A framework for structural risk minimisation
COLT '96 Proceedings of the ninth annual conference on Computational learning theory
Voting over Multiple Condensed Nearest Neighbors
Artificial Intelligence Review - Special issue on lazy learning
Dense shattering and teaching dimensions for differentiable families (extended abstract)
COLT '97 Proceedings of the tenth annual conference on Computational learning theory
Estimation of time-varying parameters in statistical models: an optimization approach
COLT '97 Proceedings of the tenth annual conference on Computational learning theory
Support Vector Machines for 3D Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Improved lower bounds for learning from noisy examples: an information-theoretic approach
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
Efficient learning of monotone concepts via quadratic optimization
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
The Random Subspace Method for Constructing Decision Forests
IEEE Transactions on Pattern Analysis and Machine Intelligence
Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
Properties of support vector machines
Neural Computation
Function Estimation by Feedforward Sigmoidal Networks with BoundedWeights
Neural Processing Letters
Global and local neural network ensembles
Pattern Recognition Letters
Learning to resolve natural language ambiguities: a unified approach
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Computation with infinite neural networks
Neural Computation
Nonlinear component analysis as a kernel eigenvalue problem
Neural Computation
A sparse representation for function approximation
Neural Computation
An equivalence between sparse approximation and support vector machines
Neural Computation
Bayesian Classification With Gaussian Processes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Behaviour in 0 of the Neural Networks Training Cost
Neural Processing Letters
Parsimonious Least Norm Approximation
Computational Optimization and Applications
Prequential and Cross-Validated Regression Estimation
Machine Learning
Extension of the PAC framework to finite and countable Markov chains
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
Using Decision Trees to Construct a Practical Parser
Machine Learning - Special issue on natural language learning
A study of support vectors on model independent example selection
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Handling concept drifts in incremental learning with support vector machines
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
A re-examination of text categorization methods
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Just the fax—differentiating voice and fax phone lines using call billing data
Proceedings of the tenth annual ACM-SIAM symposium on Discrete algorithms
Feature selection in SVM text categorization
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Multicategory Classification by Support Vector Machines
Computational Optimization and Applications - Special issue on computational optimization—a tribute to Olvi Mangasarian, part I
Estimation of Time-Varying Parameters in Statistical Models: AnOptimization Approach
Machine Learning - Special issue: computational learning theory, COLT '97
Text classification using ESC-based stochastic decision lists
Proceedings of the eighth international conference on Information and knowledge management
Least Squares Support Vector Machine Classifiers
Neural Processing Letters
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Looking at People: Sensing for Ubiquitous and Wearable Computing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning and Design of Principal Curves
IEEE Transactions on Pattern Analysis and Machine Intelligence
Large Margin Classification Using the Perceptron Algorithm
Machine Learning - The Eleventh Annual Conference on computational Learning Theory
A Multistrategy Approach to Classifier Learning from Time Series
Machine Learning - Special issue on multistrategy learning
Evaluating the Generalization Ability of Support Vector Machines through the Bootstrap
Neural Processing Letters
Computational Economics - Computational Studies at Stanford
Hierarchical classification of Web content
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
SWAMI (poster session): a framework for collaborative filtering algorithm development and evaluation
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Data selection for support vector machine classifiers
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
The generalized Bayesian committee machine
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Towards scalable support vector machines using squashing
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
A sequential sampling algorithm for a general class of utility criteria
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Alpha seeding for support vector machines
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Upper and Lower Bounds on the Learning Curve for Gaussian Processes
Machine Learning
Robust Linear and Support Vector Regression
IEEE Transactions on Pattern Analysis and Machine Intelligence
DEADLINER: building a new niche search engine
Proceedings of the ninth international conference on Information and knowledge management
Evolutionary Pursuit and Its Application to Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Introduction: Learning and Vision at CBCL
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
Statistical Learning Theory: A Primer
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
A Trainable System for Object Detection
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
Learning to Recognize Visual Dynamic Events from Examples
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
Morphable Models for the Analysis and Synthesis of Complex Motion Patterns
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
Hierarchical Discriminant Regression
IEEE Transactions on Pattern Analysis and Machine Intelligence
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Quotient Image: Class-Based Re-Rendering and Recognition with Varying Illuminations
IEEE Transactions on Pattern Analysis and Machine Intelligence
A New Method for Mining Regression Classes in Large Data Sets
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Fast and Accurate Face Detector Based on Neural Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Towards predicting coiled-coil protein interactions
RECOMB '01 Proceedings of the fifth annual international conference on Computational biology
Enlarging the Margins in Perceptron Decision Trees
Machine Learning
Machine Learning
Knowledge Incorporation into Neural Networks From Fuzzy Rules
Neural Processing Letters
Example-Based Object Detection in Images by Components
IEEE Transactions on Pattern Analysis and Machine Intelligence
Olfactory Classification via Interpoint Distance Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
intelligence
Sampling algorithms: lower bounds and applications
STOC '01 Proceedings of the thirty-third annual ACM symposium on Theory of computing
Support vector machines: hype or hallelujah?
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
An efficient and scalable data compression approach to classification
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
A machine learning approach to prior case retrieval
Proceedings of the 8th international conference on Artificial intelligence and law
A statistical learning learning model of text classification for support vector machines
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
On feature distributional clustering for text categorization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
A meta-learning approach for text categorization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Support vector machine active learning for image retrieval
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Comparing discriminating transformations and SVM for learning during multimedia retrieval
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
A note on a scale-sensitive dimension of linear bounded functionals in Banach spaces
Theoretical Computer Science
Support vector machine pairwise classifiers with error reduction for image classification
MULTIMEDIA '01 Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Antifaces: A Novel, Fast Method for Image Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proximal support vector machine classifiers
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Data mining with sparse grids using simplicial basis functions
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Gaining insights into support vector machine pattern classifiers using projection-based tour methods
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Summarization as feature selection for text categorization
Proceedings of the tenth international conference on Information and knowledge management
SVM binary classifier ensembles for image classification
Proceedings of the tenth international conference on Information and knowledge management
E-business enterprise data mining
Tutorial notes of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Lazy learning: a logical method for supervised learning
New learning paradigms in soft computing
Real-time eye detection and tracking under various light conditions
ETRA '02 Proceedings of the 2002 symposium on Eye tracking research & applications
Complexity Measures of Supervised Classification Problems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Aircraft Detection: A Case Study in Using Human Similarity Measure
IEEE Transactions on Pattern Analysis and Machine Intelligence
A machine learning based approach for table detection on the web
Proceedings of the 11th international conference on World Wide Web
Extracting query modifications from nonlinear SVMs
Proceedings of the 11th international conference on World Wide Web
Using web structure for classifying and describing web pages
Proceedings of the 11th international conference on World Wide Web
Performance characterisation in computer vision: statistics in testing and design
Imaging and vision systems
Learning Gender with Support Faces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using Iterated Bagging to Debias Regressions
Machine Learning
Probabilistic Methods for Finding People
International Journal of Computer Vision
SSVM: A Smooth Support Vector Machine for Classification
Computational Optimization and Applications
Simple, state-based approaches to program-based anomaly detection
ACM Transactions on Information and System Security (TISSEC)
Bayesian online classifiers for text classification and filtering
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Computing
Propositionalization approaches to relational data mining
Relational Data Mining
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Image Object Recognition using Mixture Densities
Journal of Mathematical Imaging and Vision
On the VC Dimension of Bounded Margin Classifiers
Machine Learning
Saturated Perceptrons for Maximum Margin and Minimum Misclassification Error
Neural Processing Letters
A re-weighting strategy for improving margins
Artificial Intelligence
Approximating semi-structured data with different errors using support vector machine regression
Mathematical Methods for Curves and Surfaces
Population dynamics of grammar acquisition
Simulating the evolution of language
Model complexity control and statisticallearning theory
Natural Computing: an international journal
Web classification using support vector machine
Proceedings of the 4th international workshop on Web information and data management
The Brain-Like Sensorimotor Control System
Journal of Intelligent and Robotic Systems
Bayesianism and Language Change
Journal of Logic, Language and Information
Set Containment Characterization
Journal of Global Optimization
Polyhedral separability through successive LP
Journal of Optimization Theory and Applications
The Supervised Network Self-Organizing Map for Classification of Large Data Sets
Applied Intelligence
Statistical Learning for Humanoid Robots
Autonomous Robots
Decentralised Workflows and Software Agents
BT Technology Journal
Mathematical Programming in Data Mining
Data Mining and Knowledge Discovery
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
The Role of Occam‘s Razor in Knowledge Discovery
Data Mining and Knowledge Discovery
Scaling Kernel-Based Systems to Large Data Sets
Data Mining and Knowledge Discovery
On Issues of Instance Selection
Data Mining and Knowledge Discovery
Support Vector Machines and the Bayes Rule in Classification
Data Mining and Knowledge Discovery
Exploiting Hierarchy in Text Categorization
Information Retrieval
Text Categorization Based on Regularized Linear Classification Methods
Information Retrieval
Toward Machine Learning Through Genetic Code-like Transformations
Genetic Programming and Evolvable Machines
Sensor Selection by GMB-REM in Real Robot Position Estimation
Journal of Intelligent and Robotic Systems
Improved Sensor Selection Technique by Integrating Sensor Fusion in Robot Position Estimation
Journal of Intelligent and Robotic Systems
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: Part II
Bayesian Model Estimation and Selection for Epipolar Geometry and Generic Manifold Fitting
International Journal of Computer Vision
Adaptive Metric Kernel Regression
Journal of VLSI Signal Processing Systems
Audio-Visual Speaker Recognition for Video Broadcast News
Journal of VLSI Signal Processing Systems
Hierarchical Feature Extraction for Image Recognition
Journal of VLSI Signal Processing Systems
Probabilistic ’generalization‘ of functions and dimension-based uniform convergence results
Statistics and Computing
Bump hunting in high-dimensional data
Statistics and Computing
Discussion on the paper by Friedman and Fisher
Statistics and Computing
MML clustering of multi-state, Poisson, vonMises circular and Gaussian distributions
Statistics and Computing
Linear Concepts and Hidden Variables
Machine Learning
Machine Learning
Hierarchical Learning in Polynomial Support Vector Machines
Machine Learning
Choosing Multiple Parameters for Support Vector Machines
Machine Learning
Large Scale Kernel Regression via Linear Programming
Machine Learning
Efficient SVM Regression Training with SMO
Machine Learning
A Simple Decomposition Method for Support Vector Machines
Machine Learning
The Relaxed Online Maximum Margin Algorithm
Machine Learning
Training Invariant Support Vector Machines
Machine Learning
Model Selection for Small Sample Regression
Machine Learning
Metric-Based Methods for Adaptive Model Selection and Regularization
Machine Learning
Model Selection and Error Estimation
Machine Learning
Structural Modelling with Sparse Kernels
Machine Learning
Machine Learning
Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces
Machine Learning
Adapting to the user's internet search strategy on small devices
Proceedings of the 8th international conference on Intelligent user interfaces
Mining e-mail content for author identification forensics
ACM SIGMOD Record
Relationship between support vector set and kernel functions in SVM
Journal of Computer Science and Technology
Metalearning and neuromodulation
Neural Networks - Computational models of neuromodulation
A methodology to explain neural network classification
Neural Networks
Journal of Intelligent Information Systems
A Probabilistic Framework for the Hierarchic Organisation and Classification of Document Collections
Journal of Intelligent Information Systems
A Constrained Generative Model Applied to Face Detection
Neural Processing Letters
Kernel Nearest-Neighbor Algorithm
Neural Processing Letters
ϵ-Descending Support Vector Machines for Financial Time Series Forecasting
Neural Processing Letters
The Equivalence of Support Vector Machine and Regularization Neural Networks
Neural Processing Letters
Learning-Based Complexity Evaluation of Radial Basis Function Networks
Neural Processing Letters
Neural Processing Letters
Polynomial-Time Decomposition Algorithms for Support Vector Machines
Machine Learning
Texture Mixing and Texture Movie Synthesis Using Statistical Learning
IEEE Transactions on Visualization and Computer Graphics
Theoretical and Experimental Analysis of a Two-Stage System for Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Constructing Boosting Algorithms from SVMs: An Application to One-Class Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Estimating the Intrinsic Dimension of Data with a Fractal-Based Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
Support Vector Machines for Texture Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Edge Detection: Learning and Evaluating Edge Cues
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Expert: Intelligent Systems and Their Applications
IEEE Intelligent Systems
Probabilistic Estimation-Based Data Mining for Discovering Insurance Risks
IEEE Intelligent Systems
Retinal vision applied to facial features detection and face authentication
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
From support vector machine learning to the determination of the minimum enclosing zone
Computers and Industrial Engineering
Bayesian learning and evolutionary parameter optimization
AI Communications - Special issue on KI-2001
A theoretical framework for data mining: the "informational paradigm"
Computational Statistics & Data Analysis - Nonlinear methods and data mining
Relevance feedback in content-based image retrieval: some recent advances
Information Sciences—Applications: An International Journal
A data-mining approach to improving polycythemia vera diagnosis
Computers and Industrial Engineering
Hybrid wavelet-support vector classification of waveforms
Journal of Computational and Applied Mathematics
A note on the decomposition methods for support vector regression
Neural Computation
Support vector machines: relevance feedback and information retrieval
Information Processing and Management: an International Journal
Text classification using ESC-based stochastic decision lists
Information Processing and Management: an International Journal
Sparse on-line Gaussian processes
Neural Computation
Natural discriminant analysis using interactive Potts models
Neural Computation
Slow feature analysis: unsupervised learning of invariances
Neural Computation
Learning to recognize three-dimensional objects
Neural Computation
A parallel mixture of SVMs for very large scale problems
Neural Computation
Kernel-based topographic map formation by local density modeling
Neural Computation
Converting numerical classification into text classification
Artificial Intelligence
Joint entropy maximization in kernel-based topographic maps
Neural Computation
Segmentation of ultrasonic images using support vector machines
Pattern Recognition Letters - Speciqal issue: Ultrasonic image processing and analysis
News video classification using SVM-based multimodal classifiers and combination strategies
Proceedings of the tenth ACM international conference on Multimedia
Learning and inferring a semantic space from user's relevance feedback for image retrieval
Proceedings of the tenth ACM international conference on Multimedia
Survival-Time Classification of Breast Cancer Patients
Computational Optimization and Applications
Efficient computations for large least square support vector machine classifiers
Pattern Recognition Letters
Object-oriented software for quadratic programming
ACM Transactions on Mathematical Software (TOMS)
Feature extraction by shape-adapted local discriminant bases
Signal Processing
The dynamic neural filter: a binary model of spatiotemporal coding
Neural Computation
Analysis and synthesis of agents that learn from distributed dynamic data sources
Emergent neural computational architectures based on neuroscience
Constructing Facial Identity Surfaces for Recognition
International Journal of Computer Vision
ECAL '99 Proceedings of the 5th European Conference on Advances in Artificial Life
Learning to Parse Pictures of People
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
A Tale of Two Classifiers: SNoW vs. SVM in Visual Recognition
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Hausdorff Kernel for 3D Object Acquisition and Detection
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
EigenSegments: A Spatio-Temporal Decomposition of an Ensemble of Images
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Learning Similarity for Texture Image Retrieval
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
Learning to Recognize 3D Objects with SNoW
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
On Utilising Template and Feature-Based Correspondence in Multi-view Appearance Models
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
Image Segmentation by Nonparametric Clustering Based on the Kolmogorov-Smirnov Distance
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
K-SVCR. A Multi-class Support Vector Machine
ECML '00 Proceedings of the 11th European Conference on Machine Learning
The Representation Race - Preprocessing for Handling Time Phenomena
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Applying the Bayesian Evidence Framework to \nu -Support Vector Regression
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Building Committees by Clustering Models Based on Pairwise Similarity Values
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Text Categorization Using Transductive Boosting
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Comparing the Bayes and Typicalness Frameworks
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Second Order Features for Maximising Text Classification Performance
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
ECML '02 Proceedings of the 13th European Conference on Machine Learning
A Kernel Approach for Learning from almost Orthogonal Patterns
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Transductive Confidence Machines for Pattern Recognition
ECML '02 Proceedings of the 13th European Conference on Machine Learning
On-Line Support Vector Machine Regression
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Inductive Confidence Machines for Regression
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Sparse Online Greedy Support Vector Regression
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Support Vector Machines for Polycategorical Classification
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Reliable Classifications with Machine Learning
ECML '02 Proceedings of the 13th European Conference on Machine Learning
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Sketch-Based User Interface for Inputting Graphic Objects on Small Screen Devices
GREC '01 Selected Papers from the Fourth International Workshop on Graphics Recognition Algorithms and Applications
Bioinformatics Adventures in Database Research
ICDT '03 Proceedings of the 9th International Conference on Database Theory
Head Pose Estimation for Video-Conferencing with Multiple Cameras and Microphones
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
GA-Based Learning of kDNFns Boolean Formulas
ICES '01 Proceedings of the 4th International Conference on Evolvable Systems: From Biology to Hardware
Deformation Analysis for Shape Based Classification
IPMI '01 Proceedings of the 17th International Conference on Information Processing in Medical Imaging
Multimedia Knowledge Exploitation for E-Learning: Some Enabling Techniques
ICWL '02 Proceedings of the First International Conference on Advances in Web-Based Learning
Pattern Detection Using a Maximal Rejection Classifier
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
A Fragment-Based Approach to Object Representation and Classification
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
Advanced in Predictive Data Mining Methods
MLDM '99 Proceedings of the First International Workshop on Machine Learning and Data Mining in Pattern Recognition
Towards Self-Exploring Discriminating Features
MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
Face Detection by Aggregated Bayesian Network Classifiers
MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
PAC Meditation on Boolean Formulas
Proceedings of the 5th International Symposium on Abstraction, Reformulation and Approximation
A Real-Time Intrusion Detection System Based on Learning Program Behavior
RAID '00 Proceedings of the Third International Workshop on Recent Advances in Intrusion Detection
Adaptive Automatic Target Recognition with SVM Boosting for Outlier Detection
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Feature Approach for Printed Document Image Analysis
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Navigating large-scale semi-structured data in business portals
Proceedings of the 27th International Conference on Very Large Data Bases
Ellipsoidal Bias in Learning Appearance-Based Recognition Functions
Proceedings of the 10th International Workshop on Theoretical Foundations of Computer Vision: Multi-Image Analysis
Optimization over Zonotopes and Training Support Vector Machines
WADS '01 Proceedings of the 7th International Workshop on Algorithms and Data Structures
The Analysis of a Probabilistic Approach to Nearest Neighbor Searching
WADS '01 Proceedings of the 7th International Workshop on Algorithms and Data Structures
Classifier's Complexity Control while Training Multilayer Perceptrons
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Local Discriminant Regions Using Support Vector Machines for Object Recognition
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A Framework for Classifier Fusion: Is It Still Needed?
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A Short Review of Statistical Learning Theory
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
Learning Preference Relations from Data
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
Convex Hull in Feature Space for Support Vector Machines
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
An Adaptive Learning Algorithm Aimed at Improving RBF Network Generalization Ability
AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Comparing Linear Discriminant Analysis and Support Vector Machines
ADVIS '02 Proceedings of the Second International Conference on Advances in Information Systems
Face Recognition Using Independent Component Analysis and Support Vector Machines
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Learner's Self-Assessment: A Case Study of SVM for Information Retrieval
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
A Linear Text Classification Algorithm Based on Category Relevance Factors
ICADL '02 Proceedings of the 5th International Conference on Asian Digital Libraries: Digital Libraries: People, Knowledge, and Technology
Improving Supervised Learning by Feature Decomposition
FoIKS '02 Proceedings of the Second International Symposium on Foundations of Information and Knowledge Systems
Kernel Based Image Classification
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Comparison of Wavelet Thresholding Methods for Denoising ECG Signals
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Learning to Predict the Leave-One-Out Error of Kernel Based Classifiers
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Adaptive Model Selection for Digital Linear Classifiers
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Detecting the Number of Clusters Using a Support Vector Machine Approach
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Support Vector Method for ARMA System Identification: A Robust Cost Interpretation
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Support Vector Robust Algorithms for Non-parametric Spectral Analysis
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
New Methods for Splice Site Recognition
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Incremental Sparse Kernel Machine
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Kernel-Based 3D Object Representation
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Selection of Meta-parameters for Support Vector Regression
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Robust Cross-Validation Score Function for Non-linear Function Estimation
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Advances in Statistical Feature Selection
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Incremental Support Vector Machine Learning: A Local Approach
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Mining Dependence Structures from Statistical Learning Perspective
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Support Vector Machine Regression for Volatile Stock Market Prediction
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Graphical Features Selection Method
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Feature Selection for Support Vector Machines
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
varepsilon-Descending Support Vector Machines for Financial Time Series Forecasting
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Analysis on the Viewpoint Dependency in 3-D Object Recognition by Support Vector Machines
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Sample Complexity for Function Learning Tasks through Linear Neural Networks
MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Reduced Support Vector Selection by Linear Programs
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
Edge Detection in Noisy Images Using the Support Vector Machines
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
Classification of Specular Object Based on Statistical Learning Theory
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Object Recognition with Gradient-Based Learning
Shape, Contour and Grouping in Computer Vision
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
Minimum Message Length Criterion for Second-Order Polynomial Model Disovery
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Meta-learning Models for Automatic Textual Document Categorization
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
News Sensitive Stock Trend Prediction
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Metric Similarities Learning through Examples: An Application to Shape Retrieval
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
An Empirical Study of a New Approach to Nearest Neighbor Searching
ALENEX '01 Revised Papers from the Third International Workshop on Algorithm Engineering and Experimentation
Comparisons of QP and LP Based Learning from Empirical Data
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Automatic Detection of Film Orientation with Support Vector Machines
IEA/AIE '02 Proceedings of the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence
Using Optical Flow Fields for Polyp Detection in Virtual Colonoscopy
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
Discriminative Analysis for Image-Based Studies
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part I
A Clustering Technique for the Identification of Piecewise Affine Systems
HSCC '01 Proceedings of the 4th International Workshop on Hybrid Systems: Computation and Control
A Learning Method for Automated Polyp Detection
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
Classification of SPECT Images of Normal Subjects versus Images of Alzheimer's Disease Patients
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
Margin Distribution Bounds on Generalization
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
Entropy Numbers, Operators and Support Vector Kernels
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
Distribution-Dependent Vapnik-Chervonenkis Bounds
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
Coherent Concepts, Robust Learning
SOFSEM '99 Proceedings of the 26th Conference on Current Trends in Theory and Practice of Informatics on Theory and Practice of Informatics
Recognizing Objects by Their Appearance Using Eigenimages
SOFSEM '00 Proceedings of the 27th Conference on Current Trends in Theory and Practice of Informatics
Keyword Spotting Using Support Vector Machines
TSD '02 Proceedings of the 5th International Conference on Text, Speech and Dialogue
Face Detection Based on Cost-Sensitive Support Vector Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Kerneltron: Support Vector `Machine' in Silicon
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Face Detection Based on Support Vector Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Multi-Class SVM Classifier Based on Pairwise Coupling
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
A New Cache Replacement Algorithm in SMO
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Optimization of the SVM Kernels Using an Empirical Error Minimization Scheme
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Support Vector Machine Ensemble with Bagging
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Applications of Support Vector Machines for Pattern Recognition: A Survey
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Color Texture-Based Object Detection: An Application to License Plate Localization
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Forward Decoding Kernel Machines: A Hybrid HMM/SVM Approach to Sequence Recognition
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
On the Generalization of Kernel Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Scaling Large Learning Problems with Hard Parallel Mixtures
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
A Comparative Study of Polynomial Kernel SVM Applied to Appearance-Based Object Recognition
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Support Vector Learning for Gender Classification Using Audio and Visual Cues: A Comparison
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Detecting Windows in City Scenes
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Support Vector Features and the Role of Dimensionality in Face Authentication
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Computer Vision: Past and Future
Informatics - 10 Years Back. 10 Years Ahead.
Indexical-Based Solver Learning
CP '02 Proceedings of the 8th International Conference on Principles and Practice of Constraint Programming
Surrogate Deterministic Mutation: Preliminary Results
Selected Papers from the 5th European Conference on Artificial Evolution
Bayesian Learning and Evolutionary Parameter Optimization
KI '01 Proceedings of the Joint German/Austrian Conference on AI: Advances in Artificial Intelligence
Theoretical Views of Boosting and Applications
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
On the Noise Model of Support Vector Machines Regression
ALT '00 Proceedings of the 11th International Conference on Algorithmic Learning Theory
Learning of Boolean Functions Using Support Vector Machines
ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory
Email Categorization Using Fast Machine Learning Algorithms
DS '02 Proceedings of the 5th International Conference on Discovery Science
Experiments with Projection Learning
DS '02 Proceedings of the 5th International Conference on Discovery Science
Model Complexity and Algorithm Selection in Classification
DS '02 Proceedings of the 5th International Conference on Discovery Science
DS '02 Proceedings of the 5th International Conference on Discovery Science
Normal Form Transformation for Object Recognition Based on Support Vector Machines
DS '99 Proceedings of the Second International Conference on Discovery Science
Divide and Conquer Machine Learning for a Genomics Analogy Problem (Progress Report)
DS '01 Proceedings of the 4th International Conference on Discovery Science
Pump Failure Detection Using Support Vector Data Descriptions
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Sampling of Highly Correlated Data for Polynomial Regression and Model Discovery
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
A Multi-SVM Classification System
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Feature Weighted Ensemble Classifiers - A Modified Decision Scheme
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Tree-Structured Support Vector Machines for Multi-class Pattern Recognition
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Combined Classification of Handwritten Digits Using the 'Virtual Test Sample Method'
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Highlighting Hard Patterns via AdaBoost Weights Evolution
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Bias-Variance Analysis and Ensembles of SVM
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Intrusion Detection with Support Vector Machines and Generative Models
ISC '02 Proceedings of the 5th International Conference on Information Security
Support Vector Machine Learning for Music Discrimination
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
A New Approach towards Vision Suggested by Biologically Realistic Neural Microcircuit Models
BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision
On the Role of Object-Specific Features for Real World Object Recognition in Biological Vision
BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision
Gender Classification of Human Faces
BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision
Object Classification Using a Fragment-Based Representation
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
Pattern Recognition and Density Estimation under the General i.i.d. Assumption
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Robust Learning - Rich and Poor
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
A Generalized Representer Theorem
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Bounds on Sample Size for Policy Evaluation in Markov Environments
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Estimating the Optimal Margins of Embeddings in Euclidean Half Spaces
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
A Leave-One-out Cross Validation Bound for Kernel Methods with Applications in Learning
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Learning Additive Models Online with Fast Evaluating Kernels
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Assessment of Spatial Data Mining Tools for Integration into an Object-Oriented GIS (GIDB)
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
A Method to Boost Support Vector Machines
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Non-negative Matrix Factorization for Face Recognition
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
Tailoring Representations to Different Requirements
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
Gauge groups and data classification
Applied Mathematics and Computation
Feature engineering for a gene regulation prediction task
ACM SIGKDD Explorations Newsletter
Recursive Update Algorithm for Least Squares Support Vector Machines
Neural Processing Letters
Performance analysis of connectionist paradigms for modeling chaotic behavior of stock indices
Second international workshop on Intelligent systems design and application
MARK: a boosting algorithm for heterogeneous kernel models
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Optimizing search engines using clickthrough data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Pattern discovery in sequences under a Markov assumption
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Enhanced word clustering for hierarchical text classification
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
A refinement approach to handling model misfit in text categorization
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Exploiting unlabeled data in ensemble methods
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient handling of high-dimensional feature spaces by randomized classifier ensembles
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Scaling multi-class support vector machines using inter-class confusion
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Combining clustering and co-training to enhance text classification using unlabelled data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Single-shot detection of multiple categories of text using parametric mixture models
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining newsgroups using networks arising from social behavior
WWW '03 Proceedings of the 12th international conference on World Wide Web
Kernel-based topographic map formation achieved with an information-theoretic approach
Neural Networks - New developments in self-organizing maps
BYY harmony learning, structural RPCL, and topological self-organizing on mixture models
Neural Networks - New developments in self-organizing maps
On different facets of regularization theory
Neural Computation
Approximation bounds for some sparse kernel regression algorithms
Neural Computation
Visual Object Recognition with Supervised Learning
IEEE Intelligent Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Progressive rademacher sampling
Eighteenth national conference on Artificial intelligence
Quasi-regression with shrinkage
Mathematics and Computers in Simulation - Special issue: 3rd IMACS seminar on Monte Carlo methods - MCM 2001
Handbook of data mining and knowledge discovery
Machine Learning
Neural networks and the financial markets
Content based retrieval of VRML objects: an iterative and interactive approach
Proceedings of the sixth Eurographics workshop on Multimedia 2001
Maximum margin equalizers trained with the Adatron algorithm
Signal Processing
Optimization methods in massive data sets
Handbook of massive data sets
Information Sciences: an International Journal
Features for robust face-based identity verification
Signal Processing
Email classification with co-training
CASCON '01 Proceedings of the 2001 conference of the Centre for Advanced Studies on Collaborative research
Mining customer product ratings for personalized marketing
Decision Support Systems - Special issue: Web data mining
Cancer classification using gene expression data
Information Systems - Special issue: Data management in bioinformatics
A parallel solver for large quadratic programs in training support vector machines
Parallel Computing - Special issue: Parallel computing in numerical optimization
Journal of the American Society for Information Science and Technology
Kernel-based nonlinear blind source separation
Neural Computation
Leave-one-out bounds for kernel methods
Neural Computation
Learning with progressive transductive support vector machine
Pattern Recognition Letters
Machine learning in DNA microarray analysis for cancer classification
APBC '03 Proceedings of the First Asia-Pacific bioinformatics conference on Bioinformatics 2003 - Volume 19
Complexity in the case against accuracy estimation
Theoretical Computer Science
Extracting symbolic rules from trained neural network ensembles
AI Communications - Special issue on Artificial intelligence advances in China
Two-stage support vector machines for protein secondary structure prediction
Neural, Parallel & Scientific Computations - Special issue: Advances in intelligent systems and applications
Modeling chaotic behavior of stock indices using intelligent paradigms
Neural, Parallel & Scientific Computations - Special issue: Advances in intelligent systems and applications
Comparison of model selection for regression
Neural Computation
A maximal figure-of-merit learning approach to text categorization
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Robustness of regularized linear classification methods in text categorization
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
A short introduction to learning with kernels
Advanced lectures on machine learning
Advanced lectures on machine learning
An introduction to boosting and leveraging
Advanced lectures on machine learning
Face recognition using independent component analysis and support vector machines
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Variational Bayesian learning of ICA with missing data
Neural Computation
Automatic target detection by optimal morphological filters
Journal of Computer Science and Technology
Weave amino acid sequences for protein secondary structure prediction
DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
A data-driven reflectance model
ACM SIGGRAPH 2003 Papers
Ho--Kashyap classifier with generalization control
Pattern Recognition Letters
Proof running two state-of-the-art pattern recognition techniques in the field of direct marketing
Enterprise information systems IV
Minimum Redundancy Feature Selection from Microarray Gene Expression Data
CSB '03 Proceedings of the IEEE Computer Society Conference on Bioinformatics
Intelligent data analysis
Texture Feature Characterization for Logical Pre-labeling
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
A Multiclass Classification Method Based on Multiple Pairwise Classifiers
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Identifying Story and Preview Images in News Web Pages
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
A Microchoice Bound for Continuous-Space Classification Algorithms
Machine Learning
Intrinsic generalization analysis of low dimensional representations
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Quantum optimization for training support vector machines
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Fuzzy least squares support vector machines for multiclass problems
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
A practical sub-space adaptive filter
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Adaptive Sparseness for Supervised Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Classification of Documents by Content
ICCI '03 Proceedings of the 2nd IEEE International Conference on Cognitive Informatics
Statistical Learning Theory and State of the Art in SVM
ICCI '03 Proceedings of the 2nd IEEE International Conference on Cognitive Informatics
MEGA---the maximizing expected generalization algorithm for learning complex query concepts
ACM Transactions on Information Systems (TOIS)
Support vector fuzzy regression machines
Fuzzy Sets and Systems - Theme: Learning and modeling
Support vector interval regression networks for interval regression analysis
Fuzzy Sets and Systems - Theme: Learning and modeling
Neuro-fuzzy system with learning tolerant to imprecision
Fuzzy Sets and Systems - Theme: Learning and modeling
Bayesian trigonometric support vector classifier
Neural Computation
Reducing multiclass to binary: a unifying approach for margin classifiers
The Journal of Machine Learning Research
SVMTorch: support vector machines for large-scale regression problems
The Journal of Machine Learning Research
Lagrangian support vector machines
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Text classification using string kernels
The Journal of Machine Learning Research
Kernel partial least squares regression in reproducing kernel hilbert space
The Journal of Machine Learning Research
The Journal of Machine Learning Research
A generalized kernel approach to dissimilarity-based classification
The Journal of Machine Learning Research
A new approximate maximal margin classification algorithm
The Journal of Machine Learning Research
Efficient svm training using low-rank kernel representations
The Journal of Machine Learning Research
Classes of kernels for machine learning: a statistics perspective
The Journal of Machine Learning Research
Towards a robust fuzzy clustering
Fuzzy Sets and Systems - Data analysis
The Journal of Machine Learning Research
The Journal of Machine Learning Research
The subspace information criterion for infinite dimensional hypothesis spaces
The Journal of Machine Learning Research
A robust minimax approach to classification
The Journal of Machine Learning Research
Some greedy learning algorithms for sparse regression and classification with mercer kernels
The Journal of Machine Learning Research
Finding the most interesting patterns in a database quickly by using sequential sampling
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Dimensionality reduction via sparse support vector machines
The Journal of Machine Learning Research
A divisive information theoretic feature clustering algorithm for text classification
The Journal of Machine Learning Research
Use of the zero norm with linear models and kernel methods
The Journal of Machine Learning Research
Logistic regression and artificial neural network classification models: a methodology review
Journal of Biomedical Informatics
Stereovision matching through support vector machines
Pattern Recognition Letters
Automatic text detection and removal in video sequences
Pattern Recognition Letters
The em algorithm for kernel matrix completion with auxiliary data
The Journal of Machine Learning Research
Learning probabilistic models: an expected utility maximization approach
The Journal of Machine Learning Research
Digital Least Squares Support Vector Machines
Neural Processing Letters
Advances in Component Based Face Detection
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Head Pose Estimation using Fisher Manifold Learning
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
The disputed federalist papers: SVM feature selection via concave minimization
Proceedings of the 2003 conference on Diversity in computing
Radius margin bounds for support vector machines with the RBF kernel
Neural Computation
Accurate on-line support vector regression
Neural Computation
Face recognition: component-based versus global approaches
Computer Vision and Image Understanding - Special issue on Face recognition
Kernel VA-files for relevance feedback retrieva
MMDB '03 Proceedings of the 1st ACM international workshop on Multimedia databases
Mining Production Data with Neural Network & CART
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Predicting distribution of a new forest disease using one-class SVMs
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
K-D Decision Tree: An Accelerated and Memory Efficient Nearest Neighbor Classifier
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Semantic Role Parsing: Adding Semantic Structure to Unstructured Text
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Using Discriminant Analysis for Multi-class Classification
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Towards Simple, Easy-to-Understand, yet Accurate Classifiers
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Impact Studies and Sensitivity Analysis in Medical Data Mining with ROC-based Genetic Learning
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Building Text Classifiers Using Positive and Unlabeled Examples
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
CBC: Clustering Based Text Classification Requiring Minimal Labeled Data
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Model-based Clustering with Soft Balancing
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Exploiting Unlabeled Data for Improving Accuracy of Predictive Data Mining
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Evolutionary Gabor Filter Optimization with Application to Vehicle Detection
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Gene functional classification by semi-supervised learning from heterogeneous data
Proceedings of the 2003 ACM symposium on Applied computing
Email classification for contact centers
Proceedings of the 2003 ACM symposium on Applied computing
Face recognition: A literature survey
ACM Computing Surveys (CSUR)
Adaptive duplicate detection using learnable string similarity measures
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Frequent-subsequence-based prediction of outer membrane proteins
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Adding numbers to text classification
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Boosting support vector machines for text classification through parameter-free threshold relaxation
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Lattice-based tagging using support vector machines
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Confidence-based dynamic ensemble for image annotation and semantics discovery
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Discriminative model fusion for semantic concept detection and annotation in video
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Multi-camera spatio-temporal fusion and biased sequence-data learning for security surveillance
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
A practical SVM-based algorithm for ordinal regression in image retrieval
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Knowing a tree from the forest: art image retrieval using a society of profiles
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Real time facial expression recognition in video using support vector machines
Proceedings of the 5th international conference on Multimodal interfaces
Proceedings of the 5th international conference on Multimodal interfaces
A survey of kernels for structured data
ACM SIGKDD Explorations Newsletter
State of the art of graph-based data mining
ACM SIGKDD Explorations Newsletter
Novelty detection: a review—part 2: neural network based approaches
Signal Processing
Learning systems and their engineering: a project proposal
Practicing software engineering in the 21st century
Benchmarking Least Squares Support Vector Machine Classifiers
Machine Learning
Projection Support Vector Machine Generators
Machine Learning
Support Vector Data Description
Machine Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution Estimates of Classification Complexity
IEEE Transactions on Pattern Analysis and Machine Intelligence
Evolutionary semi-supervised fuzzy clustering
Pattern Recognition Letters
N-division output coding method applied to face recognition
Pattern Recognition Letters
Weakly Supervised Learning of Visual Models and Its Application to Content-Based Retrieval
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Adapting support vector machine methods for horserace odds prediction
ISICT '03 Proceedings of the 1st international symposium on Information and communication technologies
Greedy algorithms for classification—consistency, convergence rates, and adaptivity
The Journal of Machine Learning Research
Learning over sets using kernel principal angles
The Journal of Machine Learning Research
A unified framework for model-based clustering
The Journal of Machine Learning Research
Clustering Incomplete Data Using Kernel-Based Fuzzy C-means Algorithm
Neural Processing Letters
Information extraction from case law and retrieval of prior cases
Artificial Intelligence - Special issue on AI and law
Orthogonality of decision boundaries in complex-valued neural networks
Neural Computation
Asymptotic properties of the Fisher kernel
Neural Computation
Data mining issues and opportunities for building nursing knowledge
Journal of Biomedical Informatics - Special issue: Building nursing knowledge through infomatics: from concept representation to data mining
Multidimensional support vector machines for visualization of gene expression data
Proceedings of the 2004 ACM symposium on Applied computing
A model for mining outliers from complex data sets
Proceedings of the 2004 ACM symposium on Applied computing
Rule discovery from textual data based on key phrase patterns
Proceedings of the 2004 ACM symposium on Applied computing
A comparison of several predictive algorithms for collaborative filtering on multi-valued ratings
Proceedings of the 2004 ACM symposium on Applied computing
Machine Printed Text and Handwriting Identification in Noisy Document Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Probabilistic Active Support Vector Learning Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
Motion Estimation Using Statistical Learning Theory
IEEE Transactions on Pattern Analysis and Machine Intelligence
Performance Modeling of Analog Integrated Circuits Using Least-Squares Support Vector Machines
Proceedings of the conference on Design, automation and test in Europe - Volume 1
The Bayes Point Machine for computer-user frustration detection via pressuremouse
Proceedings of the 2001 workshop on Perceptive user interfaces
A Support Vector Machine with a Hybrid Kernel and Minimal Vapnik-Chervonenkis Dimension
IEEE Transactions on Knowledge and Data Engineering
Organised Sound
A bootstrapping approach to annotating large image collection
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Addressing CBIR efficiency, effectiveness, and retrieval subjectivity simultaneously
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Uncertainty Analysis of Memory Based Sensor Validation Techniques
Real-Time Systems
Natural Language Engineering
Message classification in the call center
ANLC '00 Proceedings of the sixth conference on Applied natural language processing
A class of edit kernels for SVMs to predict translation initiation sites in eukaryotic mRNAs
RECOMB '04 Proceedings of the eighth annual international conference on Resaerch in computational molecular biology
Mining protein family specific residue packing patterns from protein structure graphs
RECOMB '04 Proceedings of the eighth annual international conference on Resaerch in computational molecular biology
Parameter detection of thin films from their x-ray reflectivity by support vector machines
Applied Numerical Mathematics
Improving text categorization using the importance of sentences
Information Processing and Management: an International Journal
Determine the number of components in a mixture model by the extended KS test
Pattern Recognition Letters
APBC '04 Proceedings of the second conference on Asia-Pacific bioinformatics - Volume 29
Minds and Machines
Symbolization assisted SVM classifier for noisy data
Pattern Recognition Letters
Probabilistic quickest path algorithm
Theoretical Computer Science
Perturbation to enhance support vector machines for classification
Journal of Computational and Applied Mathematics - Special issue on proceedings of the international symposium on computational mathematics and applications
Person identification using automatic integration of speech, lip, and face experts
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
Genetic Programming and Evolvable Machines
Efficient algorithms for bichromatic separability
SODA '04 Proceedings of the fifteenth annual ACM-SIAM symposium on Discrete algorithms
Optimizing the mutual intelligibility of linguistic agents in a shared world
Artificial Intelligence
Detecting image orientation based on low-level visual content
Computer Vision and Image Understanding
Using the feature projection technique based on a normalized voting method for text classification
Information Processing and Management: an International Journal
Integrated Sensing and Processing Decision Trees
IEEE Transactions on Pattern Analysis and Machine Intelligence
Web taxonomy integration using support vector machines
Proceedings of the 13th international conference on World Wide Web
A Feature Selection Newton Method for Support Vector Machine Classification
Computational Optimization and Applications
Results in statistical discriminant analysis: a review of the former Soviet union literature
Journal of Multivariate Analysis
Advantages of Unbiased Support Vector Classifiers for Data Mining Applications
Journal of VLSI Signal Processing Systems
Lower and Upper Bounds for Misclassification Probability Based on Renyi's Information
Journal of VLSI Signal Processing Systems
Natural Computing: an international journal
A neural network model with bounded-weights for pattern classification
Computers and Operations Research
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: FEA 2002
Machine learning for information architecture in a large governmental website
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Semantic video classification and feature subset selection under context and concept uncertainty
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Two supervised learning approaches for name disambiguation in author citations
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Are loss functions all the same?
Neural Computation
A GA-based neural network weight optimization technique for semi-supervised classifier learning
Design and application of hybrid intelligent systems
Hybrid approach for case adaptation
Design and application of hybrid intelligent systems
Automatic ship classification using support vector machines
Design and application of hybrid intelligent systems
Matching SVM kernel's suitability to data characteristics using tree by fuzzy C-means clustering
Design and application of hybrid intelligent systems
Learning adaptive kernels for model diagnosis
Design and application of hybrid intelligent systems
Automatic acquisition of long-distance acronym definitions
Design and application of hybrid intelligent systems
Distributed multi-intelligent agent framework for detection of stealthy probes
Design and application of hybrid intelligent systems
A modified algorithm for generalized discriminant analysis
Neural Computation
Extreme re-balancing for SVMs: a case study
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
An associative classifier based on positive and negative rules
Proceedings of the 9th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
Discriminative models for information retrieval
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Restrictive clustering and metaclustering for self-organizing document collections
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Web-page classification through summarization
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
IEEE Transactions on Knowledge and Data Engineering
Predicting the disulfide bonding state of cysteines with combinations of kernel machines
Journal of VLSI Signal Processing Systems - Special issue on signal processing and neural networks for bioinformatics
Comments on "A parallel mixture of SVMs for very large scale problems"
Neural Computation
Information geometry of U-Boost and Bregman divergence
Neural Computation
A tutorial on support vector regression
Statistics and Computing
Regularized multi--task learning
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Cyclic pattern kernels for predictive graph mining
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Incorporating prior knowledge with weighted margin support vector machines
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Column-generation boosting methods for mixture of kernels
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Semantic representation: search and mining of multimedia content
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Probabilistic score estimation with piecewise logistic regression
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Learning Bayesian network classifiers by maximizing conditional likelihood
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Online learning of conditionally I.I.D. data
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Support vector machine learning for interdependent and structured output spaces
ICML '04 Proceedings of the twenty-first international conference on Machine learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
A MFoM learning approach to robust multiclass multi-label text categorization
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Learning large margin classifiers locally and globally
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Optimising area under the ROC curve using gradient descent
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Large margin hierarchical classification
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Online and batch learning of pseudo-metrics
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Feature subset selection for learning preferences: a case study
ICML '04 Proceedings of the twenty-first international conference on Machine learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
C4.5 competence map: a phase transition-inspired approach
ICML '04 Proceedings of the twenty-first international conference on Machine learning
A fast iterative algorithm for fisher discriminant using heterogeneous kernels
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Links between perceptrons, MLPs and SVMs
ICML '04 Proceedings of the twenty-first international conference on Machine learning
A theoretical characterization of linear SVM-based feature selection
ICML '04 Proceedings of the twenty-first international conference on Machine learning
A hierarchical method for multi-class support vector machines
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Apprenticeship learning via inverse reinforcement learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Distribution kernels based on moments of counts
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Learning with non-positive kernels
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Visual–Motor Coordination Using a Quantum Clustering Based Neural Control Scheme
Neural Processing Letters
Kernels and Distances for Structured Data
Machine Learning
On the tractability of multivariate integration and approximation by neural networks
Journal of Complexity
An asymptotic statistical theory of polynomial kernel methods
Neural Computation
Pattern recognition using higher-order local autocorrelation coefficients
Pattern Recognition Letters
A new efficient SVM-based edge detection method
Pattern Recognition Letters
A generalized S-K algorithm for learning v-SVM classifiers
Pattern Recognition Letters
SVM-Based feature selection of latent semantic features
Pattern Recognition Letters
Segmentation of multispectral remote sensing images using active support vector machines
Pattern Recognition Letters
Multiagent Collaborative Learning for Distributed Business Systems
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
A Multiagent Approach for Logistics Performance Prediction Using Historical and Context Information
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
Towards Smart Embodiment for Virtual Agents
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
Selection of Patient Samples and Genes for Outcome Prediction
CSB '04 Proceedings of the 2004 IEEE Computational Systems Bioinformatics Conference
Methods for evaluating and creating data quality
Information Systems - Special issue: Data quality in cooperative information systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
GE-CKO: A Method to Optimize Composite Kernels for Web Page Classification
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
An user preference information based kernel for SVM active learning in content-based image retrieval
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Mean version space: a new active learning method for content-based image retrieval
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Image recognition for digital libraries
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Credit rating analysis with support vector machines and neural networks: a market comparative study
Decision Support Systems - Special issue: Data mining for financial decision making
A novel log-based relevance feedback technique in content-based image retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
A bootstrapping framework for annotating and retrieving WWW images
Proceedings of the 12th annual ACM international conference on Multimedia
Articulatory features for robust visual speech recognition
Proceedings of the 6th international conference on Multimodal interfaces
Filter-based feature selection for rail defect detection
Machine Vision and Applications
Hierarchical document categorization with support vector machines
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Distance-function design and fusion for sequence data
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Feature selection with conditional mutual information maximin in text categorization
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Weakly-supervised relation classification for information extraction
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Tutorial on using support vector machines and Java to create an ambient information system
Proceedings of the 2nd European Union symposium on Ambient intelligence
Scenery image segmentation using support vector machines
Fundamenta Informaticae
Extended fuzzy regression models using regularization method
Information Sciences—Informatics and Computer Science: An International Journal
Robust learning: rich and poor
Journal of Computer and System Sciences
Information Fusion Methods Based on Physical Laws
IEEE Transactions on Pattern Analysis and Machine Intelligence
Introduction to the special issue on statistical language modeling
ACM Transactions on Asian Language Information Processing (TALIP)
Evaluating discourse understanding in spoken dialogue systems
ACM Transactions on Speech and Language Processing (TSLP)
Training algorithms for fuzzy support vector machines with noisy data
Pattern Recognition Letters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Assessment of the effectiveness of support vector machines for hyperspectral data
Future Generation Computer Systems - Special issue: Geocomputation
An evaluation of statistical spam filtering techniques
ACM Transactions on Asian Language Information Processing (TALIP)
A New Fuzzy Support Vector Machine Based on the Weighted Margin
Neural Processing Letters
On domain-partitioning induction criteria: worst-case bounds for the worst-case based
Theoretical Computer Science
On data classification by iterative linear partitioning
Discrete Applied Mathematics - Discrete mathematics & data mining (DM & DM)
Some connections between learning and optimization
Discrete Applied Mathematics - Discrete mathematics & data mining (DM & DM)
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining View-Based and Model-Based Tracking of Articulated Human Movements
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
The Journal of Machine Learning Research
Multivariate image analysis in biomedicine
Journal of Biomedical Informatics
Application of the kernel method to the inverse geosounding problem
Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences
Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences
Comprehensive vertical sample-based KNN/LSVM classification for gene expression analysis
Journal of Biomedical Informatics - Special issue: Biomedical machine learning
Knowledge-Based Kernel Approximation
The Journal of Machine Learning Research
The Entire Regularization Path for the Support Vector Machine
The Journal of Machine Learning Research
Fast Binary Feature Selection with Conditional Mutual Information
The Journal of Machine Learning Research
On the computational power of circuits of spiking neurons
Journal of Computer and System Sciences
ACM SIGKDD Explorations Newsletter
Recognition invariance obtained by extended and invariant features
Neural Networks - 2004 Special issue Vision and brain
Dimension Reduction in Text Classification with Support Vector Machines
The Journal of Machine Learning Research
Vector quantization using information theoretic concepts
Natural Computing: an international journal
Semisupervised learning from different information sources
Knowledge and Information Systems
Feature Space Interpretation of SVMs with Indefinite Kernels
IEEE Transactions on Pattern Analysis and Machine Intelligence
Specification Test Compaction for Analog Circuits and MEMS
Proceedings of the conference on Design, Automation and Test in Europe - Volume 1
A Two-Level Modeling Approach to Analog Circuit Performance Macromodeling
Proceedings of the conference on Design, Automation and Test in Europe - Volume 2
Comparison of character-level and part of speech features for name recognition in biomedical texts
Journal of Biomedical Informatics - Special issue: Named entity recognition in biomedicine
Biomedical named entity recognition using two-phase model based on SVMs
Journal of Biomedical Informatics - Special issue: Named entity recognition in biomedicine
Improving the performance of dictionary-based approaches in protein name recognition
Journal of Biomedical Informatics - Special issue: Named entity recognition in biomedicine
Recent advances in visual and infrared face recognition: a review
Computer Vision and Image Understanding
Dual Clustering: Integrating Data Clustering over Optimization and Constraint Domains
IEEE Transactions on Knowledge and Data Engineering
epsilon-SSVR: A Smooth Support Vector Machine for epsilon-Insensitive Regression
IEEE Transactions on Knowledge and Data Engineering
User Transparent Parallel Processing of the 2004 NIST TRECVID Data Set
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Intrusion detection using an ensemble of intelligent paradigms
Journal of Network and Computer Applications - Special issue on computational intelligence on the internet
Sparse Multinomial Logistic Regression: Fast Algorithms and Generalization Bounds
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Incremental Learning Strategy for Support Vector Regression
Neural Processing Letters
Semantics and feature discovery via confidence-based ensemble
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Ranking definitions with supervised learning methods
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Best terms: an efficient feature-selection algorithm for text categorization
Knowledge and Information Systems
A combined feasibility and performance macromodel for analog circuits
Proceedings of the 42nd annual Design Automation Conference
Stochastic scheduling of active support vector learning algorithms
Proceedings of the 2005 ACM symposium on Applied computing
Rule-based word clustering for document metadata extraction
Proceedings of the 2005 ACM symposium on Applied computing
Multicategory Proximal Support Vector Machine Classifiers
Machine Learning
Particle swarm optimization for analysis of mass spectral serum profiles
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Extraction of informative genes from microarray data
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Evolutionary strategies for multi-scale radial basis function kernels in support vector machines
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Fold Recognition by Predicted Alignment Accuracy
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Semisupervised Learning for Molecular Profiling
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
KBA: Kernel Boundary Alignment Considering Imbalanced Data Distribution
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Sparse Bayesian Learning for Efficient Visual Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Topic tracking using subject templates and clustering positive training instances
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 2
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Extracting important sentences with support vector machines
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Efficient support vector classifiers for named entity recognition
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Detecting shifts in news stories for paragraph extraction
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Detecting errors in corpora using support vector machines
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
SVM answer selection for open-domain question answering
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
A machine learning approach to the automatic evaluation of machine translation
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Revision learning and its application to part-of-speech tagging
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
An empirical study of active learning with support vector machines for Japanese word segmentation
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Effective utterance classification with unsupervised phonotactic models
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Japanese Named Entity extraction with redundant morphological analysis
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Forecasting stock market movement direction with support vector machine
Computers and Operations Research
Application of SVM and ANN for intrusion detection
Computers and Operations Research
One-class support vector machines: an application in machine fault detection and classification
Computers and Industrial Engineering
Invariance of neighborhood relation under input space to feature space mapping
Pattern Recognition Letters
Fast methods for kernel-based text analysis
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Hierarchical directed acyclic graph kernel: methods for structured natural language data
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Closing the gap: learning-based information extraction rivaling knowledge-engineering methods
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Self-organizing Markov models and their application to part-of-speech tagging
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Linear discriminant model for information retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
A database centric view of semantic image annotation and retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
A kernel-based learning approach to ad hoc sensor network localization
ACM Transactions on Sensor Networks (TOSN)
Introducing a Family of Linear Measures for Feature Selection in Text Categorization
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Statistical Models for Empirical Search-Based Performance Tuning
International Journal of High Performance Computing Applications
Density estimation by the penalized combinatorial method
Journal of Multivariate Analysis
Support Vector Learning for Semantic Argument Classification
Machine Learning
Ranking and Reranking with Perceptron
Machine Learning
Rule extraction from linear support vector machines
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Nomograms for visualizing support vector machines
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
SVM selective sampling for ranking with application to data retrieval
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Predicting the product purchase patterns of corporate customers
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Multiagent simulation of learning environments
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
A cost minimization approach to human behavior recognition
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
SVM in oracle database 10g: removing the barriers to widespread adoption of support vector machines
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Using One-Class and Two-Class SVMs for Multiclass Image Annotation
IEEE Transactions on Knowledge and Data Engineering
Motif Extraction and Protein Classification
CSB '05 Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference
Investigation into Biomedical Literature Classification Using Support Vector Machines
CSB '05 Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference
Incorporating background knowledge for better prediction of cycle phases
Knowledge and Information Systems
B-splines and discretization in an inverse problem for Poisson processes
Journal of Multivariate Analysis
Analyzing Gene Expression Time-Courses
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Support vector machine-based image classification for genetic syndrome diagnosis
Pattern Recognition Letters
Learning-based algorithm selection for image segmentation
Pattern Recognition Letters
A novel image watermarking scheme based on support vector regression
Journal of Systems and Software
Proceedings of the 3rd international conference on Knowledge capture
Feature Extraction Using Independent Components of Each Category
Neural Processing Letters
A baseline feature set for learning rhetorical zones using full articles in the biomedical domain
ACM SIGKDD Explorations Newsletter - Natural language processing and text mining
An efficient star acquisition method based on SVM with mixtures of kernels
Pattern Recognition Letters
Open Set Face Recognition Using Transduction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning to crawl: Comparing classification schemes
ACM Transactions on Information Systems (TOIS)
Localization Site Prediction for Membrane Proteins by Integrating Rule and SVM Classification
IEEE Transactions on Knowledge and Data Engineering
Where Are Linear Feature Extraction Methods Applicable?
IEEE Transactions on Pattern Analysis and Machine Intelligence
Continuous archival and analysis of user data in virtual and immersive game environments
CARPE '05 Proceedings of the 2nd ACM workshop on Continuous archival and retrieval of personal experiences
A new approach to intranet search based on information extraction
Proceedings of the 14th ACM international conference on Information and knowledge management
Early versus late fusion in semantic video analysis
Proceedings of the 13th annual ACM international conference on Multimedia
Learning with non-metric proximity matrices
Proceedings of the 13th annual ACM international conference on Multimedia
Spatio-temporal quality assessment for home videos
Proceedings of the 13th annual ACM international conference on Multimedia
Automatic image orientation determination with natural image statistics
Proceedings of the 13th annual ACM international conference on Multimedia
Learning the semantics of multimedia queries and concepts from a small number of examples
Proceedings of the 13th annual ACM international conference on Multimedia
Coevolutionary feature synthesized EM algorithm for image retrieval
Proceedings of the 13th annual ACM international conference on Multimedia
Early versus late fusion in semantic video analysis
Proceedings of the 13th annual ACM international conference on Multimedia
Multi-graph enabled active learning for multimodal web image retrieval
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
New approaches to support vector ordinal regression
ICML '05 Proceedings of the 22nd international conference on Machine learning
A general regression technique for learning transductions
ICML '05 Proceedings of the 22nd international conference on Machine learning
An efficient method for simplifying support vector machines
ICML '05 Proceedings of the 22nd international conference on Machine learning
Building Sparse Large Margin Classifiers
ICML '05 Proceedings of the 22nd international conference on Machine learning
Comparison between error correcting output codes and fuzzy support vector machines
Pattern Recognition Letters - Special issue: Artificial neural networks in pattern recognition
Computational Linguistics
Link Contexts in Classifier-Guided Topical Crawlers
IEEE Transactions on Knowledge and Data Engineering
Recovering 3D Human Pose from Monocular Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multisurface Proximal Support Vector Machine Classification via Generalized Eigenvalues
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Vector Quantization with Training Data Selection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Shortest-Path Kernels on Graphs
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Ranking-Based Evaluation of Regression Models
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Discriminatively Trained Markov Model for Sequence Classification
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Kernel Matched Subspace Detectors for Hyperspectral Target Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Language Identification of Character Images Using Machine Learning Techniques
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
A Toplogy Based Multi-Classifier System
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
A Fast Dual Algorithm for Kernel Logistic Regression
Machine Learning
Chinese Word Segmentation and Named Entity Recognition: A Pragmatic Approach
Computational Linguistics
Combining Feature Reduction and Case Selection in Building CBR Classifiers
IEEE Transactions on Knowledge and Data Engineering
Effective transductive learning via objective model selection
Pattern Recognition Letters
Anaphora resolution by antecedent identification followed by anaphoricity determination
ACM Transactions on Asian Language Information Processing (TALIP)
Acquiring causal knowledge from text using the connective marker tame
ACM Transactions on Asian Language Information Processing (TALIP)
Sparse Representation for Coarse and Fine Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Discriminative Learning Framework with Pairwise Constraints for Video Object Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Head detection of the car occupant based on contour models and support vector machines
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Comparison of extreme learning machine with support vector machine for text classification
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Endoscopy images classification with Kernel based learning algorithms
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Class-Incremental Generalized Discriminant Analysis
Neural Computation
Learning in natural language: theory and algorithmic approaches
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Use of support vector learning for chunk identification
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Facial Attractiveness: Beauty and the Machine
Neural Computation
Classification of Faces in Man and Machine
Neural Computation
Using decision trees to select the grammatical relation of a noun phrase
SIGDIAL '00 Proceedings of the 1st SIGdial workshop on Discourse and dialogue - Volume 10
Detection of language (model) errors
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Edgeworth Approximation of Multivariate Differential Entropy
Neural Computation
Variant transduction: a method for rapid development of interactive spoken interfaces
SIGDIAL '01 Proceedings of the Second SIGdial Workshop on Discourse and Dialogue - Volume 16
Tuning support vector machines for biomedical named entity recognition
BioMed '02 Proceedings of the ACL-02 workshop on Natural language processing in the biomedical domain - Volume 3
Learning by Kernel Polarization
Neural Computation
SVM Soft Margin Classifiers: Linear Programming versus Quadratic Programming
Neural Computation
An empirical evaluation of knowledge sources and learning algorithms for word sense disambiguation
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Manipulating large corpora for text classification
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Two-dimensional clustering for text categorization
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Use of support vector machines in extended named entity recognition
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Text classification in Asian languages without word segmentation
AsianIR '03 Proceedings of the sixth international workshop on Information retrieval with Asian languages - Volume 11
Word selection for EBMT based on monolingual similarity and translation confidence
HLT-NAACL-PARALLEL '03 Proceedings of the HLT-NAACL 2003 Workshop on Building and using parallel texts: data driven machine translation and beyond - Volume 3
Bio-medical entity extraction using Support Vector Machines
BioMed '03 Proceedings of the ACL 2003 workshop on Natural language processing in biomedicine - Volume 13
Selecting text features for gene name classification: from documents to terms
BioMed '03 Proceedings of the ACL 2003 workshop on Natural language processing in biomedicine - Volume 13
A model of syntactic disambiguation based on lexicalized grammars
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
An SVM based voting algorithm with application to parse reranking
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Training a naive bayes classifier via the EM algorithm with a class distribution constraint
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Named entity recognition using hundreds of thousands of features
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Combining segmenter and chunker for Chinese word segmentation
SIGHAN '03 Proceedings of the second SIGHAN workshop on Chinese language processing - Volume 17
Using LTAG based features in parse reranking
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Evaluation and extension of maximum entropy models with inequality constraints
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Japanese zero pronoun resolution based on ranking rules and machine learning
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Virtual examples for text classification with Support Vector Machines
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Maximum Likelihood Topographic Map Formation
Neural Computation
A Robust Information Clustering Algorithm
Neural Computation
Geometrical Properties of Nu Support Vector Machines with Different Norms
Neural Computation
Convergence of the IRWLS Procedure to the Support Vector Machine Solution
Neural Computation
Neural Computation
On Learning Vector-Valued Functions
Neural Computation
Gradient-Based Adaptation of General Gaussian Kernels
Neural Computation
Training ν-Support Vector Classifiers: Theory and Algorithms
Neural Computation
Subspace Information Criterion for Model Selection
Neural Computation
Estimating the Support of a High-Dimensional Distribution
Neural Computation
Drum loops retrieval from spoken queries
Journal of Intelligent Information Systems - Special issue: Intelligent multimedia applications
Improvements to Platt's SMO Algorithm for SVM Classifier Design
Neural Computation
Predictability, Complexity, and Learning
Neural Computation
Random Embedding Machines for Pattern Recognition
Neural Computation
Robust Full Bayesian Learning for Radial Basis Networks
Neural Computation
Measuring the VC-Dimension Using Optimized Experimental Design
Neural Computation
Efficient Block Training of Multilayer Perceptrons
Neural Computation
No Free Lunch for Noise Prediction
Neural Computation
Neural Computation
Gaussian Processes for Classification: Mean-Field Algorithms
Neural Computation
Generalized Discriminant Analysis Using a Kernel Approach
Neural Computation
Adapted user-dependent multimodal biometric authentication exploiting general information
Pattern Recognition Letters
Mercer theorem for RKHS on noncompact sets
Journal of Complexity
Learning with generalization capability by kernal methods of bounded complexity
Journal of Complexity
An Equivalence between SILF-SVR and Ordinary Kriging
Neural Processing Letters
Adaptive Nonlinear Discriminant Analysis by Regularized Minimum Squared Errors
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
KDX: An Indexer for Support Vector Machines
IEEE Transactions on Knowledge and Data Engineering
Exploiting structural information for semi-structured document categorization
Information Processing and Management: an International Journal
Model-based transductive learning of the kernel matrix
Machine Learning
Convex Kernel Underestimation of Functions with Multiple Local Minima
Computational Optimization and Applications
Nonconvex Piecewise-Quadratic Underestimation for Global Minimization
Journal of Global Optimization
Feature Selection using Fuzzy Support Vector Machines
Fuzzy Optimization and Decision Making
International Journal of Computer Vision
Classify By Representative Or Associations (CBROA): a hybrid approach for image classification
MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data
Identifying off-topic student essays without topic-specific training data
Natural Language Engineering
Learning from revealed preference
EC '06 Proceedings of the 7th ACM conference on Electronic commerce
A comparison of implicit and explicit links for web page classification
Proceedings of the 15th international conference on World Wide Web
IEEE Transactions on Pattern Analysis and Machine Intelligence
New developments in parsing technology
A fast projected conjugate gradient algorithm for training support vector machines
Contemporary mathematics
A new support vector neural network inference system
Intelligent information processing II
A prediction approach to well logging
Intelligent information processing II
Neural Computation
An ensemble-driven k-NN approach to ill-posed classification problems
Pattern Recognition Letters - Special issue: Pattern recognition in remote sensing (PRRS 2004)
Analyzing the nonlinear time series of turbulent flows with kernel interval regression machine
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
A Dual-Objective Evolutionary Algorithm for Rules Extraction in Data Mining
Computational Optimization and Applications
Protein classification using transductive learning on phylogenetic profiles
Proceedings of the 2006 ACM symposium on Applied computing
Learning rich semantics from news video archives by style analysis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Automatic new topic identification using multiple linear regression
Information Processing and Management: an International Journal
An ensemble of transliteration models for information retrieval
Information Processing and Management: an International Journal
Training TSVM with the proper number of positive samples
Pattern Recognition Letters
Wireless symbolic positioning using support vector machines
Proceedings of the 2006 international conference on Wireless communications and mobile computing
ICML '06 Proceedings of the 23rd international conference on Machine learning
On a theory of learning with similarity functions
ICML '06 Proceedings of the 23rd international conference on Machine learning
An empirical comparison of supervised learning algorithms
ICML '06 Proceedings of the 23rd international conference on Machine learning
A continuation method for semi-supervised SVMs
ICML '06 Proceedings of the 23rd international conference on Machine learning
Trading convexity for scalability
ICML '06 Proceedings of the 23rd international conference on Machine learning
Online multiclass learning by interclass hypothesis sharing
ICML '06 Proceedings of the 23rd international conference on Machine learning
Fast transpose methods for kernel learning on sparse data
ICML '06 Proceedings of the 23rd international conference on Machine learning
A probabilistic model for text kernels
ICML '06 Proceedings of the 23rd international conference on Machine learning
Multiclass boosting with repartitioning
ICML '06 Proceedings of the 23rd international conference on Machine learning
Concept boundary detection for speeding up SVMs
ICML '06 Proceedings of the 23rd international conference on Machine learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
Two-dimensional solution path for support vector regression
ICML '06 Proceedings of the 23rd international conference on Machine learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
Using genetic programming to classify node positive patients in bladder cancer
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Peptide data mining: from virtual design to knowledge extraction
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Support vector machines framework for linear signal processing
Signal Processing
Neural Networks - 2006 special issue: Earth sciences and environmental applications of computational intelligence
Knowledge and Information Systems
Approximation by neural networks and learning theory
Journal of Complexity - Special issue: Algorithms and complexity for continuous problems Schloss Dagstuhl, Germany, September 2004
Multidimensional text analysis for eRulemaking
dg.o '06 Proceedings of the 2006 international conference on Digital government research
Automated classification of congressional legislation
dg.o '06 Proceedings of the 2006 international conference on Digital government research
Ho-Kashyap classifier with early stopping for regularization
Pattern Recognition Letters
ACM Transactions on Information Systems (TOIS)
Towards efficient automated singer identification in large music databases
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Identifying comparative sentences in text documents
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Large scale semi-supervised linear SVMs
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Efficient algorithms for bichromatic separability
ACM Transactions on Algorithms (TALG)
Reverse testing: an efficient framework to select amongst classifiers under sample selection bias
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Rule interestingness analysis using OLAP operations
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Extracting key-substring-group features for text classification
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Cryptographically private support vector machines
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Incremental approximate matrix factorization for speeding up support vector machines
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Opportunity map: identifying causes of failure - a deployed data mining system
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
2005 Special Issue: Challenges in real-life emotion annotation and machine learning based detection
Neural Networks - Special issue: Emotion and brain
Software reliability forecasting by support vector machines with simulated annealing algorithms
Journal of Systems and Software
Precedence-inclusion patterns and relational learning
Theoretical Computer Science
Invariances in kernel methods: From samples to objects
Pattern Recognition Letters
Data complexity assessment in undersampled classification of high-dimensional biomedical data
Pattern Recognition Letters
Transformation model estimation of image registration via least square support vector machines
Pattern Recognition Letters
Lamb Meat Quality Assessment by Support Vector Machines
Neural Processing Letters
Significance of Gene Ranking for Classification of Microarray Samples
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Confidence-Based Active Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
A New Text Categorization Technique Using Distributional Clustering and Learning Logic
IEEE Transactions on Knowledge and Data Engineering
Feature Reduction via Generalized Uncorrelated Linear Discriminant Analysis
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
A New Convexity Measure Based on a Probabilistic Interpretation of Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Semantic Pathfinder: Using an Authoring Metaphor for Generic Multimedia Indexing
IEEE Transactions on Pattern Analysis and Machine Intelligence
An online support vector machine for abnormal events detection
Signal Processing - Special section: Advances in signal processing-assisted cross-layer designs
Evolutionary product unit based neural networks for regression
Neural Networks
Higher order feature selection for text classification
Knowledge and Information Systems
Using pivots to index for support vector machine queries
Proceedings of the 2nd international workshop on Computer vision meets databases
Demonstrating the stability of support vector machines for classification
Signal Processing - Signal processing in UWB communications
Experiments with AdaBoost.RT, an improved boosting scheme for regression
Neural Computation
Incremental training of support vector machines using hyperspheres
Pattern Recognition Letters
EMPATH: A Neural Network that Categorizes Facial Expressions
Journal of Cognitive Neuroscience
SVM learning of IP address structure for latency prediction
Proceedings of the 2006 SIGCOMM workshop on Mining network data
Connectionist computations of intuitionistic reasoning
Theoretical Computer Science
Efficient optimization of support vector machine learning parameters for unbalanced datasets
Journal of Computational and Applied Mathematics
A supervised learning approach to search of definitions
Journal of Computer Science and Technology - Special section on China AVS standard
An analysis of diversity measures
Machine Learning
A suffix tree approach to anti-spam email filtering
Machine Learning
Bond rating using support vector machine
Intelligent Data Analysis
Application of support vector machines in classification of magnetic resonance images
International Journal of Computers and Applications
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
Using transformation knowledge for the classification of Raman spectra of biological samples
BioMed'06 Proceedings of the 24th IASTED international conference on Biomedical engineering
Maximum Likelihood Robust Regression by Mixture Models
Journal of Mathematical Imaging and Vision
Text classification based on the bias of word frequency over categories
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
Kernel rewards regression: an information efficient batch policy iteration approach
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
A Fast Feature-based Dimension Reduction Algorithm for Kernel Classifiers
Neural Processing Letters
Detecting differences between photographs and computer generated images
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
A framework for moderate vocabulary semantic visual concept detection
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Kernel GMM and its application to image binarization
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
The Notion of Argument in Prepositional Phrase Attachment
Computational Linguistics
Technologies That Make You Smile: Adding Humor to Text-Based Applications
IEEE Intelligent Systems
Multi-Output Regularized Feature Projection
IEEE Transactions on Knowledge and Data Engineering
An Experimental Study on Pedestrian Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bayesian Gaussian Process Classification with the EM-EP Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM Computing Surveys (CSUR)
Image classification using cluster cooccurrence matrices of local relational features
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Joint categorization of queries and clips for web-based video search
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
The challenge problem for automated detection of 101 semantic concepts in multimedia
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Mapping learning in eigenspace for harmonious caricature generation
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
The influence of cross-validation on video classification performance
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Have things changed now?: an empirical study of bug characteristics in modern open source software
Proceedings of the 1st workshop on Architectural and system support for improving software dependability
Adaptive non-linear clustering in data streams
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
3DString: a feature string kernel for 3D object classification on voxelized data
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Effective and efficient classification on a search-engine model
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Efficient model selection for regularized linear discriminant analysis
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Coupling feature selection and machine learning methods for navigational query identification
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Adapting Web information extraction knowledge via mining site-invariant and site-dependent features
ACM Transactions on Internet Technology (TOIT)
Extracting Actionable Knowledge from Decision Trees
IEEE Transactions on Knowledge and Data Engineering
Tracking People by Learning Their Appearance
IEEE Transactions on Pattern Analysis and Machine Intelligence
Approximate Reasoning in MAS: Rough Set Approach
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
Frames, Reproducing Kernels, Regularization and Learning
The Journal of Machine Learning Research
The Journal of Machine Learning Research
A Unifying View of Sparse Approximate Gaussian Process Regression
The Journal of Machine Learning Research
An EMD-based recognition method for Chinese fonts and styles
Pattern Recognition Letters
Isolated word recognition with the liquid state machine: a case study
Information Processing Letters - Special issue on applications of spiking neural networks
Statistical learning theory for location fingerprinting in wireless LANs
Computer Networks and ISDN Systems
Detecting social interactions of the elderly in a nursing home environment
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Some Equivalences between Kernel Methods and Information Theoretic Methods
Journal of VLSI Signal Processing Systems
Extracting symbolic rules from trained neural network ensembles
AI Communications - Artificial Intelligence Advances in China
Discriminative training of a neural network statistical parser
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
A study on convolution kernels for shallow semantic parsing
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Multi-criteria-based active learning for named entity recognition
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
A kernel PCA method for superior word sense disambiguation
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Adaptive simplification of solution for support vector machine
Pattern Recognition
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Extracting relations with integrated information using kernel methods
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Exploring various knowledge in relation extraction
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Reading level assessment using support vector machines and statistical language models
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Kernel-based pronoun resolution with structured syntactic knowledge
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Learning event durations from event descriptions
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Automatic learning of textual entailments with cross-pair similarities
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
A progressive feature selection algorithm for ultra large feature spaces
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Noun phrase chunking in Hebrew: influence of lexical and morphological features
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Semantic role labeling via FrameNet, VerbNet and PropBank
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Linear-time dependency analysis for Japanese
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Deterministic dependency parsing of English text
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
A deterministic word dependency analyzer enhanced with preference learning
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Using bag-of-concepts to improve the performance of support vector machines in text categorization
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Probabilistic sentence reduction using support vector machines
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Correcting category errors in text classification
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Semantic role labeling using dependency trees
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
A language independent method for question classification
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Using names and topics for new event detection
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Speeding up training with tree kernels for node relation labeling
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Discretization based learning approach to information retrieval
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Training neural network language models on very large corpora
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Minimum sample risk methods for language modeling
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Discourse chunking and its application to sentence compression
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Detection of entity mentions occurring in English and Chinese text
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Query expansion with the minimum user feedback by transductive learning
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Towards automatic scoring of non-native spontaneous speech
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
A machine learning based approach to evaluating retrieval systems
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
A fast kernel-based nonlinear discriminant analysis for multi-class problems
Pattern Recognition
Kernel matching pursuit classifier ensemble
Pattern Recognition
Confidence-based classifier design
Pattern Recognition
FS_SFS: A novel feature selection method for support vector machines
Pattern Recognition
Non-parametric classifier-independent feature selection
Pattern Recognition
Face detection using discriminating feature analysis and Support Vector Machine
Pattern Recognition
Classifying protein sequences using hydropathy blocks
Pattern Recognition
Classification of gene-expression data: The manifold-based metric learning way
Pattern Recognition
Neighbor number, valley seeking and clustering
Pattern Recognition Letters
A genetic system based on simulated crossover of sequences of two-bit genes
Theoretical Computer Science
Information Sciences: an International Journal
An intelligent learning diagnosis system for Web-based thematic learning platform
Computers & Education
Trainable fusion rules. I. Large sample size case
Neural Networks
Cancer gene search with data-mining and genetic algorithms
Computers in Biology and Medicine
A novel feature selection algorithm for text categorization
Expert Systems with Applications: An International Journal
Large margin DragPushing strategy for centroid text categorization
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Face detection in gray scale images using locally linear embeddings
Computer Vision and Image Understanding
A Real generalization of discrete AdaBoost
Artificial Intelligence
Letters: Support vector perceptrons
Neurocomputing
Fingerprint matching based on weighting method and the SVM
Neurocomputing
Anatomical sketch understanding: Recognizing explicit and implicit structure
Artificial Intelligence in Medicine
Expert Systems with Applications: An International Journal
An application of one-class support vector machines in content-based image retrieval
Expert Systems with Applications: An International Journal
Identification of contributing variables using kernel-based discriminant modeling and reconstruction
Expert Systems with Applications: An International Journal
Computers in Biology and Medicine
Optic flow estimation by support vector regression
Engineering Applications of Artificial Intelligence
A SVM-based approach to microwave breast cancer detection
Engineering Applications of Artificial Intelligence
Scanning world wide web documents with the vector space model
Decision Support Systems
A hybrid model for exchange rate prediction
Decision Support Systems
Ensemble methods for spoken emotion recognition in call-centres
Speech Communication
Automatic discrimination between laughter and speech
Speech Communication
Fundamenta Informaticae - Contagious Creativity - In Honor of the 80th Birthday of Professor Solomon Marcus
Towards a syllabus repository for computer science courses
Proceedings of the 38th SIGCSE technical symposium on Computer science education
Binet-Cauchy Kernels on Dynamical Systems and its Application to the Analysis of Dynamic Scenes
International Journal of Computer Vision
Classifying web documents in a hierarchy of categories: a comprehensive study
Journal of Intelligent Information Systems
Berlin Brain-Computer Interface-The HCI communication channel for discovery
International Journal of Human-Computer Studies
Knowledge and Information Systems - Special Issue on Mining Low-Quality Data
Accurate Cancer Classification Using Expressions of Very Few Genes
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Immune network based ensembles
Neurocomputing
Information Sciences: an International Journal
Ginisupport vector machines for segmental minimum Bayes risk decoding of continuous speech
Computer Speech and Language
K-T.R.A.C.E: A kernel k-means procedure for classification
Computers and Operations Research
Multimedia Tools and Applications
A hybrid SVM/DDBHMM decision fusion modeling for robust continuous digital speech recognition
Pattern Recognition Letters
Virtual relevant documents in text categorization with support vector machines
Information Processing and Management: an International Journal
Information retrieval performance measures for a current awareness report composition aid
Information Processing and Management: an International Journal
Design and implementation of NN5 for Hong Kong stock price forecasting
Engineering Applications of Artificial Intelligence
A trainable feature extractor for handwritten digit recognition
Pattern Recognition
An empirical study of three machine learning methods for spam filtering
Knowledge-Based Systems
On bounding the delay of a critical path
Proceedings of the 2006 IEEE/ACM international conference on Computer-aided design
Optimizing combustion efficiency of a circulating fluidized boiler: A data mining approach
International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers from the KES2004 conference
Implementing automated diagnostic systems for breast cancer detection
Expert Systems with Applications: An International Journal
Credit scoring with a data mining approach based on support vector machines
Expert Systems with Applications: An International Journal
ENCARA2: Real-time detection of multiple faces at different resolutions in video streams
Journal of Visual Communication and Image Representation
Pattern recognition with SVM and dual-tree complex wavelets
Image and Vision Computing
Computational Biology and Chemistry
Robust ASR using Support Vector Machines
Speech Communication
Handicapping attacker's confidence: an alternative to k-anonymization
Knowledge and Information Systems
Learning payoff functions in infinite games
Machine Learning
Creating a quality map of a slate deposit using support vector machines
Journal of Computational and Applied Mathematics
Text classification: A least square support vector machine approach
Applied Soft Computing
Hybrid multi-agent framework for detection of stealthy probes
Applied Soft Computing
Computer Methods and Programs in Biomedicine
ECG beats classification using multiclass support vector machines with error correcting output codes
Digital Signal Processing
Detail-preserving image information restoration guided by SVM based noise mapping
Digital Signal Processing
Adaptive anomaly detection with evolving connectionist systems
Journal of Network and Computer Applications - Special issue: Network and information security: A computational intelligence approach
D-SCIDS: distributed soft computing intrusion detection system
Journal of Network and Computer Applications - Special issue: Network and information security: A computational intelligence approach
Modeling intrusion detection system using hybrid intelligent systems
Journal of Network and Computer Applications - Special issue: Network and information security: A computational intelligence approach
Feature set decomposition for decision trees
Intelligent Data Analysis
Multi-Class Learning by Smoothed Boosting
Machine Learning
Stability of Unstable Learning Algorithms
Machine Learning
Face detection with boosted Gaussian features
Pattern Recognition
A robust deterministic annealing algorithm for data clustering
Data & Knowledge Engineering
Selection of relevant genes in cancer diagnosis based on their prediction accuracy
Artificial Intelligence in Medicine
On the generalization error of fixed combinations of classifiers
Journal of Computer and System Sciences
Demographic prediction based on user's browsing behavior
Proceedings of the 16th international conference on World Wide Web
Pedestrian detection and tracking in infrared imagery using shape and appearance
Computer Vision and Image Understanding
Fish age analysis and classification with kernel methods
Pattern Recognition Letters
A self-organizing neural network for detecting novelties
Proceedings of the 2007 ACM symposium on Applied computing
Semi-automatic model integration using matching transformations and weaving models
Proceedings of the 2007 ACM symposium on Applied computing
Improving web spam classification using rank-time features
AIRWeb '07 Proceedings of the 3rd international workshop on Adversarial information retrieval on the web
Transductive link spam detection
AIRWeb '07 Proceedings of the 3rd international workshop on Adversarial information retrieval on the web
The performance bounds of learning machines based on exponentially strongly mixing sequences
Computers & Mathematics with Applications
Expert Systems with Applications: An International Journal
Feature selection for the SVM: An application to hypertension diagnosis
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Predicting object-oriented software maintainability using multivariate adaptive regression splines
Journal of Systems and Software
Oblique Multicategory Decision Trees Using Nonlinear Programming
INFORMS Journal on Computing
Prediction in Marketing Using the Support Vector Machine
Marketing Science
Bounds on Error Expectation for Support Vector Machines
Neural Computation
Efficient Computation and Model Selection for the Support Vector Regression
Neural Computation
Training Recurrent Networks by Evolino
Neural Computation
Support Vector Ordinal Regression
Neural Computation
Neighborhood Property--Based Pattern Selection for Support Vector Machines
Neural Computation
Software note: ECS: An automatic enzyme classifier based on functional domain composition
Computational Biology and Chemistry
Learning linear PCA with convex semi-definite programming
Pattern Recognition
Ellipsoidal support vector clustering for functional MRI analysis
Pattern Recognition
Identifying and classifying subjective claims
dg.o '07 Proceedings of the 8th annual international conference on Digital government research: bridging disciplines & domains
Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis
The Journal of Machine Learning Research
A Direct Method for Building Sparse Kernel Learning Algorithms
The Journal of Machine Learning Research
One-Class Novelty Detection for Seizure Analysis from Intracranial EEG
The Journal of Machine Learning Research
Nonparametric Quantile Estimation
The Journal of Machine Learning Research
Exact 1-Norm Support Vector Machines Via Unconstrained Convex Differentiable Minimization
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Adaptive Prototype Learning Algorithms: Theoretical and Experimental Studies
The Journal of Machine Learning Research
A Stochastic Algorithm for Feature Selection in Pattern Recognition
The Journal of Machine Learning Research
Consistent Feature Selection for Pattern Recognition in Polynomial Time
The Journal of Machine Learning Research
Gini Support Vector Machine: Quadratic Entropy Based Robust Multi-Class Probability Regression
The Journal of Machine Learning Research
Anytime Learning of Decision Trees
The Journal of Machine Learning Research
Interactive Semisupervised Learning for Microarray Analysis
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Subcellular Localization Prediction with New Protein Encoding Schemes
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Data Mining and Predictive Modeling of Biomolecular Network from Biomedical Literature Databases
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Document Classification Based on Support Vector Machine Using a Concept Vector Model
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Integration of Ontology Data through Learning Instance Matching
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
A machine learning approach to TCP throughput prediction
Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
An algorithm for approximate counting using limited memory resources
Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Efficient summarization-aware search for online news articles
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
The VC dimension of k-uniform random hypergraphs
Random Structures & Algorithms
Negative Samples Analysis in Relevance Feedback
IEEE Transactions on Knowledge and Data Engineering
Location Estimation via Support Vector Regression
IEEE Transactions on Mobile Computing
Engineering Applications of Artificial Intelligence
On linear separability of data sets in feature space
Neurocomputing
A study of context inference for Web-based information systems
Electronic Commerce Research and Applications
Breast cancer diagnosis using least square support vector machine
Digital Signal Processing
Fuzzy component based object detection
International Journal of Approximate Reasoning
A three-tier IDS via data mining approach
Proceedings of the 3rd annual ACM workshop on Mining network data
A novel fuzzy compensation multi-class support vector machine
Applied Intelligence
An empirical study of Chinese chunking
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Discriminative classifiers for deterministic dependency parsing
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Semantic parsing with structured SVM ensemble classification models
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Nuisance free recognition of hand postures over a tabletop display
VisHCI '06 Proceedings of the HCSNet workshop on Use of vision in human-computer interaction - Volume 56
Multiple instance learning for sparse positive bags
Proceedings of the 24th international conference on Machine learning
Direct convex relaxations of sparse SVM
Proceedings of the 24th international conference on Machine learning
An integrated approach to feature invention and model construction for drug activity prediction
Proceedings of the 24th international conference on Machine learning
Discriminant analysis in correlation similarity measure space
Proceedings of the 24th international conference on Machine learning
Hybrid huberized support vector machines for microarray classification
Proceedings of the 24th international conference on Machine learning
Data mining for lifetime prediction of metallic components
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Hybrid huberized support vector machines for microarray classification
Proceedings of the 24th international conference on Machine learning
Expensive optimization, uncertain environment: an EA-based solution
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Rough set based 1-v-1 and 1-v-r approaches to support vector machine multi-classification
Information Sciences: an International Journal
A hybrid machine learning approach to network anomaly detection
Information Sciences: an International Journal
Integrated kernels and their properties
Pattern Recognition
Multiclass classifiers based on dimension reduction with generalized LDA
Pattern Recognition
A robust shot transition detection method based on support vector machine in compressed domain
Pattern Recognition Letters
Extracting semantics in a clinical scenario
ACSW '07 Proceedings of the fifth Australasian symposium on ACSW frontiers - Volume 68
Visual equivalence: towards a new standard for image fidelity
ACM SIGGRAPH 2007 papers
Support vector regression for classifier prediction
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Genetically designed multiple-kernels for improving the SVM performance
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Learn from web search logs to organize search results
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Regularized clustering for documents
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
A support vector method for optimizing average precision
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Vision-based bicycle/motorcycle classification
Pattern Recognition Letters
Using pseudo amino acid composition to predict protein subnuclear localization: Approached with PSSM
Pattern Recognition Letters
Length-weighted string kernels for sequence data classification
Pattern Recognition Letters
Integrating support vector machines and neural networks
Neural Networks
Classification by ensembles from random partitions of high-dimensional data
Computational Statistics & Data Analysis
Enhanced max margin learning on multimodal data mining in a multimedia database
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
SemanticVox: a multilingual video search engine
Proceedings of the 6th ACM international conference on Image and video retrieval
Inducing a perceptual relevance shape classifier
Proceedings of the 6th ACM international conference on Image and video retrieval
Towards optimal bag-of-features for object categorization and semantic video retrieval
Proceedings of the 6th ACM international conference on Image and video retrieval
The feature and spatial covariant kernel: adding implicit spatial constraints to histogram
Proceedings of the 6th ACM international conference on Image and video retrieval
Video search in concept subspace: a text-like paradigm
Proceedings of the 6th ACM international conference on Image and video retrieval
Size-density spectra and their application to image classification
Pattern Recognition
Iterative sliced inverse regression for segmentation of ultrasound and MR images
Pattern Recognition
Computer Methods and Programs in Biomedicine
Machine assessment of neonatal facial expressions of acute pain
Decision Support Systems
Voting ensembles for spoken affect classification
Journal of Network and Computer Applications
Ranking-based evaluation of regression models
Knowledge and Information Systems
Noise reduction through summarization for Web-page classification
Information Processing and Management: an International Journal
A survey of kernel and spectral methods for clustering
Pattern Recognition
Data-driven decomposition for multi-class classification
Pattern Recognition
Structured large margin machines: sensitive to data distributions
Machine Learning
New Least Squares Support Vector Machines Based on Matrix Patterns
Neural Processing Letters
Journal of Intelligent Information Systems
A new intrusion detection system using support vector machines and hierarchical clustering
The VLDB Journal — The International Journal on Very Large Data Bases
POP: Patchwork of Parts Models for Object Recognition
International Journal of Computer Vision
Automatic hardware implementation tool for a discrete Adaboost-based decision algorithm
EURASIP Journal on Applied Signal Processing
Image steganalysis with binary similarity measures
EURASIP Journal on Applied Signal Processing
Authentic facial expression analysis
Image and Vision Computing
Object recognition by artificial cortical maps
Neural Networks
The optimal design of weighted order statistics filters by using support vector machines
EURASIP Journal on Applied Signal Processing
Classification-based spatial error concealment for visual communications
EURASIP Journal on Applied Signal Processing
A natural image model approach to splicing detection
Proceedings of the 9th workshop on Multimedia & security
EURASIP Journal on Applied Signal Processing
A comparative analysis of kernel subspace target detectors for hyperspectral imagery
EURASIP Journal on Applied Signal Processing
A tutorial on text-independent speaker verification
EURASIP Journal on Applied Signal Processing
A robust color object analysis approach to efficient image retrieval
EURASIP Journal on Applied Signal Processing
An improved way tomake large-scale SVR learning practical
EURASIP Journal on Applied Signal Processing
Regularized regression on image manifold for retrieval
Proceedings of the international workshop on Workshop on multimedia information retrieval
Video diver: generic video indexing with diverse features
Proceedings of the international workshop on Workshop on multimedia information retrieval
Adapting appearance models of semantic concepts to particular videos via transductive learning
Proceedings of the international workshop on Workshop on multimedia information retrieval
A comparative study of Minimax Probability Machine-based approaches for face recognition
Pattern Recognition Letters
Iris recognition based on score level fusion by using SVM
Pattern Recognition Letters
Apple color grading based on organization feature parameters
Pattern Recognition Letters
Semismooth Newton support vector machine
Pattern Recognition Letters
Reducing the number of sub-classifiers for pairwise multi-category support vector machines
Pattern Recognition Letters
Knowledge and Information Systems
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Proceedings of the 15th international conference on Multimedia
Parameterizing random test data according to equivalence classes
Proceedings of the 2nd international workshop on Random testing: co-located with the 22nd IEEE/ACM International Conference on Automated Software Engineering (ASE 2007)
KernTune: self-tuning Linux kernel performance using support vector machines
Proceedings of the 2007 annual research conference of the South African institute of computer scientists and information technologists on IT research in developing countries
Towards a query optimizer for text-centric tasks
ACM Transactions on Database Systems (TODS)
Perceptron and SVM learning with generalized cost models
Intelligent Data Analysis
Classification with sparse grids using simplicial basis functions
Intelligent Data Analysis
Dynamic support vector machines for non-stationary time series forecasting
Intelligent Data Analysis
Foundations and Trends® in Computer Graphics and Vision
Time-varying biomedical signals analysis with multiclass support vector machines
BIEN '07 Proceedings of the fifth IASTED International Conference: biomedical engineering
"The synthesis": forecasting corn cash prices using a synthetic model of wavelets and SVMS
MOAS'07 Proceedings of the 18th conference on Proceedings of the 18th IASTED International Conference: modelling and simulation
A convergent decomposition algorithm for support vector machines
Computational Optimization and Applications
Accurately learning from few examples with a polyhedral classifier
Computational Optimization and Applications
Artificial Intelligence in Medicine
Reducing examples to accelerate support vector regression
Pattern Recognition Letters
Non-asymptotic calibration and resolution
Theoretical Computer Science
Information acquisition using multiple classifications
Proceedings of the 4th international conference on Knowledge capture
Text detection and restoration in natural scene images
Journal of Visual Communication and Image Representation
A kernel optimization method based on the localized kernel Fisher criterion
Pattern Recognition
A general soft method for learning SVM classifiers with L1-norm penalty
Pattern Recognition
Classification in an informative sample subspace
Pattern Recognition
Synergy of Lip-Motion and Acoustic Features in Biometric Speech and Speaker Recognition
IEEE Transactions on Computers
Learning to Transform Time Series with a Few Examples
IEEE Transactions on Pattern Analysis and Machine Intelligence
Nonsmooth Optimization Techniques for Semisupervised Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Mining competent case bases for case-based reasoning
Artificial Intelligence
Finite sample effects of the fast ICA algorithm
Neurocomputing
Letters: Compact multi-class support vector machine
Neurocomputing
Ensemble methods for classification of patients for personalized medicine with high-dimensional data
Artificial Intelligence in Medicine
Predicting vulnerable software components
Proceedings of the 14th ACM conference on Computer and communications security
A graph-theoretical approach for pattern discovery in epidemiological research
IBM Systems Journal
Fast evaluation of neural networks via confidence rating
Neurocomputing
Extended support vector interval regression networks for interval input-output data
Information Sciences: an International Journal
Support vector fuzzy adaptive network in regression analysis
Computers & Mathematics with Applications
An experimental evaluation of simplicity in rule learning
Artificial Intelligence
Named entity recognition in Vietnamese using classifier voting
ACM Transactions on Asian Language Information Processing (TALIP)
Automatic eye winks interpretation system for human-machine interface
Journal on Image and Video Processing
Developing learning strategies for topic-based summarization
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Automatic call section segmentation for contact-center calls
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Learning on the border: active learning in imbalanced data classification
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
A two-stage approach to domain adaptation for statistical classifiers
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Journal of Biomedical Informatics
Selecting differentially expressed genes using minimum probability of classification error
Journal of Biomedical Informatics
Support vector machine for 3D modelling from sparse geological information of various origins
Computers & Geosciences
A machine learning approach to web page filtering using content and structure analysis
Decision Support Systems
Protein secondary structure prediction using distance based classifiers
International Journal of Approximate Reasoning
Active learning for microarray data
International Journal of Approximate Reasoning
Expert Systems with Applications: An International Journal
A two-level approach to choose the cost parameter in support vector machines
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Response modeling with support vector regression
Expert Systems with Applications: An International Journal
Data mining approaches for modeling complex electronic circuit design activities
Computers and Industrial Engineering
Computer aided diagnosis of ECG data on the least square support vector machine
Digital Signal Processing
Usage of eigenvector methods in implementation of automated diagnostic systems for ECG beats
Digital Signal Processing
Incorporating prior knowledge in support vector regression
Machine Learning
An incremental learning framework for estimating signal controllability in unit-level verification
Proceedings of the 2007 IEEE/ACM international conference on Computer-aided design
Depth silhouettes for gesture recognition
Pattern Recognition Letters
Analysis of EEG signals by combining eigenvector methods and multiclass support vector machines
Computers in Biology and Medicine
Computers in Biology and Medicine
Minimization of error functionals over perceptron networks
Neural Computation
Expert Systems with Applications: An International Journal
CompSysTech '07 Proceedings of the 2007 international conference on Computer systems and technologies
Survey paper: Optimal experimental design and some related control problems
Automatica (Journal of IFAC)
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Journal of the American Society for Information Science and Technology
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
Classification of gene functions using support vector machine for time-course gene expression data
Computational Statistics & Data Analysis
Management of uncertainty in Statistical Reasoning: The case of Regression Analysis
International Journal of Approximate Reasoning
Computers and Electronics in Agriculture
Improving inductive logic programming by using simulated annealing
Information Sciences: an International Journal
Information Sciences: an International Journal
Content Based Re-ranking Scheme for Video Queries on the Web
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Label Propagation through Linear Neighborhoods
IEEE Transactions on Knowledge and Data Engineering
Denoising in the domain of spectrotemporal modulations
EURASIP Journal on Audio, Speech, and Music Processing
Local prediction of non-linear time series using support vector regression
Pattern Recognition
Kernel quadratic discriminant analysis for small sample size problem
Pattern Recognition
Applying sequential rules to protein localization prediction
Computers & Mathematics with Applications
An information theoretic approach for improving data driven prediction of protein model quality
Computers & Mathematics with Applications
Recognizing cars in aerial imagery to improve orthophotos
Proceedings of the 15th annual ACM international symposium on Advances in geographic information systems
Collaboration over time: characterizing and modeling network evolution
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Personal name classification in web queries
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Online prediction model based on support vector machine
Neurocomputing
Application of wrapper approach and composite classifier to the stock trend prediction
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Online option price forecasting by using unscented Kalman filters and support vector machines
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An empirical study of sentiment analysis for chinese documents
Expert Systems with Applications: An International Journal
A Multi-criteria Convex Quadratic Programming model for credit data analysis
Decision Support Systems
Kernel class-wise locality preserving projection
Information Sciences: an International Journal
Kernel quadratic discriminant analysis for small sample size problem
Pattern Recognition
Local prediction of non-linear time series using support vector regression
Pattern Recognition
Computers and Operations Research
LabelMe: A Database and Web-Based Tool for Image Annotation
International Journal of Computer Vision
Multi-group support vector machines with measurement costs: A biobjective approach
Discrete Applied Mathematics
A decision support system to facilitate management of patients with acute gastrointestinal bleeding
Artificial Intelligence in Medicine
Cybernetics and Systems Analysis
Sequential Bayesian kernel modelling with non-Gaussian noise
Neural Networks
Author identification: Using text sampling to handle the class imbalance problem
Information Processing and Management: an International Journal
A hybrid AANN-KPCA approach to sensor data validation
AIC'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Informatics and Communications - Volume 7
A new intrusion detection method based on data-oriented classification of attacks
ACS'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Computer Science - Volume 7
CEA'07 Proceedings of the 2007 annual Conference on International Conference on Computer Engineering and Applications
ACOS'07 Proceedings of the 6th Conference on WSEAS International Conference on Applied Computer Science - Volume 6
Multilevel Image Coding with Hyperfeatures
International Journal of Computer Vision
A rough margin based support vector machine
Information Sciences: an International Journal
A stopping criterion for active learning
Computer Speech and Language
Journal of Biomedical Informatics
Feature forest models for probabilistic hpsg parsing
Computational Linguistics
Hierarchical learning strategy in semantic relation extraction
Information Processing and Management: an International Journal
Type-2 fuzzy logic-based classifier fusion for support vector machines
Applied Soft Computing
Game-theoretic probability and defensive forecasting
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Feature synthesized EM algorithm for image retrieval
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Incremental margin algorithm for large margin classifiers
Neurocomputing
Mining software repositories for comprehensible software fault prediction models
Journal of Systems and Software
Predicting defect-prone software modules using support vector machines
Journal of Systems and Software
A large margin approach for writer independent online handwriting classification
Pattern Recognition Letters
Engineering Applications of Artificial Intelligence
Japanese dependency analysis based on improved SVM and KNN
SMO'07 Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization
Improving SVM classifiers training using artificial samples
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
Decision-level fusion for vehicle detection
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
Cellular automata for simulating land use changes based on support vector machines
Computers & Geosciences
RISP: A web-based server for prediction of RNA-binding sites in proteins
Computer Methods and Programs in Biomedicine
A Fuzzy support vector classifier based on Bayesian optimization
Fuzzy Optimization and Decision Making
Quadratic kernel-free non-linear support vector machine
Journal of Global Optimization
Logistic support vector machines and their application to gene expression data
International Journal of Bioinformatics Research and Applications
Protein sub-cellular localisation prediction by analysis of short-range residue correlations
International Journal of Bioinformatics Research and Applications
MESSM: a framework for protein fold recognition using Neural Networks and Support Vector Machines
International Journal of Bioinformatics Research and Applications
Annealing robust fuzzy basis function for modelling with noise and outliers
International Journal of Computer Applications in Technology
International Journal of Electronic Finance
Incremental learning for spoken affect classification and its application in call-centres
International Journal of Intelligent Systems Technologies and Applications
A comparison of reduced support vector machines
International Journal of Intelligent Systems Technologies and Applications
Bi-level clustering of mixed categorical and numerical biomedical data
International Journal of Data Mining and Bioinformatics
Kernel design for RNA classification using Support Vector Machines
International Journal of Data Mining and Bioinformatics
Data-driven enhancement of facial attractiveness
ACM SIGGRAPH 2008 papers
Upright orientation of man-made objects
ACM SIGGRAPH 2008 papers
Real-time prediction of order flowtimes using support vector regression
Computers and Operations Research
A face detection and recognition system in color image series
Mathematics and Computers in Simulation
Intelligent techniques for cigarette formula design
Mathematics and Computers in Simulation
Computational Statistics & Data Analysis
Machine learning for efficient neighbor selection in unstructured P2P networks
SYSML'07 Proceedings of the 2nd USENIX workshop on Tackling computer systems problems with machine learning techniques
Regularized query classification using search click information
Pattern Recognition
SemreX: Efficient search in a semantic overlay for literature retrieval
Future Generation Computer Systems
Risk-sensitive loss functions for sparse multi-category classification problems
Information Sciences: an International Journal
A customer satisfaction degree evaluation model based on support vector machine
Proceedings of the 1st international conference on Forensic applications and techniques in telecommunications, information, and multimedia and workshop
Study on the application of SVM in supplier primary election
Proceedings of the 1st international conference on Forensic applications and techniques in telecommunications, information, and multimedia and workshop
Flexible document categorisation
AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases
Author identification using writer-dependent and writer-independent strategies
Proceedings of the 2008 ACM symposium on Applied computing
TCM-KNN scheme for network anomaly detection using feature-based optimizations
Proceedings of the 2008 ACM symposium on Applied computing
Premium changes effects on insurance customers using neural networks
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Machine learning with genetic multivariate polynomials
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Process modeling of non-contact reverse engineering process
ISCGAV'07 Proceedings of the 7th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision
Learning recursive functions: A survey
Theoretical Computer Science
An analysis of facial expression recognition under partial facial image occlusion
Image and Vision Computing
"How do you know that I don't understand?" A look at the future of intelligent tutoring systems
Computers in Human Behavior
An impulsive noise color image filter using learning-based color morphological operations
Digital Signal Processing
Neural network aided breast cancer detection and diagnosis
NN'06 Proceedings of the 7th WSEAS International Conference on Neural Networks
Pedestrian recognition in road sequences
ISPRA'06 Proceedings of the 5th WSEAS International Conference on Signal Processing, Robotics and Automation
AIC'05 Proceedings of the 5th WSEAS International Conference on Applied Informatics and Communications
Circular road signs recognition with soft classifiers
Integrated Computer-Aided Engineering - Artificial Neural Networks
Estimating electropalatographic patterns from the speech signal
Computer Speech and Language
Improving relevance judgment of web search results with image excerpts
Proceedings of the 17th international conference on World Wide Web
Generating diverse and representative image search results for landmarks
Proceedings of the 17th international conference on World Wide Web
Active learning for e-rulemaking: public comment categorization
dg.o '08 Proceedings of the 2008 international conference on Digital government research
A study in rule-specific issue categorization for e-rulemaking
dg.o '08 Proceedings of the 2008 international conference on Digital government research
Analyzing currency crises' real effects with partial least squares sensitivity analysis
Intelligent Data Analysis
Principled reasoning and practical applications of alert fusion in intrusion detection systems
Proceedings of the 2008 ACM symposium on Information, computer and communications security
Applying genetic algorithms and support vector machines to the gene selection problem
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - VIII Brazilian Symposium on Neural Networks
Genetic fuzzy classification fusion of multiple SVMs for biomedical data
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Evolutionary computation in bioinformatics
Combining feature selection and feature reduction for protein classification
SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
Mixed-integer programming for kernel-based classifiers
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Multi-layer objectionable video classification system using local-global information
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Automatic evaluation of traffic sign visibility using SVM recognition methods
ISCGAV'05 Proceedings of the 5th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision
Design methodology for configurable analog to digital conversion using support vector machines
Microelectronics Journal
Mathematical symbol recognition with support vector machines
Pattern Recognition Letters
Foundations and Trends in Information Retrieval
Application of support vector machines on prediction of repeat visitation
CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
A learning theory approach to non-interactive database privacy
STOC '08 Proceedings of the fortieth annual ACM symposium on Theory of computing
International Journal of Knowledge-based and Intelligent Engineering Systems
Automated recognition of cellular phenotypes by support vector machines with feature reduction
International Journal of Knowledge-based and Intelligent Engineering Systems - Extended papers selected from KES-2006
Using support vector machines in data mining
ISTASC'04 Proceedings of the 4th WSEAS International Conference on Systems Theory and Scientific Computation
MATH'07 Proceedings of the 12th WSEAS International Conference on Applied Mathematics
A novel image watermarking scheme against desynchronization attacks by SVR revision
Journal of Visual Communication and Image Representation
The linear neuron as marker selector and clinical predictor in cancer gene analysis
Computer Methods and Programs in Biomedicine
General solution and learning method for binary classification with performance constraints
Pattern Recognition Letters
Bayes Machines for binary classification
Pattern Recognition Letters
Regularity selection for effective 3D object reconstruction from a single line drawing
Pattern Recognition Letters
Classification of functional data: A segmentation approach
Computational Statistics & Data Analysis
News aware volatility forecasting: is the content of news important?
AusDM '07 Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70
Classification for accuracy and insight: a weighted sum approach
AusDM '07 Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70
SVM-based interactive document retrieval with active learning
New Generation Computing
Behavioral detection of malware on mobile handsets
Proceedings of the 6th international conference on Mobile systems, applications, and services
Expert Systems with Applications: An International Journal
Resource allocation neural network in portfolio selection
Expert Systems with Applications: An International Journal
A hybrid wavelet analysis and support vector machines in forecasting development of manufacturing
Expert Systems with Applications: An International Journal
Effective spam filtering: A single-class learning and ensemble approach
Decision Support Systems
Locality sensitive semi-supervised feature selection
Neurocomputing
Automatic medical image annotation and retrieval
Neurocomputing
Classification model for product form design using fuzzy support vector machines
Computers and Industrial Engineering
Statistical pattern recognition in remote sensing
Pattern Recognition
Retrieval of Italian legal literature: a case of semantic search using legal vocabulary
DCMI '05 Proceedings of the 2005 international conference on Dublin Core and metadata applications: vocabularies in practice
Automated diagnosis of sewer pipe defects based on machine learning approaches
Expert Systems with Applications: An International Journal
Utilize bootstrap in small data set learning for pilot run modeling of manufacturing systems
Expert Systems with Applications: An International Journal
Review: A new training method for support vector machines: Clustering k-NN support vector machines
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
The theoretical foundations of statistical learning theory based on fuzzy number samples
Information Sciences: an International Journal
Filtering segmentation cuts for digit string recognition
Pattern Recognition
Probabilistic optimized ranking for multimedia semantic concept detection via RVM
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Integrating Cross-Language Hierarchies and Its Application to Retrieving Relevant Documents
ACM Transactions on Asian Language Information Processing (TALIP)
Rapid bootstrapping of statistical spoken dialogue systems
Speech Communication
Information Sciences: an International Journal
Comparative evaluation of automatic age-progression methodologies
EURASIP Journal on Advances in Signal Processing
Independent component analysis for magnetic resonance image analysis
EURASIP Journal on Advances in Signal Processing
EURASIP Journal on Advances in Signal Processing
Multimedia Tools and Applications
Media objects for user-centered similarity matching
Multimedia Tools and Applications
Reduced computation for evolutionary optimization in noisy environment
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Risk prediction and risk factors identification from imbalanced data with RPMBGA+
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Utilization of Discretization method on the diagnosis of optic nerve disease
Computer Methods and Programs in Biomedicine
Classification of face images using local iterated function systems
Machine Vision and Applications
Training SVM with indefinite kernels
Proceedings of the 25th international conference on Machine learning
Polyhedral classifier for target detection: a case study: colorectal cancer
Proceedings of the 25th international conference on Machine learning
Stopping conditions for exact computation of leave-one-out error in support vector machines
Proceedings of the 25th international conference on Machine learning
Modified MMI/MPE: a direct evaluation of the margin in speech recognition
Proceedings of the 25th international conference on Machine learning
ν-support vector machine as conditional value-at-risk minimization
Proceedings of the 25th international conference on Machine learning
The Journal of Machine Learning Research
Max-margin Classification of Data with Absent Features
The Journal of Machine Learning Research
Linear-Time Computation of Similarity Measures for Sequential Data
The Journal of Machine Learning Research
Estimating the Confidence Interval for Prediction Errors of Support Vector Machine Classifiers
The Journal of Machine Learning Research
Kernelized fuzzy attribute C-means clustering algorithm
Fuzzy Sets and Systems
Fuzzy one-class support vector machines
Fuzzy Sets and Systems
Application of distributed SVM architectures in classifying forest data cover types
Computers and Electronics in Agriculture
Computational Complexity
Speedpath prediction based on learning from a small set of examples
Proceedings of the 45th annual Design Automation Conference
Functional test selection based on unsupervised support vector analysis
Proceedings of the 45th annual Design Automation Conference
Statistical diagnosis of unmodeled systematic timing effects
Proceedings of the 45th annual Design Automation Conference
Variations of the two-spiral task
Connection Science
A neural network-based approach for optimising rubber extrusion lines
International Journal of Computer Integrated Manufacturing
International Journal of Remote Sensing
Hidden space-based nonlinear discriminant feature extraction method
International Journal of Computer Mathematics - Computer Vision and Pattern Recognition
International Journal of Computer Mathematics - Bioinformatics
A classification method based on generalized eigenvalue problems
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
Robust support vector machines for classification and computational issues
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
A new adaptive digital audio watermarking based on support vector machine
Journal of Network and Computer Applications
Kernels, regularization and differential equations
Pattern Recognition
Waveprint: Efficient wavelet-based audio fingerprinting
Pattern Recognition
An efficient kernel matrix evaluation measure
Pattern Recognition
Wrapper filtering criteria via linear neuron and kernel approaches
Computers in Biology and Medicine
Kernel discriminant analysis based feature selection
Neurocomputing
Multiclass support vector machines for diagnosis of erythemato-squamous diseases
Expert Systems with Applications: An International Journal
Detection of valvular heart disorders using wavelet packet decomposition and support vector machine
Expert Systems with Applications: An International Journal
Integrating GA-based time-scale feature extractions with SVMs for stock index forecasting
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Kernel maximum scatter difference based feature extraction and its application to face recognition
Pattern Recognition Letters
Support vector regression from simulation data and few experimental samples
Information Sciences: an International Journal
Search structures and algorithms for personalized ranking
Information Sciences: an International Journal
Partitioned logistic regression for spam filtering
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning methods for lung tumor markerless gating in image-guided radiotherapy
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning from multi-topic web documents for contextual advertisement
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
The identification of users by relational agents
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 1
Towards robust semantic role labeling
Computational Linguistics
Effective and efficient classification on a search-engine model
Knowledge and Information Systems
Impact of imputation of missing values on classification error for discrete data
Pattern Recognition
Assessing creative problem-solving with automated text grading
Computers & Education
Privacy-preserving classification of vertically partitioned data via random kernels
ACM Transactions on Knowledge Discovery from Data (TKDD)
oDect: an RFID-based object detection API to support applications development on mobile devices
Software—Practice & Experience
A note on phase transitions and computational pitfalls of learning from sequences
Journal of Intelligent Information Systems
Cross-validation and bootstrapping are unreliable in small sample classification
Pattern Recognition Letters
Texture classification using invariant ranklet features
Pattern Recognition Letters
A distributed PSO-SVM hybrid system with feature selection and parameter optimization
Applied Soft Computing
Letters: Spike-based cross-entropy method for reconstruction
Neurocomputing
Ontology negotiation in heterogeneous multi-agent systems: The ANEMONE system
Applied Ontology - Formal Ontologies for Communicating Agents
Soft clustering using weighted one-class support vector machines
Pattern Recognition
A speed and mechanical torque observer based on WLSVR
ACACOS'08 Proceedings of the 7th WSEAS International Conference on Applied Computer and Applied Computational Science
A hybrid GA & back propagation approach for gene selection and classification of microarray data
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Identifying psycho-social fingerprints in medical and engineering documents
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Multi-dimensional features reduction of PCA on SVM classifier for imaging surveillance application
ISPRA'08 Proceedings of the 7th WSEAS International Conference on Signal Processing, Robotics and Automation
Robust Handwritten Character Recognition with Features Inspired by Visual Ventral Stream
Neural Processing Letters
Estimates of Data Complexity in Neural-Network Learning
SOFSEM '07 Proceedings of the 33rd conference on Current Trends in Theory and Practice of Computer Science
Visual Methods for Examining SVM Classifiers
Visual Data Mining
Towards Effective Visual Data Mining with Cooperative Approaches
Visual Data Mining
A Novel Architecture for the Classification and Visualization of Sequential Data
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Support, Relevance and Spectral Learning for Time Series
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Improving SVM Performance Using a Linear Combination of Kernels
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Boosting RVM Classifiers for Large Data Sets
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
An Evolutionary Programming Based SVM Ensemble Model for Corporate Failure Prediction
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Computational Intelligence and Security
Range Image Based Classification System Using Support Vector Machines
Computational Intelligence and Security
Learning SVM with Varied Example Cost: A kNN Evaluating Approach
Computational Intelligence and Security
Feature Extraction Using Histogram Entropies of Euclidean Distances for Vehicle Classification
Computational Intelligence and Security
Classifiers for Vegetation and Forest Mapping with Low Resolution Multiespectral Imagery
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Automatic Labeling of Colonoscopy Video for Cancer Detection
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
The Condition of Kernelizing an Algorithm and an Equivalence Between Kernel Methods
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Regularized Knowledge-Based Kernel Machine
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Active Learning with Support Vector Machines for Tornado Prediction
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Kimberlites Identification by Classification Methods
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
Credit Risk Evaluation Using Support Vector Machine with Mixture of Kernel
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
Building Behavior Scoring Model Using Genetic Algorithm and Support Vector Machines
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
An Intelligent CRM System for Identifying High-Risk Customers: An Ensemble Data Mining Approach
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
epsilon-Support Vector and Large-Scale Data Mining Problems
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Crude Oil Price Prediction Based On Multi-scale Decomposition
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Construction and Application of PSO-SVM Model for Personal Credit Scoring
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part IV: ICCS 2007
A Probabilistic Approach to Feature Selection for Multi-class Text Categorization
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Prediction of Chaotic Time Series Using LS-SVM with Simulated Annealing Algorithms
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Fuzzy Neural Network Classification Design Using Support Vector Machine in Welding Defect
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Decomposition Method for Tree Kernels
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
The Kernelized Geometrical Bisection Methods
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Kernel Fisher NPE for Face Recognition
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Simultaneously Prediction of Network Traffic Flow Based on PCA-SVR
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Symmetry Based Two-Dimensional Principal Component Analysis for Face Recognition
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Incremental Nonlinear Proximal Support Vector Machine
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Support Vector Machine with Composite Kernels for Time Series Prediction
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Neuromorphic Quantum-Based Adaptive Support Vector Regression for Tuning BWGC/NGARCH Forecast Model
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Universal Steganalysis Using Multiwavelet Higher-Order Statistics and Support Vector Machines
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Online Least Squares Support Vector Machines Based on Wavelet and Its Applications
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Hybrid Support Vector Machine and General Model Approach for Audio Classification
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
An Improved SVM Based on 1-Norm for Selection of Personal Credit Scoring Index System
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
A Fast and Accurate Progressive Algorithm for Training Transductive SVMs
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Soft-Sensor Method Based on Least Square Support Vector Machines Within Bayesian Evidence Framework
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Simulation of Time Series Prediction Based on Smooth Support Vector Regression
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Predicting Time Series Using Incremental Langrangian Support Vector Regression
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
One-Class SVM Based Segmentation for SAR Image
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
A Novel Improvement of Neural Network Classification Using Further Division of Partition Space
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
Predicting Human Immunodeficiency Virus (HIV) Drug Resistance Using Recurrent Neural Networks
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
Filtering Documents with a Hybrid Neural Network Model
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
Coefficient Structure of Kernel Perceptrons and Support Vector Reduction
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
A Support Vector Method for Estimating Joint Density of Medical Images
IWINAC '07 Proceedings of the 2nd international work-conference on Nature Inspired Problem-Solving Methods in Knowledge Engineering: Interplay Between Natural and Artificial Computation, Part II
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Nonlinear Feature Selection by Relevance Feature Vector Machine
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Analyzing the Performance of Spam Filtering Methods When Dimensionality of Input Vector Changes
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
DWT-Based Audio Watermarking Using Support Vector Regression and Subsampling
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
Combining One Class Fuzzy KNN's
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
Evaluating Membership Functions for Fuzzy Discrete SVM
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
An Alternative Splicing Predictor in C.Elegans Based on Time Series Analysis
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
An Improved SVM Classifier for Medical Image Classification
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
Assessing Classification Accuracy in the Revision Stage of a CBR Spam Filtering System
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
A Criterion for Learning the Data-Dependent Kernel for Classification
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Classification of Business Travelers Using SVMs Combined with Kernel Principal Component Analysis
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Automatic Hidden Web Database Classification
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Advanced Tree-Based Kernels for Protein Classification
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
Mining Web Data for Image Semantic Annotation
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
On the Necessity and Feasibility of Detecting a Driver's Emotional State While Driving
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
A Hilbert Space Embedding for Distributions
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Learning Kernel Perceptrons on Noisy Data Using Random Projections
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
XML Document Classification Using Extended VSM
Focused Access to XML Documents
Comparing Two Emotion Models for Deriving Affective States from Physiological Data
Affect and Emotion in Human-Computer Interaction
Multi-level Fusion for Semantic Video Content Indexing and Retrieval
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Switched and PieceWise Nonlinear Hybrid System Identification
HSCC '08 Proceedings of the 11th international workshop on Hybrid Systems: Computation and Control
Using Image Stimuli to Drive fMRI Analysis
Neural Information Processing
Self-Organizing Clustering with Map of Nonlinear Varieties Representing Variation in One Class
Neural Information Processing
Neural Information Processing
Multi-Scale Kernel Latent Variable Models for Nonlinear Time Series Pattern Matching
Neural Information Processing
Classification of Documents Based on the Structure of Their DOM Trees
Neural Information Processing
Characteristics Preserving of Ultrasound Medical Images Based on Kernel Principal Component Analysis
Medical Imaging and Informatics
Potential Distribution Modelling Using Machine Learning
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
Toward a Theory of Embodied Statistical Learning
SAB '08 Proceedings of the 10th international conference on Simulation of Adaptive Behavior: From Animals to Animats
An Incremental Feature Learning Algorithm Based on Least Square Support Vector Machine
FAW '08 Proceedings of the 2nd annual international workshop on Frontiers in Algorithmics
Ubiquitous and Robust Text-Independent Speaker Recognition for Home Automation Digital Life
UIC '08 Proceedings of the 5th international conference on Ubiquitous Intelligence and Computing
Reducing False Alarm of Video-Based Smoke Detection by Support Vector Machine
PAISI, PACCF and SOCO '08 Proceedings of the IEEE ISI 2008 PAISI, PACCF, and SOCO international workshops on Intelligence and Security Informatics
Identifying Chinese E-Mail Documents' Authorship for the Purpose of Computer Forensic
PAISI, PACCF and SOCO '08 Proceedings of the IEEE ISI 2008 PAISI, PACCF, and SOCO international workshops on Intelligence and Security Informatics
Word Sense Disambiguation for Vocabulary Learning
ITS '08 Proceedings of the 9th international conference on Intelligent Tutoring Systems
Simple Incremental One-Class Support Vector Classification
Proceedings of the 30th DAGM symposium on Pattern Recognition
Improving the Run-Time Performance of Multi-class Support Vector Machines
Proceedings of the 30th DAGM symposium on Pattern Recognition
Solving Regression by Learning an Ensemble of Decision Rules
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Maximal Margin Estimation with Perceptron-Like Algorithm
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
An Optimization-Based Classification Approach with the Non-additive Measure
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part II
OplAnalyzer: A Toolbox for MALDI-TOF Mass Spectrometry Data Analysis
MDA '08 Proceedings of the 3rd international conference on Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry
Cell Phones Personal Authentication Systems Using Multimodal Biometrics
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Analysis of Anatomical Linear Structure Information in Mammographic Risk Assessment
IWDM '08 Proceedings of the 9th international workshop on Digital Mammography
Speed Up SVM Algorithm for Massive Classification Tasks
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
AWSum --- Data Mining for Insight
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
BICA: A Boolean Indepenedent Component Analysis Approach
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Sparse Bayes Machines for Binary Classification
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Online Clustering of Non-stationary Data Using Incremental and Decremental SVM
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Efficient Feature Selection for PTR-MS Fingerprinting of Agroindustrial Products
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Statistical Assessment of MSigDB Gene Sets in Colon Cancer
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Reducing SVR Support Vectors by Using Backward Deletion
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
Empirical Analysis of Reliability Estimates for Individual Regression Predictions
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
Combining Multiple Features for Automatic Text Summarization through Machine Learning
PROPOR '08 Proceedings of the 8th international conference on Computational Processing of the Portuguese Language
Supervised Isomap with Dissimilarity Measures in Embedding Learning
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Reclassification of Linearly Classified Data Using Constraint Databases
ADBIS '08 Proceedings of the 12th East European conference on Advances in Databases and Information Systems
Cascade RSVM in Peer-to-Peer Networks
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
On the Equivalence of the SMO and MDM Algorithms for SVM Training
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
Reasoning Web
An Improved Support Vector Machine for the Classification of Imbalanced Biological Datasets
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Application Research of Support Vector Machines in Dynamical System State Forecasting
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Transformers Fault Diagnosis Based on Support Vector Machines and Dissolved Gas Analysis
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Adaptive Hybrid SMC-SVM Control for a Class of Nonaffine Nonlinear Systems
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Fuzzy SVM Training Based on the Improved Particle Swarm Optimization
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
A New Weighted Support Vector Machine for Regression and Its Parameters Optimization
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
An Alternative to Center-Based Clustering Algorithm Via Statistical Learning Analysis
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Monitoring SIP Traffic Using Support Vector Machines
RAID '08 Proceedings of the 11th international symposium on Recent Advances in Intrusion Detection
Prostate Cancer Probability Maps Based on Ultrasound RF Time Series and SVM Classifiers
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Classification of Suspected Liver Metastases Using fMRI Images: A Machine Learning Approach
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
A Learning Approach to Early Bug Prediction in Deployed Software
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
Structural Support Vector Machine
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
An Estimation of the Optimal Gaussian Kernel Parameter for Support Vector Classification
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Imbalanced SVM Learning with Margin Compensation
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Path Algorithms for One-Class SVM
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Chattering-Free LS-SVM Sliding Mode Control
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Selection of Gaussian Kernel Parameter for SVM Based on Convex Estimation
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Multiple Sources Data Fusion Strategies Based on Multi-class Support Vector Machine
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
A Sparse Sampling Method for Classification Based on Likelihood Factor
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Emotion Recognition in Chinese Natural Speech by Combining Prosody and Voice Quality Features
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
SVM Model Based on Particle Swarm Optimization for Short-Term Load Forecasting
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Neural Network Research Progress and Applications in Forecast
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Learning to Trade with Incremental Support Vector Regression Experts
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Explore Residue Significance in Peptide Classification
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Text Classification on Embedded Manifolds
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
A Bahadur Representation of the Linear Support Vector Machine
The Journal of Machine Learning Research
On Relevant Dimensions in Kernel Feature Spaces
The Journal of Machine Learning Research
Boosting Chinese Question Answering with Two Lightweight Methods: ABSPs and SCO-QAT
ACM Transactions on Asian Language Information Processing (TALIP)
A twin-candidate model for learning-based anaphora resolution
Computational Linguistics
Computational Linguistics
Predicting going concern opinion with data mining
Decision Support Systems
A machine learning methodology for the analysis of workplace accidents
International Journal of Computer Mathematics - Recent Advances in Computational and Applied Mathematics in Science and Engineering
International Journal of Systems Science
International Journal of Remote Sensing
EFFECTIVENESS OF SUPPORT VECTOR MACHINE FOR CRIME HOT-SPOTS PREDICTION
Applied Artificial Intelligence
CRAWLING THE CONSTRUCTION WEB-A MACHINE-LEARNING APPROACH WITHOUT NEGATIVE EXAMPLES
Applied Artificial Intelligence
Using granular computing model to induce scheduling knowledge in dynamic manufacturing environments
International Journal of Computer Integrated Manufacturing
Entropy-based associative classification algorithm for mining manufacturing data
International Journal of Computer Integrated Manufacturing
Chunking for massive nonlinear kernel classification
Optimization Methods & Software
Classification model selection via bilevel programming
Optimization Methods & Software - Mathematical programming in data mining and machine learning
Fast semi-supervised SVM classifiers using a priori metric information
Optimization Methods & Software - Mathematical programming in data mining and machine learning
Non-smoothness in classification problems
Optimization Methods & Software - THE JOINT EUROPT-OMS CONFERENCE ON OPTIMIZATION, 4-7 JULY, 2007, PRAGUE, CZECH REPUBLIC, PART I
Vapnik's learning theory applied to energy consumption forecasts in residential buildings
International Journal of Computer Mathematics - INNOVATIVE ALGORITHMS IN SCIENCE AND ENGINEERING
International Journal of Remote Sensing
An improved SVM method P-SVM for classification of remotely sensed data
International Journal of Remote Sensing
Ensemble of support vector machines for land cover classification
International Journal of Remote Sensing
Estimation of individual prediction reliability using the local sensitivity analysis
Applied Intelligence
Using Laplace and angular measures for Feature Selection in Text Categorisation
International Journal of Advanced Intelligence Paradigms
Data description and noise filtering based detection with its application and performance comparison
Expert Systems with Applications: An International Journal
Imbalanced text classification: A term weighting approach
Expert Systems with Applications: An International Journal
A local experts organization model with application to face emotion recognition
Expert Systems with Applications: An International Journal
Consistent and coherent learning with δ-delay
Information and Computation
Computers and Electronics in Agriculture
TraClass: trajectory classification using hierarchical region-based and trajectory-based clustering
Proceedings of the VLDB Endowment
Comparison of approaches for estimating reliability of individual regression predictions
Data & Knowledge Engineering
Support vector machines for detection of electrocardiographic changes in partial epileptic patients
Engineering Applications of Artificial Intelligence
Determination of ocean primary productivity using support vector machines
International Journal of Remote Sensing - Satellite observations of the atmosphere, ocean and their interface in relation to climate, natural hazards and management of the coastal zone
Application of Higher Order Spectra for the Identification of Diabetes Retinopathy Stages
Journal of Medical Systems
Improving performance of intrusion detection system by applying a new machine learning strategy
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
Object detection using image reconstruction with PCA
Image and Vision Computing
Learning with sample dependent hypothesis spaces
Computers & Mathematics with Applications
A comparative study on rough set based class imbalance learning
Knowledge-Based Systems
Ranking-order case-based reasoning for financial distress prediction
Knowledge-Based Systems
Text classification based on multi-word with support vector machine
Knowledge-Based Systems
Kernel methods, syntax and semantics for relational text categorization
Proceedings of the 17th ACM conference on Information and knowledge management
A Comparison of three evolutionary strategies for multiobjective genetic programming
Artificial Intelligence Review
Large-scale content-based audio retrieval from text queries
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Perplexity-based evidential neural network classifier fusion using mpeg-7 low-level visual features
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Reliability forecasting by recurrent Support Vector Regression
International Journal of Artificial Intelligence and Soft Computing
Containment of network worms via per-process rate-limiting
Proceedings of the 4th international conference on Security and privacy in communication netowrks
Message estimation for universal steganalysis using multi-classification support vector machine
Computer Standards & Interfaces
A Discriminative Learning Method of TAN Classifier
ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
A Comparison of Multiclass SVM Methods for Real World Natural Scenes
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Gabor Filter-Based Fingerprint Anti-spoofing
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
PRIB '08 Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics
PRIB '08 Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics
Evolutionary product-unit neural networks classifiers
Neurocomputing
Kernel least mean square algorithm with constrained growth
Signal Processing
Selection of significant independent components for ECG beat classification
Expert Systems with Applications: An International Journal
Boosting and measuring the performance of ensembles for a successful database marketing
Expert Systems with Applications: An International Journal
A hybrid SOFM-SVR with a filter-based feature selection for stock market forecasting
Expert Systems with Applications: An International Journal
Construction of supervised and unsupervised learning systems for multilingual text categorization
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Forecasting volatility based on wavelet support vector machine
Expert Systems with Applications: An International Journal
Cross-correlation aided support vector machine classifier for classification of EEG signals
Expert Systems with Applications: An International Journal
AADT prediction using support vector regression with data-dependent parameters
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A stroke filter and its application to text localization
Pattern Recognition Letters
Robust support vector regression in the primal
Neural Networks
Information Sciences: an International Journal
Kernel methods for regression model based on variable selection
International Journal of Knowledge Engineering and Soft Data Paradigms
Similarity measures for binary and numerical data: a survey
International Journal of Knowledge Engineering and Soft Data Paradigms
A non-probabilistic recognizer of stochastic signals based on KLT
Signal Processing
Nonparallel plane proximal classifier
Signal Processing
Data gravitation based classification
Information Sciences: an International Journal
Support vector regression for link load prediction
Computer Networks: The International Journal of Computer and Telecommunications Networking
Hierarchical Learning in Classification of Structured Objects
RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
Evolving Fuzzy Rules with UCS: Preliminary Results
Learning Classifier Systems
Revisiting UCS: Description, Fitness Sharing, and Comparison with XCS
Learning Classifier Systems
Substructural Surrogates for Learning Decomposable Classification Problems
Learning Classifier Systems
A Theoretical Derivation of the Kernel Extreme Energy Ratio Method for EEG Feature Extraction
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Relevance Feedback Learning for Web Image Retrieval Using Soft Support Vector Machine
Advanced Web and NetworkTechnologies, and Applications
Hierarchical Classification of Web Pages Using Support Vector Machine
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
A Novel Pen-Based Flowchart Recognition System for Programming Teaching
Advances in Blended Learning
Validating the Detection of Everyday Concepts in Visual Lifelogs
SAMT '08 Proceedings of the 3rd International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
Selection and Fusion of Similarity Measure Based Classifiers Using Support Vector Machines
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Optimal Kernel in a Class of Kernels with an Invariant Metric
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Categorizing Perceptions of Indoor Rooms Using 3D Features
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Active Contours Driven by Supervised Binary Classifiers for Texture Segmentation
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Efficient Facial Feature Detection Using Entropy and SVM
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Classification of Multispectral High-Resolution Satellite Imagery Using LIDAR Elevation Data
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Iris recognition based on multialgorithmic fusion
WSEAS Transactions on Information Science and Applications
Predicting News Story Importance Using Language Features
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Keyword-Labeled Classification with Auxiliary Unlabeled Documents
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Implementing News Article Category Browsing Based on Text Categorization Technique
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Word Similarity Based on an Ensemble Model Using Ranking SVMs
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Using k-Interactive Measure in Optimization-Based Data Mining
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Select Objective Functions for Multiple Criteria Programming Classification
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Parallel neural networks for multimodal video genre classification
Multimedia Tools and Applications
Prototype classification: Insights from machine learning
Neural Computation
Computer Methods and Programs in Biomedicine
Classification techniques with minimal labelling effort and application to medical reports
International Journal of Data Mining and Bioinformatics
An ontology data matching method for web information integration
Proceedings of the 10th International Conference on Information Integration and Web-based Applications & Services
Bellwether analysis: Searching for cost-effective query-defined predictors in large databases
ACM Transactions on Knowledge Discovery from Data (TKDD)
Support vector censored quantile regression under random censoring
Computational Statistics & Data Analysis
Computational Statistics & Data Analysis
Recursive reduced least squares support vector regression
Pattern Recognition
Computers in Biology and Medicine
Supplier selection based on hierarchical potential support vector machine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Ensemble one-class support vector machines for content-based image retrieval
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Fuzzy support vector machines with the uncertainty of parameter C
Expert Systems with Applications: An International Journal
Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions
Expert Systems with Applications: An International Journal
Empirical analysis of support vector machine ensemble classifiers
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Fault diagnosis of low speed bearing based on relevance vector machine and support vector machine
Expert Systems with Applications: An International Journal
Data mining-based intrusion detectors
Expert Systems with Applications: An International Journal
Short Communication: A geometric method for model selection in support vector machine
Expert Systems with Applications: An International Journal
A relational approach to probabilistic classification in a transductive setting
Engineering Applications of Artificial Intelligence
Concept detection and keyframe extraction using a visual thesaurus
Multimedia Tools and Applications
A decision support system for detecting products missing from the shelf based on heuristic rules
Decision Support Systems
Using salience to segment desktop activity into projects
Proceedings of the 14th international conference on Intelligent user interfaces
An algorithm for the recognition of levels of congestion in road traffic problems
Mathematics and Computers in Simulation
Visual word proximity and linguistics for semantic video indexing and near-duplicate retrieval
Computer Vision and Image Understanding
Application of support vector machines in scour prediction on grade-control structures
Engineering Applications of Artificial Intelligence
Fabric defect detection based on multiple fractal features and support vector data description
Engineering Applications of Artificial Intelligence
Use of particle swarm optimization for machinery fault detection
Engineering Applications of Artificial Intelligence
Sensitivity analysis of partitioning-based face recognition algorithms on occlusions
AEE'07 Proceedings of the 6th conference on Applications of electrical engineering
A model for a complex polynomial SVM kernel
SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization
A Collaborative Bayesian Image Annotation Framework
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Vision-Based Semi-supervised Homecare with Spatial Constraint
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
A Transductive Learning Method for Interactive Image Segmentation
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Steganalysis Versus Splicing Detection
IWDW '07 Proceedings of the 6th International Workshop on Digital Watermarking
Integrating Image Segmentation and Classification for Fuzzy Knowledge-Based Multimedia Indexing
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Robust Facial Feature Location on Gray Intensity Face
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
X-Ray Image Classification and Retrieval Using Ensemble Combination of Visual Descriptors
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Interactive Abnormal Condition Sign Discovery for Hydroelectric Power Plants
New Frontiers in Applied Data Mining
Stray Example Sheltering by Loss Regularized SVM and kNN Preprocessor
Neural Processing Letters
An evolutionary approach for achieving scalability with general regression neural networks
Natural Computing: an international journal
Asymmetrical interval regression using extended ε -SVM with robust algorithm
Fuzzy Sets and Systems
Discontinuity detection in multivariate space for stochastic simulations
Journal of Computational Physics
Supervised locally linear embedding with probability-based distance for classification
Computers & Mathematics with Applications
Journal of Biomedical Informatics
Multi-class support vector machine for classification of the ultrasonic images of supraspinatus
Expert Systems with Applications: An International Journal
A hybrid evolutionary algorithm for attribute selection in data mining
Expert Systems with Applications: An International Journal
Kernel based nonlinear dimensionality reduction for microarray gene expression data analysis
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Fault classifier of rotating machinery based on weighted support vector data description
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
The forecasting model based on wavelet ν-support vector machine
Expert Systems with Applications: An International Journal
Mining the customer credit using hybrid support vector machine technique
Expert Systems with Applications: An International Journal
Computational Statistics & Data Analysis
Silicon feedback to improve frequency of high-performance microprocessors: an overview
Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design
Gene Classification Using Codon Usage and Support Vector Machines
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Arbitrary norm support vector machines
Neural Computation
Enhancing artificial intelligence on a real mobile game
International Journal of Computer Games Technology - Artificial Intelligence for Computer Games
A robust image watermarking algorithm using SVR detection
Expert Systems with Applications: An International Journal
Fuzzy multi-class classifier based on support vector data description and improved PCM
Expert Systems with Applications: An International Journal
Using the self organizing map for clustering of text documents
Expert Systems with Applications: An International Journal
Computers and Industrial Engineering
Quadratic programming formulations for classificationand regression
Optimization Methods & Software - THE JOINT EUROPT-OMS CONFERENCE ON OPTIMIZATION, 4-7 JULY, 2007, PRAGUE, CZECH REPUBLIC, PART II
Virtual genetic coding and time series analysis for alternative splicing prediction in C. elegans
Artificial Intelligence in Medicine
Support vector machines regression and modeling of greenhouse environment
Computers and Electronics in Agriculture
Locally application of cascade generalization for classification problems
Intelligent Decision Technologies
Extractive Support Vector Algorithm on Support Vector Machines for Image Restoration
Fundamenta Informaticae
Game bot identification based on manifold learning
Proceedings of the 7th ACM SIGCOMM Workshop on Network and System Support for Games
An automatic method for burn scar mapping using support vector machines
International Journal of Remote Sensing
Sharp quadratic majorization in one dimension
Computational Statistics & Data Analysis
Cycle-breaking acceleration of SVM training
Neurocomputing
Letters: On the bias of batch Bellman residual minimisation
Neurocomputing
Gaussian kernel optimization for pattern classification
Pattern Recognition
A simultaneous learning framework for clustering and classification
Pattern Recognition
Journal of Biomedical Informatics
Psychiatric document retrieval using a discourse-aware model
Artificial Intelligence
A method for improving the accuracy of data mining classification algorithms
Computers and Operations Research
Learning complexity vs communication complexity
Combinatorics, Probability and Computing
Kernel Trees for Support Vector Machines
IEICE - Transactions on Information and Systems
Statistical-Based Approach to Non-segmented Language Processing
IEICE - Transactions on Information and Systems
Improved Classification for Problem Involving Overlapping Patterns
IEICE - Transactions on Information and Systems
A Randomness Based Analysis on the Data Size Needed for Removing Deceptive Patterns
IEICE - Transactions on Information and Systems
Modeling Network Intrusion Detection System Using Feature Selection and Parameters Optimization
IEICE - Transactions on Information and Systems
A New Approach for Personal Identification Based on dVCG
IEICE - Transactions on Information and Systems
Proceedings of the International Conference on Advances in Computing, Communication and Control
Multi-class SVM classifier for english handwritten digit recognition using manual class segmentation
Proceedings of the International Conference on Advances in Computing, Communication and Control
Support vector regression based image denoising
Image and Vision Computing
Latent space domain transfer between high dimensional overlapping distributions
Proceedings of the 18th international conference on World wide web
Community gravity: measuring bidirectional effects by trust and rating on online social networks
Proceedings of the 18th international conference on World wide web
Mining extremely small data sets with application to software reuse
Software—Practice & Experience
Local Dimensionality Reduction for Non-Parametric Regression
Neural Processing Letters
Rough ν-support vector regression
Expert Systems with Applications: An International Journal
Predicting business failure using multiple case-based reasoning combined with support vector machine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A Parallel Corpus Labeled Using Open and Restricted Domain Ontologies
CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing
Acoustic feature selection for automatic emotion recognition from speech
Information Processing and Management: an International Journal
SkyFinder: attribute-based sky image search
ACM SIGGRAPH 2009 papers
An empirical study on selective sampling in active learning for splog detection
Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web
A Context-Aware System that Changes Sensor Combinations Considering Energy Consumption
Pervasive '08 Proceedings of the 6th International Conference on Pervasive Computing
AutoPCS: A Phrase-Based Text Categorization System for Similar Texts
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Document Clustering Description Extraction and Its Application
ICCPOL '09 Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy
Latent Variable Models for Causal Knowledge Acquisition
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Case-Sensitivity of Classifiers for WSD: Complex Systems Disambiguate Tough Words Better
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Information Theory, Relative Entropy and Statistics
Formal Theories of Information
A Statistical Learning Perspective of Genetic Programming
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
Exploiting Flickr Tags and Groups for Finding Landmark Photos
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
DTU: A Decision Tree for Uncertain Data
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
An Efficient Method for Generating, Storing and Matching Features for Text Mining
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
A Kernel Framework for Protein Residue Annotation
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Financial time series forecasting using independent component analysis and support vector regression
Decision Support Systems
EEG-based classification for elbow versus shoulder torque intentions involving stroke subjects
Computers in Biology and Medicine
Computers & Mathematics with Applications
Computational Protocol for Screening GPI-anchored Proteins
BICoB '09 Proceedings of the 1st International Conference on Bioinformatics and Computational Biology
An Automatic Video Text Detection, Localization and Extraction Approach
Advanced Internet Based Systems and Applications
A Hierarchical n-Grams Extraction Approach for Classification Problem
Advanced Internet Based Systems and Applications
Modelling of a new solar air heater through least-squares support vector machines
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Ridgelet-based fake fingerprint detection
Neurocomputing
Artificial Intelligence in Medicine
Brief paper: Novel adaptive neural control design for nonlinear MIMO time-delay systems
Automatica (Journal of IFAC)
Multiclass classification and gene selection with a stochastic algorithm
Computational Statistics & Data Analysis
HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis
Applied Intelligence
ACM Computing Surveys (CSUR)
Acquisition of a classification model for a risk search system from unbalanced textual examples
International Journal of Business Intelligence and Data Mining
SLIPstream: scalable low-latency interactive perception on streaming data
Proceedings of the 18th international workshop on Network and operating systems support for digital audio and video
Approximate kernel matrix computation on GPUs forlarge scale learning applications
Proceedings of the 23rd international conference on Supercomputing
Fault diagnosis of power transformer based on support vector machine with genetic algorithm
Expert Systems with Applications: An International Journal
Recognition of Western style musical genres using machine learning techniques
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Using support vector machine with a hybrid feature selection method to the stock trend prediction
Expert Systems with Applications: An International Journal
Construct support vector machine ensemble to detect traffic incident
Expert Systems with Applications: An International Journal
Supervised projection approach for boosting classifiers
Pattern Recognition
Semi-structured document categorization with a semantic kernel
Pattern Recognition
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Free hand sketch understanding using SVMs-chain modeling for spatial and temporal patterns
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
The development of a schema for semantic annotation: Gain brought by a formal ontological method
Applied Ontology - Biomedical Ontology in Action
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Computationally efficient analysis of cable-stayed bridge for GA-based optimization
Engineering Applications of Artificial Intelligence
Searching for interacting features in subset selection
Intelligent Data Analysis
An overview of advances in reliability estimation of individual predictions in machine learning
Intelligent Data Analysis
AD-SVMs: A light extension of SVMs for multicategory classification
International Journal of Hybrid Intelligent Systems - Data Mining and Hybrid Intelligent Systems
GLM and SVM analyses of neural response to tonal and atonal stimuli: new techniques and a comparison
Connection Science - Music, Brain, Cognition
Supervised machine learning algorithms for protein structure classification
Computational Biology and Chemistry
Accurate text localization in images based on SVM output scores
Image and Vision Computing
Texture analysis for ulcer detection in capsule endoscopy images
Image and Vision Computing
A low complexity robust detector in impulsive noise
Signal Processing
Auto-correlation wavelet support vector machine
Image and Vision Computing
Active learning for directed exploration of complex systems
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Deep learning from temporal coherence in video
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
A model-free ensemble method for class prediction with application to biomedical decision making
Artificial Intelligence in Medicine
Computers in Biology and Medicine
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Statistical M-Estimation and Consistency in Large Deformable Models for Image Warping
Journal of Mathematical Imaging and Vision
Wavelet-based multiresolution analysis of ridges for fingerprint liveness detection
International Journal of Information and Computer Security
GA-based learning bias selection mechanism for real-time scheduling systems
Expert Systems with Applications: An International Journal
Detecting stock-price manipulation in an emerging market: The case of Turkey
Expert Systems with Applications: An International Journal
Development of smart sensors system for machine fault diagnosis
Expert Systems with Applications: An International Journal
Combining different biometric traits with one-class classification
Signal Processing
Analytic center of spherical shells and its application to analytic center machine
Computational Optimization and Applications
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Clinical text classification under the Open and Closed Topic Assumptions
International Journal of Data Mining and Bioinformatics
An approximate approach for training polynomial kernel SVMs in linear time
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
Using Support Vector Machines for feature-oriented profile-based recommendations
International Journal of Advanced Intelligence Paradigms
Habituation detection with Allen-Cahn boundary generation
International Journal of Advanced Intelligence Paradigms
A Concept Lattice-Based Kernel for SVM Text Classification
ICFCA '09 Proceedings of the 7th International Conference on Formal Concept Analysis
The Bounds on the Rate of Uniform Convergence of Learning Process on Uncertainty Space
ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks
The Key Theorem of Learning Theory on Uncertainty Space
ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks
Comparisons of Machine Learning Methods for Electricity Regional Reference Price Forecasting
ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks
Multi-information Fusion and Identification System for Laser Welding
ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks
Smoothing Newton Method for L1 Soft Margin Data Classification Problem
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Nearest Neighbor Convex Hull Classification Method for Face Recognition
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Foreign Exchange Rates Forecasting with a C-Ascending Least Squares Support Vector Regression Model
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Aeroengine Turbine Exhaust Gas Temperature Prediction Using Support Vector Machines
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
A Maximum Class Distance Support Vector Machine-Based Algorithm for Recursive Dimension Reduction
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Cooperative Recurrent Neural Network for Multiclass Support Vector Machine Learning
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Selective Ensemble Algorithms of Support Vector Machines Based on Constraint Projection
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Finite Element Model Updating Based on Least Squares Support Vector Machines
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Time Series Prediction Based on Generalization Bounds for Support Vector Machine
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Effective Detection of the Alzheimer Disease by Means of Coronal NMSE SVM Feature Classification
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Study of Double SMO Algorithm Based on Attributes Reduction
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Immune Particle Swarm Optimization for Support Vector Regression on Forest Fire Prediction
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Face Recognition Based on Histogram of Modular Gabor Feature and Support Vector Machines
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Face Image Recognition Combining Holistic and Local Features
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
An Intelligent Fault Diagnosis Method Based on Multiscale Entropy and SVMs
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Analysis of Two Neural Networks in the Intelligent Faults Diagnosis of Metallurgic Fan Machinery
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
An evolutionary method for constructing complex SVM kernels
MCBC'09 Proceedings of the 10th WSEAS international conference on Mathematics and computers in biology and chemistry
Classifier quality definition on the basis of the estimation calculation approach
EC'09 Proceedings of the 10th WSEAS international conference on evolutionary computing
Comparison of nonlinear methods for hematocrit estimation from the transduced anodic current curve
MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
Semi-supervised orthogonal discriminant analysis via label propagation
Pattern Recognition
MA-DIDS: A Multi-Agent Based Distributed Intrusion Detection System
Proceedings of the 2005 conference on Self-Organization and Autonomic Informatics (I)
Choosing Reading Passages for Vocabulary Learning by Topic to Increase Intrinsic Motivation
Proceedings of the 2007 conference on Artificial Intelligence in Education: Building Technology Rich Learning Contexts That Work
Adaptive Web SitesA Knowledge Extraction from Web Data Approach
Proceedings of the 2008 conference on Adaptive Web Sites: A Knowledge Extraction from Web Data Approach
Application of Self Organizing Maps to multi-resolution and multi-spectral remote sensed images
Proceedings of the 2009 conference on New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008
Comparison of Neural Classification Algorithms Applied to Land Cover Mapping
Proceedings of the 2009 conference on New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008
Shallow discourse structure for action item detection
ACTS '09 Proceedings of the HLT-NAACL 2006 Workshop on Analyzing Conversations in Text and Speech
Digital Watermarking and Steganography
Digital Watermarking and Steganography
Optimal Extension of Error Correcting Output Codes
Proceedings of the 2006 conference on Artificial Intelligence Research and Development
An Analysis of Support Vector Machines for Credit Risk Modeling
Proceedings of the 2008 conference on Applications of Data Mining in E-Business and Finance
Input Feedback Networks: Classification and Inference Based on Network Structure
Proceedings of the 2008 conference on Artificial General Intelligence 2008: Proceedings of the First AGI Conference
Defect Prediction in Hot Strip Rolling Using ANN and SVM
Proceedings of the 2008 conference on Tenth Scandinavian Conference on Artificial Intelligence: SCAI 2008
Intersection and Signed-Intersection Kernels for Intervals
Proceedings of the 2008 conference on Artificial Intelligence Research and Development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
Recognizing names in biomedical texts using hidden Markov model and SVM plus sigmoid
JNLPBA '04 Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications
Exploring deep knowledge resources in biomedical name recognition
JNLPBA '04 Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications
BioNLP '06 Proceedings of the Workshop on Linking Natural Language Processing and Biology: Towards Deeper Biological Literature Analysis
Face Age Classification on Consumer Images with Gabor Feature and Fuzzy LDA Method
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Word-Wise Thai and Roman Script Identification
ACM Transactions on Asian Language Information Processing (TALIP)
Kernel-based relation extraction from investigative data
Proceedings of The Third Workshop on Analytics for Noisy Unstructured Text Data
Learning by local kernel polarization
Neurocomputing
The theoretical fundamentals of learning theory based on fuzzy complex random samples
Fuzzy Sets and Systems
Interval regression analysis using support vector networks
Fuzzy Sets and Systems
TS-fuzzy system-based support vector regression
Fuzzy Sets and Systems
A dynamic holding strategy in public transit systems with real-time information
Applied Intelligence
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A PSO-based framework for dynamic SVM model selection
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Intelligent analysis in predicting outcome of out-of-hospital cardiac arrest
Computer Methods and Programs in Biomedicine
A quantitative stock prediction system based on financial news
Information Processing and Management: an International Journal
Candidate working set strategy based SMO algorithm in support vector machine
Information Processing and Management: an International Journal
A simple score normalisation technique for multimodal biometric authentication
International Journal of Biometrics
Biometric person authentication with liveness detection based on audio-visual fusion
International Journal of Biometrics
Feature fusion using Gabor filters and cooccurrence probabilities for fingerprint antispoofing
International Journal of Intelligent Systems Technologies and Applications
International Journal of Intelligent Systems Technologies and Applications
Global ranking by exploiting user clicks
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Automatic system testing of programs without test oracles
Proceedings of the eighteenth international symposium on Software testing and analysis
User-driven development of text mining resources for cancer risk assessment
BioNLP '09 Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing
Developing feature types for classifying clinical notes
BioNLP '07 Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing
Removal of Impulse Noise in Images by Means of the Use of Support Vector Machines
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Integrating Ensemble of Intelligent Systems for Modeling Stock Indices
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
A Simple Maximum Gain Algorithm for Support Vector Regression
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Simultaneous Identity and Expression Recognition Using Face Geometry on Low Dimensional Manifolds
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Boosting Support Vector Machines Successfully
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Comparing Feature Point Tracking with Dense Flow Tracking for Facial Expression Recognition
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part II: Bioinspired Applications in Artificial and Natural Computation
CIE-9-MC Code Classification with knn and SVM
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part II: Bioinspired Applications in Artificial and Natural Computation
Learning with Sequential Minimal Transductive Support Vector Machine
FAW '09 Proceedings of the 3d International Workshop on Frontiers in Algorithmics
A Machine Learning Approach to Mass Spectra Classification with Unsupervised Feature Selection
Computational Intelligence Methods for Bioinformatics and Biostatistics
A Robust Support Vector Regression Based on Fuzzy Clustering
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
ICOST '09 Proceedings of the 7th International Conference on Smart Homes and Health Telematics: Ambient Assistive Health and Wellness Management in the Heart of the City
Cross Language Information Extraction Knowledge Adaptation
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Foundations and Trends in Information Retrieval
Alignment-based surface patterns for factoid question answering systems
Integrated Computer-Aided Engineering - Selected papers from the IEEE Conference on Information Reuse and Integration (IRI), July 13-15, 2008
Probabilistic models for melodic prediction
Artificial Intelligence
Clustering High Dimensional Data Using SVM
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
A Hybrid Method for Forecasting Stock Market Trend Using Soft-Thresholding De-noise Model and SVM
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Face Verification Using Colour Kernels
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
An online condition number query system
Proceedings of the 46th Annual Southeast Regional Conference on XX
Constructing an ARP attack detection system with SNMP traffic data mining
Proceedings of the 11th International Conference on Electronic Commerce
International Journal of Remote Sensing
Training data selection for improving discriminative training of acoustic models
Pattern Recognition Letters
Iconic and multi-stroke gesture recognition
Pattern Recognition
Maize root complexity analysis using a Support Vector Machine method
Computers and Electronics in Agriculture
Optimal feature selection for the assessment of vocal fold disorders
Computers in Biology and Medicine
A mission for computational natural language learning
CoNLL-X '06 Proceedings of the Tenth Conference on Computational Natural Language Learning
Semantic role recognition using kernels on weighted marked ordered labeled trees
CoNLL-X '06 Proceedings of the Tenth Conference on Computational Natural Language Learning
Word distributions for thematic segmentation in a support vector machine approach
CoNLL-X '06 Proceedings of the Tenth Conference on Computational Natural Language Learning
Improving text categorization bootstrapping via unsupervised learning
ACM Transactions on Speech and Language Processing (TSLP)
A multiclass classification method based on decoding of binary classifiers
Neural Computation
Visual explanation of evidence in additive classifiers
IAAI'06 Proceedings of the 18th conference on Innovative applications of artificial intelligence - Volume 2
Text classification by labeling words
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
WikiRelate! computing semantic relatedness using wikipedia
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
When a decision tree learner has plenty of time
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Any time induction of decision trees: an iterative improvement approach
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Steganalysis by subtractive pixel adjacency matrix
Proceedings of the 11th ACM workshop on Multimedia and security
A Hybrid Documents Classification Based on SVM and Rough Sets
AST '09 Proceedings of the 2009 International e-Conference on Advanced Science and Technology
A Novel Conception Based Texts Classification Method
AST '09 Proceedings of the 2009 International e-Conference on Advanced Science and Technology
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A discrete mixture-based kernel for SVMs: Application to spam and image categorization
Information Processing and Management: an International Journal
Other-anaphora resolution in biomedical texts with automatically mined patterns
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Retrieving bilingual verb-noun collocations by integrating cross-language category hierarchies
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Parsing the SynTagRus treebank of Russian
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Emotion classification using massive examples extracted from the web
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Coreference systems based on kernels methods
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Chinese term extraction using minimal resources
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
A hybrid generative/discriminative framework to train a semantic parser from an un-annotated corpus
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Online phishing classification using adversarial data mining and signaling games
Proceedings of the ACM SIGKDD Workshop on CyberSecurity and Intelligence Informatics
Sales Intelligence Using Web Mining
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Segmentation of Lung Tumours in Positron Emission Tomography Scans: A Machine Learning Approach
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
Analysis of EEG Epileptic Signals with Rough Sets and Support Vector Machines
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
A lexically-intensive algorithm for domain-specific knowlegde acquisition
NeMLaP3/CoNLL '98 Proceedings of the Joint Conferences on New Methods in Language Processing and Computational Natural Language Learning
Classifying biological full-text articles for multi-database curation
EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Posters & Demonstrations
Re-ranking models for spoken language understanding
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Lightly supervised transliteration for machine translation
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Syntactic and semantic kernels for short text pair categorization
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Computer Vision and Image Understanding
Bayesian binary kernel probit model for microarray based cancer classification and gene selection
Computational Statistics & Data Analysis
Computers and Industrial Engineering
Another look at statistical learning theory and regularization
Neural Networks
Prototype selection based on sequential search
Intelligent Data Analysis
Learning Rule Ensembles for Ordinal Classification with Monotonicity Constraints
Fundamenta Informaticae - Fundamentals of Knowledge Technology
Lexicon acquisition for dialectal Arabic using transductive learning
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Automatically assessing review helpfulness
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Engineering of syntactic features for shallow semantic parsing
FeatureEng '05 Proceedings of the ACL Workshop on Feature Engineering for Machine Learning in Natural Language Processing
Predicting Customer Models Using Behavior-Based Features in Shops
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Di-codon Usage for Gene Classification
PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
Classification of Protein Interaction Sentences via Gaussian Processes
PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
Pedestrian Detection by Probabilistic Component Assembly
Proceedings of the 31st DAGM Symposium on Pattern Recognition
High-Level Fusion of Depth and Intensity for Pedestrian Classification
Proceedings of the 31st DAGM Symposium on Pattern Recognition
A comparison of fraud cues and classification methods for fake escrow website detection
Information Technology and Management
Comparing data mining methods with logistic regression in childhood obesity prediction
Information Systems Frontiers
Preferential text classification: learning algorithms and evaluation measures
Information Retrieval
Cutting-plane training of structural SVMs
Machine Learning
Artificial Intelligence in Medicine
Automated stress detection using keystroke and linguistic features: An exploratory study
International Journal of Human-Computer Studies
Arabic named entity recognition using optimized feature sets
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
A Japanese predicate argument structure analysis using decision lists
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Question classification using head words and their hypernyms
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
An empirical study on multiple LVCSR model combination by machine learning
HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
A lightweight semantic chunking model based on tagging
HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
Automatic tagging of Arabic text: from raw text to base phrase chunks
HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
Using Supervised Complexity Measures in the Analysis of Cancer Gene Expression Data Sets
BSB '09 Proceedings of the 4th Brazilian Symposium on Bioinformatics: Advances in Bioinformatics and Computational Biology
Comparing Methods for Multilabel Classification of Proteins Using Machine Learning Techniques
BSB '09 Proceedings of the 4th Brazilian Symposium on Bioinformatics: Advances in Bioinformatics and Computational Biology
A Unified Framework for MR Based Disease Classification
IPMI '09 Proceedings of the 21st International Conference on Information Processing in Medical Imaging
Color Deconvolution and Support Vector Machines
IWCF '09 Proceedings of the 3rd International Workshop on Computational Forensics
Feature Selection in Marketing Applications
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
A Theory of Kernel Extreme Energy Difference for Feature Extraction of EEG Signals
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Combining Statistical Machine Learning Models to Extract Keywords from Chinese Documents
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Temporal Data Classification Using Linear Classifiers
ADBIS '09 Proceedings of the 13th East European Conference on Advances in Databases and Information Systems
Similarity and Kernel Matrix Evaluation Based on Spatial Autocorrelation Analysis
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Subspace Regularization: A New Semi-supervised Learning Method
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Analysis and Classification of Crithidia Luciliae Fluorescent Images
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Learning to Rank for Information Retrieval
Foundations and Trends in Information Retrieval
Universal Estimation of Information Measures for Analog Sources
Foundations and Trends in Communications and Information Theory
A study of the non-linear adjustment for analogy based software cost estimation
Empirical Software Engineering
An incremental learning algorithm for Lagrangian support vector machines
Pattern Recognition Letters
Clustering with local and global regularization
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Recognition of hand drawn chemical diagrams
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Machine learning for automatic mapping of planetary surfaces
IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2
Semi-supervised classification using local and global regularization
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Classification by discriminative regularization
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Towards automatic image region annotation: image region textual coreference resolution
NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers
Towards unsupervised recognition of dialogue acts
SRWS '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Student Research Workshop and Doctoral Consortium
Computational Statistics & Data Analysis
NUS-ML: improving word sense disambiguation using topic features
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
OE: WSD using optimal ensembling (OE) method
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
UCD-S1: a hybrid model for detecting semantic relations between noun pairs in text
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
UTH: SVM-based semantic relation classification using physical sizes
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Argumentative human computer dialogue for automated persuasion
SIGdial '08 Proceedings of the 9th SIGdial Workshop on Discourse and Dialogue
A model of inductive bias learning
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Explicit learning curves for transduction and application to clustering and compression algorithms
Journal of Artificial Intelligence Research
Generative prior knowledge for discriminative classification
Journal of Artificial Intelligence Research
Knowledge derived from wikipedia for computing semantic relatedness
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Process-oriented estimation of generalization error
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Transduction with confidence and credibility
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Leave-one-out support vector machines
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
A brief introduction to boosting
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Maximum margin coresets for active and noise tolerant learning
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
A subspace kernel for nonlinear feature extraction
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Inferring long-term user properties based on users' location history
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Identifying segment topics in medical dictations
SRSL '09 Proceedings of the 2nd Workshop on Semantic Representation of Spoken Language
Shape recognition for Irish sign language understanding
SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
The prediction of Taiwan government bond yield by neural networks
ICS'09 Proceedings of the 13th WSEAS international conference on Systems
Evaluation of a hybrid method for constructing multiple SVM kernels
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
Error bounds of decision templates and support vector machines in decision fusion
International Journal of Knowledge Engineering and Soft Data Paradigms
Towards role-based filtering of disease outbreak reports
Journal of Biomedical Informatics
A bi-fuzzy progressive transductive support vector machine(BFPTSVM) algorithm
Expert Systems with Applications: An International Journal
A data driven ensemble classifier for credit scoring analysis
Expert Systems with Applications: An International Journal
Power load forecasts based on hybrid PSO with Gaussian and adaptive mutation and Wv-SVM
Expert Systems with Applications: An International Journal
A CBR-based fuzzy decision tree approach for database classification
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Classification of toxigenic and atoxigenic strains of Aspergillus flavus with hyperspectral imaging
Computers and Electronics in Agriculture
MAMECTIS'09 Proceedings of the 11th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Learning to classify texts using positive and unlabeled data
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
MM '09 Proceedings of the 17th ACM international conference on Multimedia
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Automatic identification of discourse moves in scientific article introductions
EANL '08 Proceedings of the Third Workshop on Innovative Use of NLP for Building Educational Applications
An analysis of statistical models and features for reading difficulty prediction
EANL '08 Proceedings of the Third Workshop on Innovative Use of NLP for Building Educational Applications
Verb subcategorization kernels for automatic semantic labeling
DeepLA '05 Proceedings of the ACL-SIGLEX Workshop on Deep Lexical Acquisition
Real-Time Collaborative Filtering Using Extreme Learning Machine
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Early traffic classification using support vector machines
Proceedings of the 5th International Latin American Networking Conference
Identification of non linear MISO process using RKHS and Volterra models
WSEAS TRANSACTIONS on SYSTEMS
Modelling of a SISO and MIMO non linear communication channel using two modelling techniques
WSEAS Transactions on Circuits and Systems
Recognizing child's emotional state in problem-solving child-machine interactions
Proceedings of the 2nd Workshop on Child, Computer and Interaction
Complexity Lower Bounds using Linear Algebra
Foundations and Trends® in Theoretical Computer Science
A model updating strategy for predicting time series with seasonal patterns
Applied Soft Computing
Info-margin maximization for feature extraction
Pattern Recognition Letters
IP-LSSVM: A two-step sparse classifier
Pattern Recognition Letters
Transductive Rademacher complexity and its applications
Journal of Artificial Intelligence Research
IEEE Transactions on Circuits and Systems for Video Technology
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Phase transitions within grammatical inference
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Evolino: hybrid neuroevolution / optimal linear search for sequence learning
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Learning payoff functions in infinite games
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
An e-mail analysis method based on text mining techniques
Applied Soft Computing
Facial emotion classification using active appearance model and support vector machine classifier
Machine Graphics & Vision International Journal
Comparative experiments on learning information extractors for proteins and their interactions
Artificial Intelligence in Medicine
Bio-medical entity extraction using support vector machines
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Machine recognition and representation of neonatal facial displays of acute pain
Artificial Intelligence in Medicine
Brief communication: SVM-BALSA: Remote homology detection based on Bayesian sequence alignment
Computational Biology and Chemistry
Computational Biology and Chemistry
Computational Biology and Chemistry
Data & Knowledge Engineering
Two learning approaches for protein name extraction
Journal of Biomedical Informatics
Support vector machine based multiagent ensemble learning for credit risk evaluation
Expert Systems with Applications: An International Journal
The hybrid forecasting model based on chaotic mapping, genetic algorithm and support vector machine
Expert Systems with Applications: An International Journal
Automatic stock decision support system based on box theory and SVM algorithm
Expert Systems with Applications: An International Journal
A hybrid approach of DEA, rough set and support vector machines for business failure prediction
Expert Systems with Applications: An International Journal
Ranking model adaptation for domain-specific search
Proceedings of the 18th ACM conference on Information and knowledge management
Graph classification based on pattern co-occurrence
Proceedings of the 18th ACM conference on Information and knowledge management
Domain driven data mining to improve promotional campaign ROI and select marketing channels
Proceedings of the 18th ACM conference on Information and knowledge management
Incident threading for news passages
Proceedings of the 18th ACM conference on Information and knowledge management
Proceedings of the 18th ACM conference on Information and knowledge management
Efficient multi-class unlabeled constrained semi-supervised SVM
Proceedings of the 18th ACM conference on Information and knowledge management
Boosting KNN text classification accuracy by using supervised term weighting schemes
Proceedings of the 18th ACM conference on Information and knowledge management
Recognize person names from Chinese texts based on clustering SVM
ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control
Machine vision for automating visual condition monitoring of railway sleepers
ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control
Separation index and partial membership for clustering
Computational Statistics & Data Analysis
Computational Statistics & Data Analysis
Statistical learning theory for location fingerprinting in wireless LANs
Computer Networks: The International Journal of Computer and Telecommunications Networking
Maximum penalized likelihood kernel regression for fast adaptation
IEEE Transactions on Audio, Speech, and Language Processing
Evolving least squares support vector machines for stock market trend mining
IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Information Technology in Biomedicine
Topic-dependent sentiment analysis of financial blogs
Proceedings of the 1st international CIKM workshop on Topic-sentiment analysis for mass opinion
One-class support vector machines-an application in machine fault detection and classification
Computers and Industrial Engineering
IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
Margin calibration in SVM class-imbalanced learning
Neurocomputing
Machine learning and genetic algorithms in pharmaceutical development and manufacturing processes
Decision Support Systems
Identity disclosure protection: A data reconstruction approach for privacy-preserving data mining
Decision Support Systems
On strategies for imbalanced text classification using SVM: A comparative study
Decision Support Systems
Recognition and beautification of multi-stroke symbols in digital ink
Computers and Graphics
Event tactic analysis based on broadcast sports video
IEEE Transactions on Multimedia
Online prediction of time series data with kernels
IEEE Transactions on Signal Processing
Discriminative wavelet packet filter bank selection for pattern recognition
IEEE Transactions on Signal Processing
Extended kernel recursive least squares algorithm
IEEE Transactions on Signal Processing
Recursive Bayesian linear regression for adaptive classification
IEEE Transactions on Signal Processing
Efficient band approximation of Gram matrices for large scale kernel methods on GPUs
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
LNLBioNLP '06 Proceedings of the HLT-NAACL BioNLP Workshop on Linking Natural Language and Biology
Machine learning with semantic-based distances between sentences for textual entailment
RTE '07 Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing
Improved Arabic base phrase chunking with a new enriched POS tag set
Semitic '07 Proceedings of the 2007 Workshop on Computational Approaches to Semitic Languages: Common Issues and Resources
Random-walk term weighting for improved text classification
TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing
Predicting lattice constant of cubic perovskites using support vector regression
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
SVDD regularized with area under the ROC
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Effects of discretization on determination of coronary artery disease using support vector machine
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
A study of driver behavior under potential threats in vehicle traffic
IEEE Transactions on Intelligent Transportation Systems
Construction of tunable radial basis function networks using orthogonal forward selection
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Boosted online learning for face recognition
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Fast and efficient strategies for model selection of Gaussian support vector machine
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Palmprint recognition using 3-D information
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
On constructing parsimonious type-2 fuzzy logic systems via influential rule selection
IEEE Transactions on Fuzzy Systems
FR3: a fuzzy rule learner for inducing reliable classifiers
IEEE Transactions on Fuzzy Systems
A sparsity-enforcing method for learning face features
IEEE Transactions on Image Processing
Interactive natural image segmentation via spline regression
IEEE Transactions on Image Processing
Content based image retrieval using unclean positive examples
IEEE Transactions on Image Processing
Kernel-matching pursuits with arbitrary loss functions
IEEE Transactions on Neural Networks
Maximum margin clustering made practical
IEEE Transactions on Neural Networks
Building sparse multiple-kernel SVM classifiers
IEEE Transactions on Neural Networks
Softdoublemaxminover: perceptron-like training of support vector machines
IEEE Transactions on Neural Networks
RKHS Bayes discriminant: a subspace constrained nonlinear feature projection for signal detection
IEEE Transactions on Neural Networks
Fuzzy associative conjuncted maps network
IEEE Transactions on Neural Networks
Learning Deep Architectures for AI
Foundations and Trends® in Machine Learning
ASM '07 The 16th IASTED International Conference on Applied Simulation and Modelling
SIP '07 Proceedings of the Ninth IASTED International Conference on Signal and Image Processing
Text detection in natural scene images with feature combination
SIP '07 Proceedings of the Ninth IASTED International Conference on Signal and Image Processing
Multi-robot system for exploration in an outdoor environment
RA '07 Proceedings of the 13th IASTED International Conference on Robotics and Applications
Multiclass probabilistic kernel discriminant analysis
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Semi-supervised regression for evaluating convenience store location
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
On-line evolutionary exponential family mixture
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Robustness of reweighted Least Squares Kernel Based Regression
Journal of Multivariate Analysis
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Recognition of human activities using SVM multi-class classifier
Pattern Recognition Letters
International Journal of Data Analysis Techniques and Strategies
A Rotary-wing Unmanned Air Vehicle for Aquatic Weed Surveillance and Management
Journal of Intelligent and Robotic Systems
Chinese term extraction using different types of relevance
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Proceedings of the 3rd International Universal Communication Symposium
Kernel methods for minimally supervised wsd
Computational Linguistics
Expert Systems with Applications: An International Journal
Model optimization of SVM for a fermentation soft sensor
Expert Systems with Applications: An International Journal
Regression application based on fuzzy ν-support vector machine in symmetric triangular fuzzy space
Expert Systems with Applications: An International Journal
Support vector machine for classification based on fuzzy training data
Expert Systems with Applications: An International Journal
Image compression scheme based on curvelet transform and support vector machine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Intelligent ICA-SVM fault detector for non-Gaussian multivariate process monitoring
Expert Systems with Applications: An International Journal
Application of support vector machine technology for weed and nitrogen stress detection in corn
Computers and Electronics in Agriculture
Noise enhanced nonparametric detection
IEEE Transactions on Information Theory
Joint universal lossy coding and identification of stationary mixing sources with general alphabets
IEEE Transactions on Information Theory
Least conservative support and tolerance tubes
IEEE Transactions on Information Theory
A survey of the effects of aging on biometric identity verification
International Journal of Biometrics
Impressionism, expressionism, surrealism: Automated recognition of painters and schools of art
ACM Transactions on Applied Perception (TAP)
A survey of online failure prediction methods
ACM Computing Surveys (CSUR)
Exploiting Properties of Legislative Texts to Improve Classification Accuracy
Proceedings of the 2009 conference on Legal Knowledge and Information Systems: JURIX 2009: The Twenty-Second Annual Conference
The discriminating power of random features
Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009
Support Vector Machines and MLP for automatic classification of seismic signals at Stromboli volcano
Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009
Applying support vector regression for web effort estimation using a cross-company dataset
ESEM '09 Proceedings of the 2009 3rd International Symposium on Empirical Software Engineering and Measurement
"The Synthesis": forecasting corn cash prices using a synthetic model of wavelets and svms
MS '07 The 18th IASTED International Conference on Modelling and Simulation
Eggshell crack detection using a wavelet-based support vector machine
Computers and Electronics in Agriculture
FRSVMs: Fuzzy rough set based support vector machines
Fuzzy Sets and Systems
Degree prediction of malignancy in brain glioma using support vector machines
Computers in Biology and Medicine
Non-parametric classification of protein secondary structures
Computers in Biology and Medicine
Patient-recognition data-mining model for BCG-plus interferon immunotherapy bladder cancer treatment
Computers in Biology and Medicine
On soft error rate analysis of scaled CMOS designs: a statistical perspective
Proceedings of the 2009 International Conference on Computer-Aided Design
PLANET: massively parallel learning of tree ensembles with MapReduce
Proceedings of the VLDB Endowment
Profile based cross-document coreference using kernelized fuzzy relational clustering
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
Bilingual co-training for monolingual hyponymy-relation acquisition
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
A method for improving protein localization prediction from datasets with outliers
CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology
Comparison of feature selection techniques for viral DNA replication origin prediction
CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology
Application of machine learning approaches on quantitative structure activity relationships
CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology
CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology
A proposal of expected answer type and named entity annotation in a question answering context
HSI'09 Proceedings of the 2nd conference on Human System Interactions
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A novel discourse parser based on support vector machine classification
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
A graph-based semi-supervised learning for question-answering
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Phrase clustering for discriminative learning
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
An empirical study of Vietnamese noun phrase chunking with discriminative sequence models
ALR7 Proceedings of the 7th Workshop on Asian Language Resources
Virtual cinematography director for interactive storytelling
Proceedings of the International Conference on Advances in Computer Enterntainment Technology
Constrained Learning Vector Quantization or Relaxed k-Separability
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
FPGA Implementation of Support Vector Machines for 3D Object Identification
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
A Simple Proof of the Convergence of the SMO Algorithm for Linearly Separable Problems
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Improving Text Classification Performance with Incremental Background Knowledge
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Anti-spam Filters Based on Support Vector Machines
ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
Fully Automatic Text Categorization by Exploiting WordNet
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Supervised Dual-PLSA for Personalized SMS Filtering
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
NLP Contribution to the Semantic Web: Linking the Term to the Concept
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part I
A Meta Registration Framework for Lesion Matching
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
Using Kernel Basis with Relevance Vector Machine for Feature Selection
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Learning Large Margin First Order Decision Lists for Multi-Class Classification
DS '09 Proceedings of the 12th International Conference on Discovery Science
Detecting News Event from a Citizen Journalism Website Using Tags
AMT '09 Proceedings of the 5th International Conference on Active Media Technology
MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
Learning Semantic Query Suggestions
ISWC '09 Proceedings of the 8th International Semantic Web Conference
Using Support Vector Regression for Web Development Effort Estimation
IWSM '09 /Mensura '09 Proceedings of the International Conferences on Software Process and Product Measurement
Optimizing Classification Accuracy of Remotely Sensed Imagery with DT-CWT Fused Images
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
A Swarm-Based Learning Method Inspired by Social Insects
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Novel Design of Decision-Tree-Based Support Vector Machines Multi-class Classifier
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Two Multi-class Lagrangian Support Vector Machine Algorithms
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Forecasting Approach Using Hybrid Model ASVR/NGARCH with Quantum Minimization
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Forecasting Approach Using Hybrid Model ASVR/NGARCH with Quantum Minimization
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Pattern Prediction in Stock Market
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
DMCS: Dual-Model Classification System and Its Application in Medicine
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Classification-Assisted Memetic Algorithms for Equality-Constrained Optimization Problems
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Kernel-Based Learning for Domain-Specific Relation Extraction
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
New Labeling Strategy for Semi-supervised Document Categorization
KSEM '09 Proceedings of the 3rd International Conference on Knowledge Science, Engineering and Management
String Kernel Based SVM for Internet Security Implementation
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Kernel Approaches to Unsupervised and Supervised Machine Learning
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
A Fast Support Vector Machine Classification Algorithm Based on Karush-Kuhn-Tucker Conditions
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Data Mining Using Rules Extracted from SVM: An Application to Churn Prediction in Bank Credit Cards
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Comparison of GARCH, Neural Network and Support Vector Machine in Financial Time Series Prediction
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Bottom-up named entity recognition using a two-stage machine learning method
MWE '09 Proceedings of the Workshop on Multiword Expressions: Identification, Interpretation, Disambiguation and Applications
Journal of Computational and Applied Mathematics
Flood disaster loss comprehensive evaluation model based on optimization support vector machine
Expert Systems with Applications: An International Journal
Audio genre classification using percussive pattern clustering combined with timbral features
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Learning based thumbnail cropping
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A unified model of phrasal and sentential evidence for information extraction
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Tree kernel-based SVM with structured syntactic knowledge for BTG-based phrase reordering
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Re-ranking models based-on small training data for spoken language understanding
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
On the role of lexical features in sequence labeling
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Convolution kernels on constituent, dependency and sequential structures for relation extraction
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Voted NER system using appropriate unlabeled data
NEWS '09 Proceedings of the 2009 Named Entities Workshop: Shared Task on Transliteration
Natural gas infrared spectrum analysis based on multi-level and SVM subset
VECIMS'09 Proceedings of the 2009 IEEE international conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems
Fast and accurate holistic face recognition using optimum-path forest
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Distributed least square for consensus building in sensor networks
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 4
Convergence rate on a nonparametric estimator for the conditional mean
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 1
Dynamic engine modeling through linear programming support vector regression
ACC'09 Proceedings of the 2009 conference on American Control Conference
A new support vector machine for microarray classification and adaptive gene selection
ACC'09 Proceedings of the 2009 conference on American Control Conference
Using default ARTMAP for cancer classification with microRNA expression signatures
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Percept-related cortical induced activity during bistable perception
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Supervised self-taught learning: actively transferring knowledge from unlabeled data
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Learning vector quantization with adaptive prototype addition and removal
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Trouble condition sign discovery based on support vector machines for hydroelectric power plants
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Learning using hidden information (learning with teacher)
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A kernel hat matrix based rejection criterion for outlier removal in support vector regression
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Intelligent stock trading system based on SVM algorithm and oscillation box prediction
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Soccer robot identification using kernel based weighted least squares
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Stochastic orthogonal and nonorthogonal subspace basis pursuit
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Unsupervised nonparametric density estimation: a neural network approach
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A receptive field based approach for face detection
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Automatic recognition of epileptic seizure in EEG via support vector machine and dimension fractal
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Effective use of WordNet semantics via kernel-based learning
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Semantic role lableing system using maximum entropy classifier
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Semantic role labeling using support vector machines
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Application of support vector machines to bandwidth reservation in sectored cellular communications
Engineering Applications of Artificial Intelligence
Usefulness of artificial neural networks for early warning system of economic crisis
Expert Systems with Applications: An International Journal
The evaluation of consumer loans using support vector machines
Expert Systems with Applications: An International Journal
On support vector regression machines with linguistic interpretation of the kernel matrix
Fuzzy Sets and Systems
Support vector interval regression machine for crisp input and output data
Fuzzy Sets and Systems
A time-domain-constrained fuzzy clustering method and its application to signal analysis
Fuzzy Sets and Systems
Fuzzy methods in machine learning and data mining: Status and prospects
Fuzzy Sets and Systems
Fast and robust text detection in images and video frames
Image and Vision Computing
BALAS: Empirical Bayesian learning in the relevance feedback for image retrieval
Image and Vision Computing
Effective segmentation and classification for HCC biopsy images
Pattern Recognition
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
Exploiting structural information for semi-structured document categorization
Information Processing and Management: an International Journal
Isolated word recognition with the Liquid State Machine: a case study
Information Processing Letters - Special issue on applications of spiking neural networks
Application of Support Vector Machine classifier for security surveillance system
ACST '08 Proceedings of the Fourth IASTED International Conference on Advances in Computer Science and Technology
One-Class Classification methods via automatic counter-example generation
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Intelligence system approach for computer network security
AsiaCSN '07 Proceedings of the Fourth IASTED Asian Conference on Communication Systems and Networks
Support vector machines for urban growth modeling
Geoinformatica
Online modeling based on support vector machine
CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference
CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference
CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference
Multi-view learning for high dimensional data classification
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Optimal model of agricultural structure
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Real-time highway accident prediction based on support vector machines
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Research on non-linear rectification of sensor based on improved LS-SVR
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Gas quantitative analysis with support vector machine
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
An online learning algorithm of support vector regression based on natural gradient
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Face recognition based on multi-class SVM
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
A novel SVR parameter selection base on bi-level programming problem
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Hardenability prediction of gear steel in refining process
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Studying the lithology identification method from well logs based on DE-SVM
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
An adaptive lung nodule detection algorithm
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Climate model by SVM based on experienced knowledge in tobacco region division
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Self-adaptive parameter optimization approach for least squares support vector machines
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Journal of Biomedical Informatics
Recent advances in face biometrics with Gabor wavelets: A review
Pattern Recognition Letters
Kernel-induced fuzzy clustering of image pixels with an improved differential evolution algorithm
Information Sciences: an International Journal
On multivariate genetic systems
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
The prediction of Taiwan 10-year government bond yield
WSEAS TRANSACTIONS on SYSTEMS
A comparative study of multi-classification methods for protein fold recognition
International Journal of Computational Intelligence in Bioinformatics and Systems Biology
One-class SVM applied to identification of diffractive optical variable image
ASID'09 Proceedings of the 3rd international conference on Anti-Counterfeiting, security, and identification in communication
Sparse Support Vector Machines with L_{p} Penalty for Biomarker Identification
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Human behavior analysis based on a new motion descriptor
IEEE Transactions on Circuits and Systems for Video Technology
Bounded influence support vector regression for robust single-model estimation
IEEE Transactions on Neural Networks
A data-driven approach to manage the length of stay for appendectomy patients
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A statistical diagnosis approach for analyzing design-silicon timing mismatch
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Intelligent RFID tag detection using support vector machine
IEEE Transactions on Wireless Communications
IEEE Transactions on Intelligent Transportation Systems
Monitoring motor fluctuations in patients with Parkinson's disease using wearable sensors
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Time series prediction using support vector machines: a survey
IEEE Computational Intelligence Magazine
Fuzzy pattern extraction for classification of protein sequences
ISB '10 Proceedings of the International Symposium on Biocomputing
Combined classifier for unknown genome classification using chaos game representation features
ISB '10 Proceedings of the International Symposium on Biocomputing
Invariance via group-integration: a feature framework for 3D biomedical image analysis
CGIM '08 Proceedings of the Tenth IASTED International Conference on Computer Graphics and Imaging
Wiener implementation of kernel machines
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
Automatic red tide detection from MODIS satellite images
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Multi-stage decision tree based on inter-class and inner-class margin of SVM
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A boosted semi-supervised learning framework for web page filtering
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A novel white blood cell detection method based on boundary support vectors
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Two-view face recognition using bayesian fusion
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Predicting system collapse: two theoretical models
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
New filtering approaches for phishing email
Journal of Computer Security - EU-Funded ICT Research on Trust and Security
Binarized Support Vector Machines
INFORMS Journal on Computing
Parallel multiclass classification using SVMs on GPUs
Proceedings of the 3rd Workshop on General-Purpose Computation on Graphics Processing Units
International Journal of Computers and Applications
CIT'09 Proceedings of the 3rd International Conference on Communications and information technology
Integrating LCS and SVM for 3D handwriting recognition on handheld devices using accelerometers
CIT'09 Proceedings of the 3rd International Conference on Communications and information technology
SVM-based fuzzy inference system (SVM-FIS) for frequency calibration in wireless networks
CIT'09 Proceedings of the 3rd International Conference on Communications and information technology
Generalized multi-ethnic face age-estimation
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Online learning in biometrics: a case study in face classifier update
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Tracking a moving hypothesis for visual data with explicit switch detection
CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications
A neural network-based knowledge retrieval system with relevance feedback
ASMCSS'09 Proceedings of the 3rd International Conference on Applied Mathematics, Simulation, Modelling, Circuits, Systems and Signals
Mining Cytochrome b561 proteins from plant genomes
International Journal of Bioinformatics Research and Applications
Prediction of protein protein interactions from primary sequences
International Journal of Data Mining and Bioinformatics
Emotion recognition from speech signals using new harmony features
Signal Processing
Performance evaluation of score level fusion in multimodal biometric systems
Pattern Recognition
Scene categorization via contextual visual words
Pattern Recognition
On supervision and statistical learning for semantic multimedia analysis
Journal of Visual Communication and Image Representation
Learning to integrate web taxonomies
Web Semantics: Science, Services and Agents on the World Wide Web
COG: local decomposition for rare class analysis
Data Mining and Knowledge Discovery
A study of the effect of different types of noise on the precision of supervised learning techniques
Artificial Intelligence Review
A matrix modular SVM robust to imbalanced data for efficient visual concept detection
Proceedings of the international conference on Multimedia information retrieval
Critical failure ORC: Improving model accuracy through enhanced model generation
Microelectronic Engineering
Evolutionary tuning of multiple SVM parameters
Neurocomputing
Letter: Regaining sparsity in kernel principal components
Neurocomputing
Tools for application-driven linear dimension reduction
Neurocomputing
Letter: A robust approach to empirical PDF estimate
Neurocomputing
Support vector machine for functional data classification
Neurocomputing
Minimax classifiers based on neural networks
Pattern Recognition
Visual object recognition using probabilistic kernel subspace similarity
Pattern Recognition
Rapid and brief communication: Unified dual for bi-class SVM approaches
Pattern Recognition
Kernel matching pursuit for large datasets
Pattern Recognition
Impact of error estimation on feature selection
Pattern Recognition
Exact performance of error estimators for discrete classifiers
Pattern Recognition
Efficient wavelet adaptation for hybrid wavelet-large margin classifiers
Pattern Recognition
Optimized fixed-size kernel models for large data sets
Computational Statistics & Data Analysis
TSVR: An efficient Twin Support Vector Machine for regression
Neural Networks
On the sparseness of 1-norm support vector machines
Neural Networks
The Bayesian Additive Classification Tree applied to credit risk modelling
Computational Statistics & Data Analysis
Computational Statistics & Data Analysis
Expert Systems with Applications: An International Journal
Extreme energy difference for feature extraction of EEG signals
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
ARFNNs with SVR for prediction of chaotic time series with outliers
Expert Systems with Applications: An International Journal
Taiwanese 3G mobile phone demand forecasting by SVR with hybrid evolutionary algorithms
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Reducing samples for accelerating multikernel semiparametric support vector regression
Expert Systems with Applications: An International Journal
Biometrics-based identifiers for digital identity management
Proceedings of the 9th Symposium on Identity and Trust on the Internet
Feature selection algorithms to find strong genes
Pattern Recognition Letters
Breast-Cancer identification using HMM-fuzzy approach
Computers in Biology and Medicine
Evolutionary hidden information detection by granulation-based fitness approximation
Applied Soft Computing
A hybrid optimization strategy for simplifying the solutions of support vector machines
Pattern Recognition Letters
Complex-valued support vector classifiers
Digital Signal Processing
Regularized margin-based conditional log-likelihood loss for prototype learning
Pattern Recognition
2010 Special Issue: Are we there yet?
Neural Networks
Heartbeat of a nest: Using imagers as biological sensors
ACM Transactions on Sensor Networks (TOSN)
A fuzzy support vector regression model for business cycle predictions
Expert Systems with Applications: An International Journal
Car assembly line fault diagnosis based on robust wavelet SVC and PSO
Expert Systems with Applications: An International Journal
Predicting trait impressions of faces using local face recognition techniques
Expert Systems with Applications: An International Journal
Robust truncated support vector regression
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Combination of feature selection approaches with SVM in credit scoring
Expert Systems with Applications: An International Journal
Computers in Biology and Medicine
Nonlinear Models Using Dirichlet Process Mixtures
The Journal of Machine Learning Research
Ultrahigh Dimensional Feature Selection: Beyond The Linear Model
The Journal of Machine Learning Research
An Anticorrelation Kernel for Subsystem Training in Multiple Classifier Systems
The Journal of Machine Learning Research
Deterministic Error Analysis of Support Vector Regression and Related Regularized Kernel Methods
The Journal of Machine Learning Research
When Is There a Representer Theorem? Vector Versus Matrix Regularizers
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Dimensionality Estimation, Manifold Learning and Function Approximation using Tensor Voting
The Journal of Machine Learning Research
Classification Using Geometric Level Sets
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Maximum Relative Margin and Data-Dependent Regularization
The Journal of Machine Learning Research
Chinese text categorization based on the binary weighting model with non-binary smoothing
ECIR'03 Proceedings of the 25th European conference on IR research
Sparse Kernel ridge regression using backward deletion
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Chinese abbreviation-definition identification: a SVM approach using context information
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
A novel support vector machine metamodel for business risk identification
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Filtering objectionable image based on image content
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Car plate localization using pulse coupled neural network in complicated environment
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Face detection using binary template matching and SVM
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Support vector training of protein alignment models
RECOMB'07 Proceedings of the 11th annual international conference on Research in computational molecular biology
RECOMB'07 Proceedings of the 11th annual international conference on Research in computational molecular biology
On-line design of takagi-sugeno models
IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems
A ROC-based reject rule for support vector machines
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Predicting palmitoylation sites using a regularised bio-basis function neural network
ISBRA'07 Proceedings of the 3rd international conference on Bioinformatics research and applications
Combining SVM classifiers using genetic fuzzy systems based on AUC for gene expression data analysis
ISBRA'07 Proceedings of the 3rd international conference on Bioinformatics research and applications
Adapting to the user's internet search strategy
UM'03 Proceedings of the 9th international conference on User modeling
A hybrid framework for detecting the semantics of concepts and context
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Multimedia search with pseudo-relevance feedback
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Constructive learning algorithm-based RBF network for relevance feedback in image retrieval
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Performance comparison of different similarity models for CBIR with relevance feedback
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
KDECB'06 Proceedings of the 1st international conference on Knowledge discovery and emergent complexity in bioinformatics
Fast pattern selection for support vector classifiers
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Kernel combination versus classifier combination
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Fusion of support vector classifiers for parallel gabor methods applied to face verification
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Biometric person authentication is a multiple classifier problem
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Predicting HIV protease-cleavable peptides by discrete support vector machines
EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Classification of cell fates with support vector machine learning
EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Face detection using an SVM trained in eigenfaces space
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Face detection and facial component extraction by wavelet decomposition and support vector machines
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
A nonparametric approach to face detection using ranklets
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Combined face detection/recognition system for smart rooms
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
A comparative evaluation of fusion strategies for multimodal biometric verification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Sequential approximation method in multi-objective optimization using aspiration level approach
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Automatic car parking: a reinforcement learning approach
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Robust expectation maximization learning algorithm for mixture of experts
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Multilingual text classification using ontologies
ECIR'07 Proceedings of the 29th European conference on IR research
Segmentation of laparoscopic images for computer assisted surgery
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Simultaneous tuning of hyperparameter and parameter for support vector machines
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
A constrained clustering approach to duplicate detection among relational data
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
On a new class of framelet kernels for support vector regression and regularization networks
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Text classification for Thai medicinal web pages
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Detection and localization of random signals
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Tropical cyclone intensity forecasting model: balancing complexity and goodness of fit
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Machine learning and applications for brain-computer interfacing
Proceedings of the 2007 conference on Human interface: Part I
Brain computer interface via stereoscopic images in CAVE
Proceedings of the 2007 conference on Human interface: Part I
Client dependent GMM-SVM models for speaker verification
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Learning rule representations from Boolean data
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Hybrid model based on SVM with Gaussian loss function and adaptive Gaussian PSO
Engineering Applications of Artificial Intelligence
Separation of data via concurrently determined discriminant functions
TAMC'07 Proceedings of the 4th international conference on Theory and applications of models of computation
Content-based recommendation systems
The adaptive web
Text-independent speaker verification: state of the art and challenges
Progress in nonlinear speech processing
SVMs for automatic speech recognition: a survey
Progress in nonlinear speech processing
Road sign recognition using spatial dimension reduction methods based on PCA and SVMs
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Image classification using marginalized kernels for graphs
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Human motion modeling using multivision
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Real-time face tracking system using adaptive face detector and Kalman filter
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Human-computer interaction system based on nose tracking
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Browsing and sorting digital pictures using automatic image classification and quality analysis
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Generation and matching of ontology data for the semantic web in a peer-to-peer framework
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
A theoretical framework of natural computing: M good lattice points (GLP) method
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
A simple probability based term weighting scheme for automated text classification
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
An intrusion detection based on support vector machines with a voting weight schema
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
Softening the margin in discrete SVM
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Risk context effects in inductive reasoning: an experimental and computational modeling study
CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
Boosting support vector machines using multiple dissimilarities
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Corpus building for corporate knowledge discovery and management: a case study of manufacturing
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Fuzzy-input fuzzy-output one-against-all support vector machines
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
An application of machine learning methods to PM10Level medium-term prediction
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
Learning to recognize faces incrementally
Proceedings of the 29th DAGM conference on Pattern recognition
Does SVM really scale up to large bag of words feature spaces?
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
Face verification across age progression using discriminative methods
IEEE Transactions on Information Forensics and Security
Analysis of the distance between two classes for tuning SVM hyperparameters
IEEE Transactions on Neural Networks
Scaling up support vector machines using nearest neighbor condensation
IEEE Transactions on Neural Networks
Combination methodologies of multi-agent hyper surface classifiers: design and implementation issues
AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
Combination of rough sets and genetic algorithms for text classification
AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
On measuring the quality of Wikipedia articles
Proceedings of the 4th workshop on Information credibility
Classification of functional voice disorders based on phonovibrograms
Artificial Intelligence in Medicine
Biometric classifier update using online learning: A case study in near infrared face verification
Image and Vision Computing
Online learning of task-driven object-based visual attention control
Image and Vision Computing
A survey on the application of genetic programming to classification
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Proceedings of the 2010 ACM Symposium on Applied Computing
Texture classification using combined image decomposition methods
Machine Graphics & Vision International Journal
Cost-conscious multiple kernel learning
Pattern Recognition Letters
On selection and combination of weak learners in AdaBoost
Pattern Recognition Letters
Face verification with a kernel fusion method
Pattern Recognition Letters
Detecting, tracking and recognizing license plates
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Action recognition for surveillance applications using optic flow and SVM
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Learning models of relational MDPs using graph kernels
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Variants of tree kernels for XML documents
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Identification of Chinese verb nominalization using support vector machine
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
E-Gen: automatic job offer processing system for human resources
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Using query-relevant documents pairs for cross-lingual information retrieval
TSD'07 Proceedings of the 10th international conference on Text, speech and dialogue
Accelerating kernel perceptron learning
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Incremental and decremental learning for linear support vector machines
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Selection of basis functions guided by the L2 soft margin
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Extended linear models with Gaussian prior on the parameters and adaptive expansion vectors
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Slightly beyond Turing's computability for studying genetic programming
MCU'07 Proceedings of the 5th international conference on Machines, computations, and universality
Categorizing laryngeal images for decision support
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Image compression using wavelet support vector machines
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Sparse kernel modelling: a unified approach
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Square penalty support vector regression
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Fuzzy classifiers based on kernel discriminant analysis
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Parallel-series perceptrons for the simultaneous determination of odor classes and concentrations
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Unbiased SVM density estimation with application to graphical pattern recognition
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Real-time foreground-background segmentation using adaptive support vector machine algorithm
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
A VSC algorithm for nonlinear system based on SVM
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Study on signal interpretation of GPR based on support vector machines
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Botnet traffic detection techniques by C&C session classification using SVM
IWSEC'07 Proceedings of the Security 2nd international conference on Advances in information and computer security
An intentional kernel function for RNA classification
DS'07 Proceedings of the 10th international conference on Discovery science
TTCN-3 quality engineering: using learning techniques to evaluate metric sets
SDL'07 Proceedings of the 13th international SDL Forum conference on Design for dependable systems
Using fuzzy support vector machine network to predict low homology protein structural classes
PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
SVM-BetaPred: prediction of right-handed β-helix fold from protein sequence using SVM
PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
Ensemble of dissimilarity based classifiers for cancerous samples classification
PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
High performance classification of two imagery tasks in the cue-based brain computer interface
PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
LSA-based automatic acquisition of semantic image descriptions
SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
Predicting the short-term market reaction to asset specific news: is time against us?
PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
ACAL'07 Proceedings of the 3rd Australian conference on Progress in artificial life
Nonlinear models for determining mode choice: accuracy is not always the optimal goal
EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
Feature extraction from tumor gene expression profiles using DCT and DFT
EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
An analysis of automatic gender classification
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Monitoring nonlinear profiles using support vector machines
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Adaptive ECG compression using support vector machine
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
A semi-supervised learning method for motility disease diagnostic
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Edge detection in ventriculograms using support vector machine classifiers and deformable models
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Unified neural network based pathologic event reconstruction using spatial heart model
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Towards a robust vision-based obstacle perception with classifier fusion in cybercars
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
Rough sets: trends and challenges
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Application of fuzzy support vector machines in short-term load forecasting
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Sphere-structured support vector machines for multi-class pattern recognition
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
An improved parameter tuning method for support vector machines
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Statistic learning and intrusion detection
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Manifold learning-based feature transformation for phone classification
NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing
Hybrid GA based online support vector machine model for short-term traffic flow forecasting
APPT'07 Proceedings of the 7th international conference on Advanced parallel processing technologies
Learning actions using robust string kernels
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
An effective recognition method of breast cancer based on PCA and SVM algorithm
ICMB'08 Proceedings of the 1st international conference on Medical biometrics
Tagging video contents with positive/negative interest based on user's facial expression
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
A parallel classification and feature reduction method for biomedical applications
PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
Enhancing biomedical named entity classification using terabyte unlabeled data
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Boosting support vector machines for imbalanced data sets
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Extreme support vector machine classifier
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
A framework for modeling positive class expansion with single snapshot
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Bootstrap based pattern selection for support vector regression
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Support vector regression based hybrid rule extraction methods for forecasting
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Evolutionary fuzzy decision model for construction management using support vector machine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Computers in Biology and Medicine
On minimum class locality preserving variance support vector machine
Pattern Recognition
Conditional sequence model for context-based recognition of gaze aversion
MLMI'07 Proceedings of the 4th international conference on Machine learning for multimodal interaction
Verb class discovery from rich syntactic data
CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
LKR'08 Proceedings of the 3rd international conference on Large-scale knowledge resources: construction and application
Ensemble of decision rules for ordinal classification with monotonicity constraints
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Kernel matching reduction algorithms for classification
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
An approach for kernel selection based on data distribution
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Fuzzy support vector classification based on fuzzy optimization
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
GLRT based fault detection in sensor drift monitoring system
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Ensemble classifiers based on kernel PCA for cancer data classification
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Automatic initialization for facial analysis in interactive robotics
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Bayesian Ying Yang system, best harmony learning, and Gaussian manifold based family
WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers
An improved fuzzy support vector machine for credit rating
NPC'07 Proceedings of the 2007 IFIP international conference on Network and parallel computing
Knowledge extraction with non-negative matrix factorization for text classification
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Multiple kernel support vector regression for siRNA efficacy prediction
ISBRA'08 Proceedings of the 4th international conference on Bioinformatics research and applications
Hierarchical clustering support vector machines for classifying type-2 diabetes patients
ISBRA'08 Proceedings of the 4th international conference on Bioinformatics research and applications
Using support vector machines for terrorism information extraction
ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
Authorship analysis in cybercrime investigation
ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
Techniques for solving the large-scale classification problem in Chinese handwriting recognition
SACH'06 Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition
Optimising multiple kernels for SVM by genetic programming
EvoCOP'08 Proceedings of the 8th European conference on Evolutionary computation in combinatorial optimization
Gene selection and cancer microarray data classification via mixed-integer optimization
EvoBIO'08 Proceedings of the 6th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
A phase transition-based perspective on multiple instance kernels
ILP'07 Proceedings of the 17th international conference on Inductive logic programming
Text and hypertext categorization
Artificial intelligence
Learning with kernels and logical representations
Probabilistic inductive logic programming
Document classification algorithm based on IB and LS-SVM
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Based on the SVM university education's quality regression analysis
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
A novel transductive learning algorithm based on multi-agent-system
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
An information transparency evaluation method based on SVM
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
An effective incremental algorithm for ν-support vector machine
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
An effective regularization path for ν-support vector classification
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Face recognition using marginal manifold learning and SVM
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Multiscale wavelet support vector regression for traffic flow prediction
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Real-time traffic flow forecasting based on MW-AOSVR
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Sentiment classification of Chinese traveler reviews by support vector machine algorithm
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
A combination of differential evolution and support vector machine for rainstorm forecast
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
ICNC'09 Proceedings of the 5th international conference on Natural computation
Tree-structured learning of multi-class SVMs with triple learning units
ICNC'09 Proceedings of the 5th international conference on Natural computation
A learning method of support vector machine based on particle filters
ICNC'09 Proceedings of the 5th international conference on Natural computation
A smoothing function for 1-norm support vector machines
ICNC'09 Proceedings of the 5th international conference on Natural computation
An evolution method of driving seat comfort based on least squares support vector regression
ICNC'09 Proceedings of the 5th international conference on Natural computation
An improved DAG-SVM for multi-class classification
ICNC'09 Proceedings of the 5th international conference on Natural computation
An improved method of traffic forecasting based on tariff-SASVR
ICNC'09 Proceedings of the 5th international conference on Natural computation
Comparison studies of LS_SVM and SVM on modeling for fermentation processes
ICNC'09 Proceedings of the 5th international conference on Natural computation
GA-SVM based framework for time series forecasting
ICNC'09 Proceedings of the 5th international conference on Natural computation
Intelligent modeling and predicting surface roughness in end milling
ICNC'09 Proceedings of the 5th international conference on Natural computation
Linear support vector machine based on variational inequality
ICNC'09 Proceedings of the 5th international conference on Natural computation
Optimization of SVM parameters based on PSO algorithm
ICNC'09 Proceedings of the 5th international conference on Natural computation
ICNC'09 Proceedings of the 5th international conference on Natural computation
Reliable prediction system based on support vector regression with genetic algorithms
ICNC'09 Proceedings of the 5th international conference on Natural computation
Research of blind images separation algorithm based on Kernel space
ICNC'09 Proceedings of the 5th international conference on Natural computation
Sediment classification based on least-squares support vector machine and phase-plane analysis
ICNC'09 Proceedings of the 5th international conference on Natural computation
A class core extraction method for text categorization
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Improvements to train support vector machines based on convex set conception
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
A novel algorithm based on conditional entropy established by clustering for feature selection
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Novel support vector clustering with label assignment in enriched neighborhood
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Fast incremental learning algorithm of SVM on KKT conditions
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Parameter selection of support vector regression machine based on differential evolution algorithm
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
Crack defects detection in radiographic weldment images using FSVM and beamlet transform
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
Discriminant analysis via support vectors
Neurocomputing
Supervised learning of local projection kernels
Neurocomputing
Weighted feature extraction with a functional data extension
Neurocomputing
Integrating induction and deduction for noisy data mining
Information Sciences: an International Journal
Support vector-based feature selection using Fisher's linear discriminant and Support Vector Machine
Expert Systems with Applications: An International Journal
Fault diagnosis model based on Gaussian support vector classifier machine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Car assembly line fault diagnosis based on modified support vector classifier machine
Expert Systems with Applications: An International Journal
An ACO-based algorithm for parameter optimization of support vector machines
Expert Systems with Applications: An International Journal
Feature selection for SVM via optimization of kernel polarization with Gaussian ARD kernels
Expert Systems with Applications: An International Journal
SVM model based on signal transformation and its applications in oil water-flooded identification
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
Multi-class classification for Wuhan area's TM image based on support vector machine
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
Climate prediction by SVM based on initial conditions
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
Reduced-support-vector-based fuzzy-neural model with application to the material property prediction
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 6
An ensemble classifier based on kernel method for multi-situation DNA microarray data
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Characterization of endomicroscopic images of the distal lung for computer-aided diagnosis
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Using support vector machines and rough sets theory for classifying faulty types of diesel engine
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
Computers and Industrial Engineering
2006: celebrating 75 years of AI - history and outlook: the next 25 years
50 years of artificial intelligence
A large-scale study on map search logs
ACM Transactions on the Web (TWEB)
Learning to integrate deduction and search in reasoning about quantified boolean formulas
FroCoS'09 Proceedings of the 7th international conference on Frontiers of combining systems
A general learning framework using local and global regularization
Pattern Recognition
Online phishing classification using adversarial data mining and signaling games
ACM SIGKDD Explorations Newsletter
A two-stage scheme for text detection in video images
Image and Vision Computing
Contour based object detection using part bundles
Computer Vision and Image Understanding
Classification integration and reclassification using constraint databases
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
International Journal of Data Mining and Bioinformatics
Evaluating learning algorithms and classifiers
International Journal of Intelligent Information and Database Systems
A Chinese question classification using one-vs-one method as a learning tool
International Journal of Intelligent Information and Database Systems
Distortion prediction for video quality optimization over packet switched networks
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
International Journal of Bio-Inspired Computation
Ensembles of pre-processing techniques for noise detection in gene expression data
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
Anomaly intrusion detection for evolving data stream based on semi-supervised learning
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
Learning manifolds for bankruptcy analysis
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
A support vector machine with forgetting factor and its statistical properties
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
BI'09 Proceedings of the 2009 international conference on Brain informatics
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Controlling the experimental three-tank system via support vector machines
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Accurate prediction of financial distress of companies with machine learning algorithms
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Text-based video content classification for online video-sharing sites
Journal of the American Society for Information Science and Technology
Detecting relationships among categories using text classification
Journal of the American Society for Information Science and Technology
Image watermarking method in multiwavelet domain based on support vector machines
Journal of Systems and Software
Characterizing an unknown pollution source in groundwater resources systems using PSVM and PNN
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Feature selection with Intelligent Dynamic Swarm and Rough Set
Expert Systems with Applications: An International Journal
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Proceedings of the ACM International Conference on Image and Video Retrieval
Low-complexity equalization based on least squares support vector classifiers for DS-UWB systems
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Prognose coronary heart diseases through sphygmogram analysis and SVM classifier
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
PFID: pittsburgh fast-food image dataset
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Automatic screening of bladder cells for cancer diagnosis
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Combination of kernels applied to face verification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multi-class SVM for forestry classification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Identity and expression recognition on low dimensional manifolds
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multi-kernel SVM based classification for brain tumor segmentation of MRI multi-sequence
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Combining KPCA and LSSVM for HVAC fan machinery fault recognition
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Using ensemble classifier for small bowel ulcer detection in wireless capsule endoscopy images
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Fuzzy-rough sets for information measures and selection of relevant genes from microarray data
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory
Distributed text classification with an ensemble kernel-based learning approach
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Far-field acoustic source localization and bearing estimation using ΣΔ learners
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Laplacian regularized D-optimal design for active learning and its application to image retrieval
IEEE Transactions on Image Processing
Gene function prediction with gene interaction networks: a context graph kernel approach
IEEE Transactions on Information Technology in Biomedicine
A locally recurrent fuzzy neural network with support vector regression for dynamic-system modeling
IEEE Transactions on Fuzzy Systems
A maximizing-discriminability-based self-organizing fuzzy network for classification problems
IEEE Transactions on Fuzzy Systems
A distributed event detection scheme for wireless sensor networks
Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia
Large margin cost-sensitive learning of conditional random fields
Pattern Recognition
Steganalysis by subtractive pixel adjacency matrix
IEEE Transactions on Information Forensics and Security
Everyday concept detection in visual lifelogs: validation, relationships and trends
Multimedia Tools and Applications
Machine learning problems from optimization perspective
Journal of Global Optimization
Learning-based robot vision: principles and applications
Learning-based robot vision: principles and applications
Novel maximum-margin training algorithms for supervised neural networks
IEEE Transactions on Neural Networks
FSVM-CIL: fuzzy support vector machines for class imbalance learning
IEEE Transactions on Fuzzy Systems - Special section on computing with words
Adaptive Bayesian beamforming with sidelobe constraint
IEEE Communications Letters
Charge state determination of peptide tandem mass spectra using support vector machine (SVM)
IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering
On the use of genetic programming for the prediction of survival in cancer
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Proceedings of the 12th annual conference on Genetic and evolutionary computation
A mono surrogate for multiobjective optimization
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Model selection in genetic programming
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Classification of tumor marker values using heuristic data mining methods
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Varieties of Justification in Machine Learning
Minds and Machines
Engineering Applications of Artificial Intelligence
Multicategory nets of single-layer perceptrons: complexity and sample-size issues
IEEE Transactions on Neural Networks
Regularization in matrix relevance learning
IEEE Transactions on Neural Networks
A review of instance selection methods
Artificial Intelligence Review
A greedy algorithm for gene selection based on SVM and correlation
International Journal of Bioinformatics Research and Applications
Learning to rank only using training data from related domain
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Multilabel classification with meta-level features
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
EUSUM: extracting easy-to-understand english summaries for non-native readers
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Active learning for biomedical citation screening
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Semantic relation extraction with kernels over typed dependency trees
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Scalable similarity search with optimized kernel hashing
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Scalable effort hardware design: exploiting algorithmic resilience for energy efficiency
Proceedings of the 47th Design Automation Conference
Dimension reduction by a novel unified scheme using divergence analysis and genetic search
Digital Signal Processing
Classification of steganalysis techniques: A study
Digital Signal Processing
Least-Squares Support Vector Machine Approach to Viral Replication Origin Prediction
INFORMS Journal on Computing
A ν-twin support vector machine (ν-TSVM) classifier and its geometric algorithms
Information Sciences: an International Journal
Empirical evaluation of feature selection methods in classification
Intelligent Data Analysis
Classifying proteins using gapped Markov feature pairs
Neurocomputing
A learning approach to hierarchical feature selection and aggregation for audio classification
Pattern Recognition Letters
A composite kernel for named entity recognition
Pattern Recognition Letters
Expectation Propagation for microarray data classification
Pattern Recognition Letters
MammoSys: A content-based image retrieval system using breast density patterns
Computer Methods and Programs in Biomedicine
EURASIP Journal on Advances in Signal Processing - Special issue on advances in multidimensional synthetic aperture radar signal processing
POFGEC: growing neural network of classifying potential function generators
International Journal of Knowledge Engineering and Soft Data Paradigms
Expert Systems with Applications: An International Journal
On Lagrangian support vector regression
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A decision making system to automatic recognize of traffic accidents on the basis of a GIS platform
Expert Systems with Applications: An International Journal
A reduced data set method for support vector regression
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Least squares twin support vector hypersphere (LS-TSVH) for pattern recognition
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Detection of cardiac abnormality from PCG signal using LMS based least square SVM classifier
Expert Systems with Applications: An International Journal
Chaos-based support vector regressions for exchange rate forecasting
Expert Systems with Applications: An International Journal
EEG signal classification using PCA, ICA, LDA and support vector machines
Expert Systems with Applications: An International Journal
A comparison of networked approximators in parallel mode identification of a bioreactor
Advances in Engineering Software
EVEREVIS: event recognizer in video scenes
Proceedings of the International Conference on Advanced Visual Interfaces
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A novel fault diagnosis model research for electronic circuit
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 2
A new optimization identification method for fault diagnosis
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 2
A combination of DE and SVM with feature selection for road icing forecast
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 2
Supervised learning with kernel methods
WAMUS'10 Proceedings of the 10th WSEAS international conference on Wavelet analysis and multirate systems
Object oriented machine learning with a multicore real-time Java processor: short paper
Proceedings of the 8th International Workshop on Java Technologies for Real-Time and Embedded Systems
Fault tolerance in the framework of support vector machines based model predictive control
Engineering Applications of Artificial Intelligence
A similarity-based approach for shape classification using Aslan skeletons
Pattern Recognition Letters
Predicting incomplete gene microarray data with the use of supervised learning algorithms
Pattern Recognition Letters
On the regularization path of the support vector domain description
Pattern Recognition Letters
Sparse learning for support vector classification
Pattern Recognition Letters
Support vector classifier based on fuzzy c-means and Mahalanobis distance
Journal of Intelligent Information Systems
Noise reduction for instance-based learning with a local maximal margin approach
Journal of Intelligent Information Systems
Integrating clustering and supervised learning for categorical data analysis
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
WSEAS Transactions on Computers
Input space reduction for rule based classification
WSEAS Transactions on Information Science and Applications
The Knowledge Engineering Review
Credit based network management by discriminate analysis
Proceedings of the 5th International Conference on Future Internet Technologies
Shape recognition based on Kernel-edit distance
Computer Vision and Image Understanding
Multi-class support vector machine classifier in EMG diagnosis
WSEAS Transactions on Signal Processing
WSEAS Transactions on Systems and Control
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology
The beauty and the beast: vulnerabilities in red hat’s packages
USENIX'09 Proceedings of the 2009 conference on USENIX Annual technical conference
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Disease classification: a probabilistic approach
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Computer-aided classification of zoom-endoscopical images using Fourier filters
IEEE Transactions on Information Technology in Biomedicine
Robust weighted kernel logistic regression in imbalanced and rare events data
Computational Statistics & Data Analysis
Hybrid robust support vector machines for regression with outliers
Applied Soft Computing
Classifier design for static security assessment using particle swarm optimization
Applied Soft Computing
The mass appraisal of the real estate by computational intelligence
Applied Soft Computing
A computer vision approach for weeds identification through Support Vector Machines
Applied Soft Computing
Robust human authentication using appearance and holistic anthropometric features
Pattern Recognition Letters
Language identification: the long and the short of the matter
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Tree edit models for recognizing textual entailments, paraphrases, and answers to questions
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Kernel based discourse relation recognition with temporal ordering information
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Cross-language document summarization based on machine translation quality prediction
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Learning better data representation using inference-driven metric learning
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
Accessible image search for colorblindness
ACM Transactions on Intelligent Systems and Technology (TIST)
The Musical Avatar: a visualization of musical preferences by means of audio content description
Proceedings of the 5th Audio Mostly Conference: A Conference on Interaction with Sound
Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels
The Journal of Machine Learning Research
How to Explain Individual Classification Decisions
The Journal of Machine Learning Research
Fast and Scalable Local Kernel Machines
The Journal of Machine Learning Research
Expert Systems with Applications: An International Journal
A novel intrusion detection system based on hierarchical clustering and support vector machines
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Pricing currency options with support vector regression and stochastic volatility model with jumps
Expert Systems with Applications: An International Journal
Vector projection method for unclassifiable region of support vector machine
Expert Systems with Applications: An International Journal
A self-adaptive embedded chaotic particle swarm optimization for parameters selection of Wv-SVM
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A two-stage algorithm in evolutionary product unit neural networks for classification
Expert Systems with Applications: An International Journal
Sparse ensembles using weighted combination methods based on linear programming
Pattern Recognition
Regularizing multiple kernel learning using response surface methodology
Pattern Recognition
Non-intrusive Detection of Driver Distraction using Machine Learning Algorithms
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Soft Nearest Convex Hull Classifier
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
3D Image Analysis and Artificial Intelligence for Bone Disease Classification
Journal of Medical Systems
Journal of Medical Systems
Computational Optimization and Applications
Text relatedness based on a word thesaurus
Journal of Artificial Intelligence Research
Particle swarm optimization aided orthogonal forward regression for unified data modeling
IEEE Transactions on Evolutionary Computation
On the dynamic selection of biometric fusion algorithms
IEEE Transactions on Information Forensics and Security
Multiple incremental decremental learning of support vector machines
IEEE Transactions on Neural Networks
Framelet kernels with applications to support vector regression and regularization networks
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
An on-chip-trainable Gaussian-Kernel analog support vector machine
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Information Sciences: an International Journal
A classification algorithm that derives weighted sum scores for insight into disease
HIKM '09 Proceedings of the Third Australasian Workshop on Health Informatics and Knowledge Management - Volume 97
A study on the generalization capability of acoustic models for robust speech recognition
IEEE Transactions on Audio, Speech, and Language Processing
Penalized logistic regression with HMM log-likelihood regressors for speech recognition
IEEE Transactions on Audio, Speech, and Language Processing
IEEE Transactions on Signal Processing
Adaptive ridge regression system for software cost estimating on multi-collinear datasets
Journal of Systems and Software
Computers and Electronics in Agriculture
Review: Sensing technologies for precision specialty crop production
Computers and Electronics in Agriculture
Modelling of web domain visits by IF-inference system
WSEAS Transactions on Computers
A new approach for identification of MIMO non linear system with RKHS model
WSEAS Transactions on Information Science and Applications
Supervised learning based power management for multicore processors
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
A hybrid recommendation method with reduced data for large-scale application
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Classification and reductio-ad-absurdum optimality proofs
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Lessons in neural network training: overfitting may be harder than expected
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
A new metric-based approach to model selection
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
How effective is Tabu search to configure support vector regression for effort estimation?
Proceedings of the 6th International Conference on Predictive Models in Software Engineering
Temporal data classification using linear classifiers
Information Systems
Cuisine: Classification using stylistic feature sets and-or name-based feature sets
Journal of the American Society for Information Science and Technology
Model-based analysis and classification of driver distraction under secondary tasks
IEEE Transactions on Intelligent Transportation Systems
Similarity preserving principal curve: an optimal 1-D feature extractor for data representation
IEEE Transactions on Neural Networks
Classifying Wikipedia articles into NE's using SVM's with threshold adjustment
NEWS '10 Proceedings of the 2010 Named Entities Workshop
Recession segmentation: simpler online word segmentation using limited resources
CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Resolving event noun phrases to their verbal mentions
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Cross language text classification by model translation and semi-supervised learning
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
SRL-based verb selection for ESL
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Mr.KNN: soft relevance for multi-label classification
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
A robust semi-supervised classification method for transfer learning
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Constructing classification features using minimal predictive patterns
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Realtime training on mobile devices for face recognition applications
Pattern Recognition
End-to-end quality of service seen by applications: A statistical learning approach
Computer Networks: The International Journal of Computer and Telecommunications Networking
Simultaneous feature selection and classification using kernel-penalized support vector machines
Information Sciences: an International Journal
Visual quality assessment for web videos
Journal of Visual Communication and Image Representation
Illuminance Flow Estimation by Regression
International Journal of Computer Vision
DC models for spherical separation
Journal of Global Optimization
A twin-candidate based approach for event pronoun resolution using composite kernel
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Performance of NB and SVM classifiers in Islamic Arabic data
Proceedings of the 1st International Conference on Intelligent Semantic Web-Services and Applications
Discrete buffer and wire sizing for link-based non-tree clock networks
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Touching text character localization in graphical documents using SIFT
GREC'09 Proceedings of the 8th international conference on Graphics recognition: achievements, challenges, and evolution
Segmentation of images of lead free solder
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
Layered approximation approach to knowledge elicitation in machine learning
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
A protein classifier based on SVM by using the voxel based descriptor
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Fuzzy integral to speed up support vector machines training for pattern classification
International Journal of Knowledge-based and Intelligent Engineering Systems
A study of gradual transition detection in historic film material
Proceedings of the second workshop on eHeritage and digital art preservation
EEG signals for emotion recognition
Journal of Computational Methods in Sciences and Engineering - Special Supplement Issue in Section A and B: Selected Papers from the ISCA International Conference on Software Engineering and Data Engineering, 2009
The forecasting model based on modified SVRM and PSO penalizing Gaussian noise
Expert Systems with Applications: An International Journal
A comparative study of TF*IDF, LSI and multi-words for text classification
Expert Systems with Applications: An International Journal
Two-level hierarchical combination method for text classification
Expert Systems with Applications: An International Journal
A novel color image watermarking scheme in nonsampled contourlet-domain
Expert Systems with Applications: An International Journal
A multiple-kernel support vector regression approach for stock market price forecasting
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Multikernel semiparametric linear programming support vector regression
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Building comprehensible customer churn prediction models with advanced rule induction techniques
Expert Systems with Applications: An International Journal
A three-stage approach to the automated scoring of spontaneous spoken responses
Computer Speech and Language
The data complexity index to construct an efficient cross-validation method
Decision Support Systems
A support vector regression based prediction model of affective responses for product form design
Computers and Industrial Engineering
Color based tracing in real-life surveillance data
Transactions on data hiding and multimedia security V
Predicting protein-protein interactions with k-nearest neighbors classification algorithm
CIBB'09 Proceedings of the 6th international conference on Computational intelligence methods for bioinformatics and biostatistics
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Learning from humanoid cartoon designs
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Selection of effective network parameters in attacks for intrusion detection
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
UJM at INEX 2009 XML mining track
INEX'09 Proceedings of the Focused retrieval and evaluation, and 8th international conference on Initiative for the evaluation of XML retrieval
Extended VSM for XML document classification using frequent subtrees
INEX'09 Proceedings of the Focused retrieval and evaluation, and 8th international conference on Initiative for the evaluation of XML retrieval
ICIC'10 Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing
Using a priori knowledge to classify in vivo images of the lung
ICIC'10 Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing
Speech emotion classification and public speaking skill assessment
HBU'10 Proceedings of the First international conference on Human behavior understanding
Real-time hand gesture recognition based on vision
Edutainment'10 Proceedings of the Entertainment for education, and 5th international conference on E-learning and games
Enhanced foundry production control
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I
Reformulated parametric learning based on ordinary differential equations
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
A new binary classifier: clustering-launched classification
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Convergence of a new decomposition algorithm for support vector machines
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Prediction of equipment maintenance using optimized support vector machine
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
From netflix to heart attacks: collaborative filtering in medical datasets
Proceedings of the 1st ACM International Health Informatics Symposium
A data mining approach to MPGN type II renal survival analysis
Proceedings of the 1st ACM International Health Informatics Symposium
Mining protein interactions from text using convolution kernels
PAKDD'09 Proceedings of the 13th Pacific-Asia international conference on Knowledge discovery and data mining: new frontiers in applied data mining
Handling missing features with boosting algorithms for protein-protein interaction prediction
DILS'10 Proceedings of the 7th international conference on Data integration in the life sciences
On the power of topological kernel in microarray-based detection of cancer
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Topological localization of mobile robots using probabilistic support vector classification
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
The University of Aamsterdam's concept detection system at ImageCLEF 2009
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
A study on traveling purpose classification method to extract traveling requests
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part III
Comparing EEG/ERP-like and fMRI-like techniques for reading machine thoughts
BI'10 Proceedings of the 2010 international conference on Brain informatics
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Similarity word-sequence kernels for sentence clustering
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Transductive learning from textual data with relevant example selection
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Time series gene expression data classification via L1-norm temporal SVM
PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics
Part-based feature synthesis for human detection
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Towards computational models of the visual aesthetic appeal of consumer videos
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Online knowledge-based support vector machines
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Online monitoring of catalyst activity for synthesis of bisphenol A
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I
Training support vector data descriptors using converging linear particle swarm optimization
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I
Genetic algorithm-based support vector classification method for multi-spectral remote sensing image
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I
Robust semi-supervised learning for biometrics
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I
Clustering-based geometric support vector machines
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part II
The key theorem of learning theory based on Sugeno measure and fuzzy random samples
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part II
Research on short-term gas load forecasting based on support vector machine model
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part II
The application of support vector regression in the dual-axis tilt sensor modeling
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
Classifying EEG using incremental support vector machine in BCIs
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
The support feature machine for classifying with the least number of features
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
A decision support system for cost-effective diagnosis
Artificial Intelligence in Medicine
Learning with ensembles of randomized trees: new insights
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Complexity bounds for batch active learning in classification
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Example-dependent basis vector selection for kernel-based classifiers
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Improving phone duration modelling using support vector regression fusion
Speech Communication
A sparse version of the ridge logistic regression for large-scale text categorization
Pattern Recognition Letters
Feature selection using mutual information in CT colonography
Pattern Recognition Letters
Computational Statistics & Data Analysis
Adaptive support vector regression for UAV flight control
Neural Networks
Multimodal sensing, recognizing and browsing group social dynamics
Personal and Ubiquitous Computing
Finding related sentence pairs in MEDLINE
Information Retrieval
Feasibility structure modeling: an effective chaperone for constrained memetic algorithms
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
A novel technique for subpixel image classification based on support vector machine
IEEE Transactions on Image Processing
Clustered Nyström method for large scale manifold learning and dimension reduction
IEEE Transactions on Neural Networks
Behavior-constrained support vector machines for fMRI data analysis
IEEE Transactions on Neural Networks
Learning graphical models for hypothesis testing and classification
IEEE Transactions on Signal Processing
A min-max optimization framework for designing ΣΔ learners: theory and hardware
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Clustering of Adolescent Criminal Offenders using Psychological and Criminological Profiles
Proceedings of the 2010 conference on Data Mining for Business Applications
Using haptic-based trajectory following in 3D space to distinguish between men and women
EuroHaptics'10 Proceedings of the 2010 international conference on Haptics - generating and perceiving tangible sensations: Part II
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
Evaluation of distance measures for multi-class classification in binary SVM decision tree
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
ICMI'06/IJCAI'07 Proceedings of the ICMI 2006 and IJCAI 2007 international conference on Artifical intelligence for human computing
Learning distance functions for image retrieval
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Random sampling based SVM for relevance feedback image retrieval
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
A fuzzy prediction model for calling communities
International Journal of Networking and Virtual Organisations
18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis
Information Sciences: an International Journal
Fast Multiclass SVM Classification Using Decision Tree Based One-Against-All Method
Neural Processing Letters
Personalization of Reading Passages Improves Vocabulary Acquisition
International Journal of Artificial Intelligence in Education
Variational inference with graph regularization for image annotation
ACM Transactions on Intelligent Systems and Technology (TIST)
Pairwise issue modeling for negotiation counteroffer prediction using neural networks
Decision Support Systems
Pattern classification driven enhancements for human-in-the-loop decision support systems
Decision Support Systems
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
Using an iterative linear solver in an interior-point method for generating support vector machines
Computational Optimization and Applications
A Sparse Learning Machine for High-Dimensional Data with Application to Microarray Gene Analysis
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Bootstrapping location relations from text
Proceedings of the 73rd ASIS&T Annual Meeting on Navigating Streams in an Information Ecosystem - Volume 47
Network-based sparse Bayesian classification
Pattern Recognition
Transforming range queries to equivalent box queries to optimize page access
Proceedings of the VLDB Endowment
IEEE Transactions on Evolutionary Computation
A marked point process for modeling lidar waveforms
IEEE Transactions on Image Processing
Rough sets for selection of molecular descriptors to predict biological activity of molecules
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
The robust and efficient adaptive normal direction support vector regression
Expert Systems with Applications: An International Journal
Effect of number of features on classification of roller bearing faults using SVM and PSVM
Expert Systems with Applications: An International Journal
Usefulness of support vector machine to develop an early warning system for financial crisis
Expert Systems with Applications: An International Journal
Shell fitting space for classification
Expert Systems with Applications: An International Journal
An optimal method for prediction and adjustment on byproduct gas holder in steel industry
Expert Systems with Applications: An International Journal
Are rating agencies' assignments opaque? Evidence from international banks
Expert Systems with Applications: An International Journal
Multi-criteria ABC analysis using artificial-intelligence-based classification techniques
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Credit risk evaluation with kernel-based affine subspace nearest points learning method
Expert Systems with Applications: An International Journal
Model selection for least squares support vector regressions based on small-world strategy
Expert Systems with Applications: An International Journal
Computational Statistics & Data Analysis
A support vector machine-based model for detecting top management fraud
Knowledge-Based Systems
Regression analysis using the imprecise Bayesian normal model
International Journal of Data Analysis Techniques and Strategies
Error tolerance based support vector machine for regression
Neurocomputing
A decision support system for Crithidia Luciliae image classification
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Classification and Semantic Mapping of Urban Environments
International Journal of Robotics Research
Designing an artificial immune system-based machine learning classifier for medical diagnosis
ICICA'10 Proceedings of the First international conference on Information computing and applications
An improved PSO-SVM approach for multi-faults diagnosis of satellite reaction wheel
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part II
Local weighted LS-SVM online modeling and the application in continuous processes
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part II
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part II
3D point correspondence by minimum description length in feature space
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
A new smooth support vector machine
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
Spatially regularized SVM for the detection of brain areas associated with stroke outcome
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part I
Fusion of PCA-based and LDA-based similarity measures for face verification
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Using high-dimensional image models to perform highly undetectable steganography
IH'10 Proceedings of the 12th international conference on Information hiding
Optimisation of features using evolutionary algorithm for EEG signal classification
International Journal of Computational Vision and Robotics
SVR with hybrid chaotic genetic algorithms for tourism demand forecasting
Applied Soft Computing
Support vector machine approach for longitudinal dispersion coefficients in natural streams
Applied Soft Computing
Handling drifts and shifts in on-line data streams with evolving fuzzy systems
Applied Soft Computing
GMM based SPECT image classification for the diagnosis of Alzheimer's disease
Applied Soft Computing
Computer aided diagnosis of Alzheimer's disease using component based SVM
Applied Soft Computing
Control chart pattern recognition using a novel hybrid intelligent method
Applied Soft Computing
An intraday market risk management approach based on textual analysis
Decision Support Systems
Kernel feature selection to fuse multi-spectral MRI images for brain tumor segmentation
Computer Vision and Image Understanding
Web-based algorithm for cylindricity evaluation using support vector machine learning
Computers and Industrial Engineering
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Sparse episode identification in environmental datasets: The case of air quality assessment
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
On the dynamic evidential reasoning algorithm for fault prediction
Expert Systems with Applications: An International Journal
Comparing machine learning classifiers in potential distribution modelling
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Bayesian decision theory for support vector machines: Imbalance measurement and feature optimization
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Stock trend prediction based on fractal feature selection and support vector machine
Expert Systems with Applications: An International Journal
Identifying financially successful start-up profiles with data mining
Expert Systems with Applications: An International Journal
Application of multiclass support vector machines for fault diagnosis of field air defense gun
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An intelligent forecasting model based on robust wavelet ν-support vector machine
Expert Systems with Applications: An International Journal
Adaptive sparse polynomial chaos expansion based on least angle regression
Journal of Computational Physics
Automatic recognition of lower facial action units
Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research
Audio feature engineering for automatic music genre classification
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Multimedia data mining: state of the art and challenges
Multimedia Tools and Applications
Multimedia news exploration and retrieval by integrating keywords, relations and visual features
Multimedia Tools and Applications
Multi-Source Temporal Data Aggregation in Wireless Sensor Networks
Wireless Personal Communications: An International Journal
ACM SIGKDD Workshop on Intelligence and Security Informatics
Robust class similarity measure for traffic sign recognition
IEEE Transactions on Intelligent Transportation Systems
A pattern-recognition approach for driving skill characterization
IEEE Transactions on Intelligent Transportation Systems
Goal evaluation of segmentation algorithms for traffic sign recognition
IEEE Transactions on Intelligent Transportation Systems
Periodic activation function and a modified learning algorithm for the multivalued neuron
IEEE Transactions on Neural Networks
Learning without default: a study of one-class classification and the low-default portfolio problem
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
The landscape contest at ICPR 2010
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Feature extraction using support vector machines
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Class information adapted kernel for support vector machine
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
A theoretical framework for multi-sphere support vector data description
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Fast implementation of string-kernel-based support vector classifiers by GPU computing
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Speed up image annotation based on LVQ technique with affinity propagation algorithm
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
International Journal of Approximate Reasoning
Document seal detection using GHT and character proximity graphs
Pattern Recognition
Greedy optimization classifiers ensemble based on diversity
Pattern Recognition
Protein interaction detection in sentences via Gaussian Processes: a preliminary evaluation
International Journal of Data Mining and Bioinformatics
Expert Systems with Applications: An International Journal
Multifactor feature extraction for human movement recognition
Computer Vision and Image Understanding
Tensor-based locally maximum margin classifier for image and video classification
Computer Vision and Image Understanding
Towards semi-supervised classification of discourse relations using feature correlations
SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Fusion of multiple features and ranking SVM for web-based English-Chinese OOV term translation
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Machine transliteration: leveraging on third languages
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Applying regression models to query-focused multi-document summarization
Information Processing and Management: an International Journal
A versatile software tool making best use of sparse data for closed loop process control
Advances in Engineering Software
Radial basis function networks with hybrid learning for system identification with outliers
Applied Soft Computing
Anomaly detection in noisy and irregular time series: the "turbodiesel charging pressure" case study
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Automatic assessment of students' free-text answers with support vector machines
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Random projections for SVM ensembles
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
Model transduction for triangle meshes
Journal of Computer Science and Technology
High dimensional image categorization
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Hybrid support vector regression and GA/TS for radio-wave path-loss prediction
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume PartI
A GA-based support vector machine diagnosis model for business crisis
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume PartI
Planted (l,d) motif finding with allowable mismatches using kernel based approach
Proceedings of the 2011 International Conference on Communication, Computing & Security
Learning to discover faulty spots in cDNA microarrays
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Feature extraction using circular statistics applied to volcano monitoring
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
A sequential minimal optimization algorithm for the all-distances support vector machine
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Aerosol optical thickness retrieval from satellite observation using support vector regression
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
The imbalanced problem in morphological galaxy classification
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Finding boundary subjects for medical decision support with support vector machines
CBMS'03 Proceedings of the 16th IEEE conference on Computer-based medical systems
Using component features for face recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Authentic facial expression analysis
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Video event retrieval from a small number of examples using rough set theory
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Facial expression recognition on hexagonal structure using LBP-based histogram variances
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Density-induced margin support vector machines
Pattern Recognition
Multiclass object classification for real-time video surveillance systems
Pattern Recognition Letters
Learnability, Stability and Uniform Convergence
The Journal of Machine Learning Research
Tree Decomposition for Large-Scale SVM Problems
The Journal of Machine Learning Research
Classification with Incomplete Data Using Dirichlet Process Priors
The Journal of Machine Learning Research
A new feature selection method based on support vector machines for text categorisation
International Journal of Data Analysis Techniques and Strategies
Hybrid of simulated annealing and SVM for hydraulic valve characteristics prediction
Expert Systems with Applications: An International Journal
Using Gaussian process based kernel classifiers for credit rating forecasting
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Machine health prognostics using survival probability and support vector machine
Expert Systems with Applications: An International Journal
A new approach to prediction of radiotherapy of bladder cancer cells in small dataset analysis
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Using partial least squares and support vector machines for bankruptcy prediction
Expert Systems with Applications: An International Journal
Predicting high-tech equipment fabrication cost with a novel evolutionary SVM inference model
Expert Systems with Applications: An International Journal
Traffic flow condition classification for short sections using single microwave sensor
EURASIP Journal on Advances in Signal Processing - Special title on vehicular ad hoc networks
A machine learning approach to TCP throughput prediction
IEEE/ACM Transactions on Networking (TON)
Utilizing intelligent segmentation in isolated word recognition using a hybrid HTD-HMM
CISST '11 Proceedings of the 5th WSEAS international conference on Circuits, systems, signal and telecommunications
Computers and Industrial Engineering
Applications of graph theory to an English rhyming corpus
Computer Speech and Language
Turn-taking cues in task-oriented dialogue
Computer Speech and Language
Personalized mode transductive spanning SVM classification tree
Information Sciences: an International Journal
Locating facial landmarks by support vector machine-based active shape model
International Journal of Intelligent Systems Technologies and Applications
A system for licence plate recognition using a hierarchically combined classifier
International Journal of Intelligent Systems Technologies and Applications
Traffic incident classification at intersections based on image sequences by HMM/SVM classifiers
Multimedia Tools and Applications
Digital Image Forgery Detection Based on Lens and Sensor Aberration
International Journal of Computer Vision
Prediction in financial markets: The case for small disjuncts
ACM Transactions on Intelligent Systems and Technology (TIST)
Improving accuracy of microarray classification by a simple multi-task feature selection filter
International Journal of Data Mining and Bioinformatics
Local fractal and multifractal features for volumic texture characterization
Pattern Recognition
Maximal Discrepancy for Support Vector Machines
Neurocomputing
Neighborhood preserving regression for image retrieval
Neurocomputing
Regression forests for efficient anatomy detection and localization in CT studies
MCV'10 Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging
Multi-document summarization using link analysis based on rhetorical relations between sentences
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Labelwise margin maximization for sequence labeling
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Semi-supervised discourse relation classification with structural learning
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Example-based image color and tone style enhancement
ACM SIGGRAPH 2011 papers
Subset selection for efficient SVM tracking
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Indoor scene classification using combined 3D and gist features
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Classifier acceleration by imitation
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
EWSN'11 Proceedings of the 8th European conference on Wireless sensor networks
ACM Transactions on Asian Language Information Processing (TALIP)
International Journal of Information and Communication Technology
Automatic speech emotion recognition using modulation spectral features
Speech Communication
Combining linear and nonlinear model in forecasting tourism demand
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Correntropy function for fundamental frequency determination of musical instrument samples
Expert Systems with Applications: An International Journal
A SVDD approach of fuzzy classification for analog circuit fault diagnosis with FWT as preprocessor
Expert Systems with Applications: An International Journal
A machine learning approach to classify vigilance states in rats
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A distribution-free method for process monitoring
Expert Systems with Applications: An International Journal
A relational vector space model using an advanced weighting scheme for image retrieval
Information Processing and Management: an International Journal
Dynamic time warping constraint learning for large margin nearest neighbor classification
Information Sciences: an International Journal
An Iterative Method for Deciding SVM and Single Layer Neural Network Structures
Neural Processing Letters
Learning Linear and Nonlinear PCA with Linear Programming
Neural Processing Letters
Human Action Segmentation and Recognition Using Discriminative Semi-Markov Models
International Journal of Computer Vision
International Journal of Computer Vision
Predicate Logic Based Image Grammars for Complex Pattern Recognition
International Journal of Computer Vision
A fast method of feature extraction for kernel MSE
Neurocomputing
Artificial Intelligence in Medicine
Neuro-genetic system for stock index prediction
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Evolutionary neural networks for practical applications
Review of meta-heuristics and generalised evolutionary walk algorithm
International Journal of Bio-Inspired Computation
Evolution strategies based adaptive Lp LS-SVM
Information Sciences: an International Journal
Review: data mining: Past, present and future
The Knowledge Engineering Review
Municipal revenue prediction by ensembles of neural networks and support vector machines
WSEAS Transactions on Computers
Kernel-based algorithm for clustering spatial data
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
A fusion of ICA and SVM for detection computer attacks
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
Extended Bayesian framework for automatic tuning of kernel data-mining methods
ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science
Variable selection and prediction of rainfall from WSR-88D radar using support vector regression
NN'05 Proceedings of the 6th WSEAS international conference on Neural networks
GPCA method for fraud detection in mobile communication networks
TELE-INFO'06 Proceedings of the 5th WSEAS international conference on Telecommunications and informatics
Automatic classification of medical reports, the CIREA project
TELE-INFO'06 Proceedings of the 5th WSEAS international conference on Telecommunications and informatics
Support vector machines and eddy-current tests for flaws characterisation in thin metallic plates
ICECS'05 Proceedings of the 4th WSEAS international conference on Electronics, control and signal processing
Expert Systems with Applications: An International Journal
Intelligent prognostics for battery health monitoring based on sample entropy
Expert Systems with Applications: An International Journal
Feature selection for support vector machine-based face-iris multimodal biometric system
Expert Systems with Applications: An International Journal
Support vector machines using Bayesian-based approach in the issue of unbalanced classifications
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Resource aware distributed knowledge discovery
Ubiquitous knowledge discovery
Categorize arabic data sets using multi-class classification based on association rule approach
Proceedings of the 2011 International Conference on Intelligent Semantic Web-Services and Applications
Municipal revenue prediction by support vector machine ensembles
ICCOMP'10 Proceedings of the 14th WSEAS international conference on Computers: part of the 14th WSEAS CSCC multiconference - Volume I
The analysis of a faster algorithm for support vector machine-based classification
ICCOMP'10 Proceedings of the 14th WSEAS international conference on Computers: part of the 14th WSEAS CSCC multiconference - Volume I
Japanese dependency analysis based on parallel relation
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
A participatory framework to support inclusive multi-playing for gamers in disadvantaged conditions
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
A topic identification task for modern standard Arabic
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
A context-aware audio presentation method in wearable computing
Proceedings of the 2011 ACM Symposium on Applied Computing
Entropy based feature selection for text categorization
Proceedings of the 2011 ACM Symposium on Applied Computing
Prediction and query evaluation using linguistic decision trees
Applied Soft Computing
Uncertainty and sensitivity analysis issues in support vector machines
ICS'06 Proceedings of the 10th WSEAS international conference on Systems
Automatic recognition of piano music compositional styles
ICS'06 Proceedings of the 10th WSEAS international conference on Systems
Robust kernel-based regression
CIMMACS'05 Proceedings of the 4th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Finding pre-images via evolution strategies
Applied Soft Computing
Bearing fault detection of induction motor using wavelet and Support Vector Machines (SVMs)
Applied Soft Computing
Computer-aided small bowel tumor detection for capsule endoscopy
Artificial Intelligence in Medicine
Support vector regression based modeling of pier scour using field data
Engineering Applications of Artificial Intelligence
Smooth performance landscapes of the variational Bayesian approach
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
SoftDoubleMinOver: a simple procedure for maximum margin classification
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Smooth Bayesian kernel machines
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
The LCCP for optimizing kernel parameters for SVM
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Fusing MPEG-7 visual descriptors for image classification
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
An experimental evaluation of linear and kernel-based classifiers for face recognition
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Nighttime pedestrian detection with a normal camera using SVM classifier
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Chinese syntactic category disambiguation using support vector machines
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Automatic caption detection in video frames based on support vector machine
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Automatic news audio classification based on selective ensemble SVMs
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Recognition of radiated noises of ships using auditory features and support vector machines
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Wavelet support vector machines and its application for nonlinear system identification
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
SVR-based oblivious watermarking scheme
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Novel questionnaire-responded transaction approach with SVM for credit card fraud detection
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Customer churning prediction using support vector machines in online auto insurance service
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Resource aware distributed knowledge discovery
Ubiquitous knowledge discovery
The use of unwrapped phase in MR image segmentation: a preliminary study
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
A DGC-based data classification method used for abnormal network intrusion detection
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Combining time-scale feature extractions with SVMs for stock index forecasting
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Support vector regression based shear strength modelling of deep beams
Computers and Structures
Computational Biology and Chemistry
On the design of a hardware-software architecture for acceleration of SVM's training phase
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Social negative bootstrapping for visual categorization
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Person-specific age estimation under ranking framework
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Improving vector space embedding of graphs through feature selection algorithms
Pattern Recognition
Help-Training for semi-supervised support vector machines
Pattern Recognition
Two-stage replenishment policies for deteriorating items at Taiwanese convenience stores
Computers and Operations Research
Generalized eigenvalue proximal support vector regressor
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Tuning metaheuristics: A data mining based approach for particle swarm optimization
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
The forecasting model based on fuzzy novel ν-support vector machine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Proceedings of the Fourth International Conference on SImilarity Search and APplications
Sequence classification via large margin hidden Markov models
Data Mining and Knowledge Discovery
Cybernetics and Systems Analysis
Journal of Signal Processing Systems
A hybrid AIS-SVM ensemble approach for text classification
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
Random projections for linear SVM ensembles
Applied Intelligence
Journal of Intelligent and Robotic Systems
Exploiting separability in large-scale linear support vector machine training
Computational Optimization and Applications
Optimal Locality Regularized Least Squares Support Vector Machine via Alternating Optimization
Neural Processing Letters
A regularized correntropy framework for robust pattern recognition
Neural Computation
Exploring entity relations for named entity disambiguation
HLT-SS '11 Proceedings of the ACL 2011 Student Session
A better way to learn features: technical perspective
Communications of the ACM
Overfitting detection and adaptive covariant parsimony pressure for symbolic regression
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
A new dataset and method for automatically grading ESOL texts
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Identification of domain-specific senses in a machine-readable dictionary
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
A lung cancer outcome calculator using ensemble data mining on SEER data
Proceedings of the Tenth International Workshop on Data Mining in Bioinformatics
MQSS: multimodal query suggestion and searching for video search
Multimedia Tools and Applications
Building a qualitative recruitment system via SVM with MCDM approach
Applied Intelligence
Segment-based emotion recognition from continuous Mandarin Chinese speech
Computers in Human Behavior
Support vector machine approach to cardiac SPECT diagnosis
IWCIA'11 Proceedings of the 14th international conference on Combinatorial image analysis
Automatic identification of ontology versions using machine learning techniques
ESWC'11 Proceedings of the 8th extended semantic web conference on The semantic web: research and applications - Volume Part I
Comparative evaluation of set-level techniques in microarray classification
ISBRA'11 Proceedings of the 7th international conference on Bioinformatics research and applications
Query-adaptive ranking with support vector machines for protein homology prediction
ISBRA'11 Proceedings of the 7th international conference on Bioinformatics research and applications
sEMG Signal classification for the motion pattern of intelligent bionic artificial limb
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I
New multi-class classification method based on the SVDD model
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Intelligence statistical process control in cellular manufacturing based on SVM
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Applying ICA and SVM to mixture control chart patterns recognition in a process
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Gender classification using the profile
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
A preliminary study on the prediction of human protein functions
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I
Predicting stock index using an integrated model of NLICA, SVR and PSO
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II
Spider recognition by biometric web analysis
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II
Full length article: Concentration estimates for the moving least-square method in learning theory
Journal of Approximation Theory
Composite hashing with multiple information sources
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Integrating hierarchical feature selection and classifier training for multi-label image annotation
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
An efficient statistical feature selection approach for classification of gene expression data
Journal of Biomedical Informatics
Emotion recognition using a hierarchical binary decision tree approach
Speech Communication
Design of ensemble neural network using entropy theory
Advances in Engineering Software
A DIAMOND method of inducing classification rules for biological data
Computers in Biology and Medicine
Robust prediction of protein subcellular localization combining PCA and WSVMs
Computers in Biology and Medicine
Simultaneous latent fingerprint recognition
Applied Soft Computing
Ranking search results by web quality dimensions
Journal of Web Engineering
Narrowing the modeling gap: a cluster-ranking approach to coreference resolution
Journal of Artificial Intelligence Research
A subpath kernel for rooted unordered trees
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Grammatical dependency-based relations for term weighting in text classification
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
INFORMS Journal on Computing
A pattern discovery approach to retail fraud detection
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Laplacian Support Vector Machines Trained in the Primal
The Journal of Machine Learning Research
Learning a Robust Relevance Model for Search Using Kernel Methods
The Journal of Machine Learning Research
Multiple Kernel Learning Algorithms
The Journal of Machine Learning Research
Classification of ultrasound medical images using distance based feature selection and fuzzy-SVM
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
A genetic algorithm to configure support vector machines for predicting fault-prone components
PROFES'11 Proceedings of the 12th international conference on Product-focused software process improvement
Multiple distribution data description learning algorithm for novelty detection
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
An automatic text comprehension classifier based on mental models and latent semantic features
i-KNOW '11 Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies
Effective feature set construction for SVM-based hot method prediction and optimisation
International Journal of Computational Science and Engineering
Dynamic effort scaling: managing the quality-efficiency tradeoff
Proceedings of the 48th Design Automation Conference
Translation initiation site recognition by means of evolutionary response surfaces
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II
Improving subtree-based question classification classifiers with word-cluster models
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Opinion classification techniques applied to a Spanish corpus
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Multimodal emotion classification in naturalistic user behavior
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: towards mobile and intelligent interaction environments - Volume Part III
Linguistic kernels for answer re-ranking in question answering systems
Information Processing and Management: an International Journal
Mixed convexity & optimization of the SVM QP problem for nonlinear polynomial kernel maps
Proceedings of the 15th WSEAS international conference on Computers
Support vector machine classification of uncertain and imbalanced data using robust optimization
Proceedings of the 15th WSEAS international conference on Computers
An obstacle avoidance system based on BMI and RHC for robotic wheelchair
Proceedings of the 15th WSEAS international conference on Systems
Predicting price of Taiwan real estates by neural networks and support vector regression
Proceedings of the 15th WSEAS international conference on Systems
Proceedings of the 15th WSEAS international conference on Systems
Penalty functions for genetic programming algorithms
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part I
Bounds for approximate solutions of Fredholm integral equations using kernel networks
ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I
Using the leader algorithm with support vector machines for large data sets
ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I
SNPboost: interaction analysis and risk prediction on GWA data
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Linear operators and stochastic partial differential equations in Gaussian process regression
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Estimation of the number of clusters using heterogeneous multiple classifier system
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Relational mining in spatial domains: accomplishments and challenges
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Conservative and aggressive rough SVR modeling
Theoretical Computer Science
Supervised classification methods for mining cell differences as depicted by Raman spectroscopy
CIBB'10 Proceedings of the 7th international conference on Computational intelligence methods for bioinformatics and biostatistics
Semi-supervised learning for mixed-type data via formal concept analysis
ICCS'11 Proceedings of the 19th international conference on Conceptual structures for discovering knowledge
On fast deep nets for AGI vision
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Hierarchical multilabel protein function prediction using local neural networks
BSB'11 Proceedings of the 6th Brazilian conference on Advances in bioinformatics and computational biology
Adaptive medical image denoising using support vector regression
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
Logitboost extension for early classification of sequences
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects
Comparing the one-vs-one and one-vs-all methods in benthic macroinvertebrate image classification
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Learning from label proportions by optimizing cluster model selection
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Improved support vector machines with distance metric learning
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Relation learning: a new approach to face recognition
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Supervised traversability learning for robot navigation
TAROS'11 Proceedings of the 12th Annual conference on Towards autonomous robotic systems
Expansion finding for given acronyms using conditional random fields
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Information Technology and Management
Operators for transforming kernels into quasi-local kernels that improve SVM accuracy
Journal of Intelligent Information Systems
PDA-SVM Hybrid: A Unified Model for Kernel-Based Supervised Classification
Journal of Signal Processing Systems
SVM approach to classifying lesions in USG images with the use of the gabor decomposition
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
A hybrid model to favor the selection of high quality features in high dimensional domains
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
The importance of precision in humour classification
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
A novel ensemble of distance measures for feature evaluation: application to sonar imagery
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Gradient descent decomposition for multi-objective learning
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Purging false negatives in cancer diagnosis using incremental active learning
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Ranking function adaptation with boosting trees
ACM Transactions on Information Systems (TOIS)
Using support vector machine for characteristics prediction of hydraulic valve
International Journal of Computer Applications in Technology
Enhanced Topic-based Vector Space Model for semantics-aware spam filtering
Expert Systems with Applications: An International Journal
Customer churn prediction in telecommunications
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A classifier for Bangla handwritten numeral recognition
Expert Systems with Applications: An International Journal
A Short-Term Forecasting Algorithm for Network Traffic Based on Chaos Theory and SVM
Journal of Network and Systems Management
Forecasting stock indices with wavelet domain kernel partial least square regressions
Applied Soft Computing
Study of SOM-based intelligent multi-controller for real-time scheduling
Applied Soft Computing
A computational intelligence scheme for the prediction of the daily peak load
Applied Soft Computing
Measuring financial risk with generalized asymmetric least squares regression
Applied Soft Computing
Extracting discriminative color features for face recognition
Pattern Recognition Letters
Pattern Recognition Letters
Feature sub-set selection metrics for Arabic text classification
Pattern Recognition Letters
Session-based classification of internet applications in 3G wireless networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Question classification by weighted combination of lexical, syntactic and semantic features
TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue
Speaker recognition from coded speech using support vector machines
TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue
Edutainment'11 Proceedings of the 6th international conference on E-learning and games, edutainment technologies
Stylized textile image pattern classification using SIFT keypoint histograms
Edutainment'11 Proceedings of the 6th international conference on E-learning and games, edutainment technologies
Generalized augmentation of multiple kernels
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Two-stage augmented kernel matrix for object recognition
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Polytope classifier: a symbolic knowledge extraction from piecewise-linear support vector machine
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Outlier-based approaches for intrinsic and external plagiarism detection
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II
Reducing number of classifiers in DAGSVM based on class similarity
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Conditional graphical models for protein structure prediction
Conditional graphical models for protein structure prediction
Distributed structures and distributional meaning
DiSCo '11 Proceedings of the Workshop on Distributional Semantics and Compositionality
Feature selection for interpatient supervised heart beat classification
Computational Intelligence and Neuroscience - Special issue on Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing
Automatic segmentation of dermoscopic images by iterative classification
Journal of Biomedical Imaging - Special issue on Machine Learning in Medical Imaging
ICHIT'11 Proceedings of the 5th international conference on Convergence and hybrid information technology
Bag-of-visual-words approach to abnormal image detection in wireless capsule endoscopy videos
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
ICAIS'11 Proceedings of the Second international conference on Adaptive and intelligent systems
A trajectory tracking application of redundant planar robot arm via support vector machines
ICAIS'11 Proceedings of the Second international conference on Adaptive and intelligent systems
Active learning for sparse least squares support vector machines
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
Support vector machines based on weighted scatter degree
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
Understanding the risk factors of learning in adversarial environments
Proceedings of the 4th ACM workshop on Security and artificial intelligence
An efficient user verification system via mouse movements
Proceedings of the 18th ACM conference on Computer and communications security
Computer Methods and Programs in Biomedicine
A SNOMED supported ontological vector model for subclinical disorder detection using EHR similarity
Engineering Applications of Artificial Intelligence
A nonparametric classification method based on K-associated graphs
Information Sciences: an International Journal
Recognition of Arabic (Indian) bank check digits using log-gabor filters
Applied Intelligence
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Computers and Industrial Engineering
Analysis of variance of Gabor filter banks parameters for optimal face recognition
Pattern Recognition Letters
Learning to identify educational materials
ACM Transactions on Speech and Language Processing (TSLP)
Get your jokes right: ask the crowd
MEDI'11 Proceedings of the First international conference on Model and data engineering
Two classes of algorithms for data clustering
IUKM'11 Proceedings of the 2011 international conference on Integrated uncertainty in knowledge modelling and decision making
Information Sciences: an International Journal
Contour Extraction of Drosophila Embryos
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Combined Feature Selection and Cancer Prognosis Using Support Vector Machine Regression
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Persuasive language and virality in social networks
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Context-independent facial action unit recognition using shape and gabor phase information
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Active class selection for arousal classification
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Journal of Data and Information Quality (JDIQ)
Automatic Assessment of Document Quality in Web Collaborative Digital Libraries
Journal of Data and Information Quality (JDIQ)
Duplicate detection through structure optimization
Proceedings of the 20th ACM international conference on Information and knowledge management
Learning conditional random fields with latent sparse features for acronym expansion finding
Proceedings of the 20th ACM international conference on Information and knowledge management
Can irrelevant data help semi-supervised learning, why and how?
Proceedings of the 20th ACM international conference on Information and knowledge management
Content based social behavior prediction: a multi-task learning approach
Proceedings of the 20th ACM international conference on Information and knowledge management
Towards feature selection in network
Proceedings of the 20th ACM international conference on Information and knowledge management
Discovering customer intent in real-time for streamlining service desk conversations
Proceedings of the 20th ACM international conference on Information and knowledge management
Geometrically invariant image watermarking using SVR correction in NSCT domain
Computers and Electrical Engineering
Classification of 3-D objects and faces employing view-based clusters
Computers and Electrical Engineering
Construction of convex hull classifiers in high dimensions
Pattern Recognition Letters
Clustering technique-based least square support vector machine for EEG signal classification
Computer Methods and Programs in Biomedicine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Intrauterine growth restriction (IUGR) risk decision based on support vector machines
Expert Systems with Applications: An International Journal
Audio based solutions for detecting intruders in wild areas
Signal Processing
Comparison of classification methods for P300 brain-computer interface on disabled subjects
Computational Intelligence and Neuroscience - Special issue on Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing
SMILER: Towards Practical Online Traffic Classification
Proceedings of the 2011 ACM/IEEE Seventh Symposium on Architectures for Networking and Communications Systems
Using main content extraction to improve performance of Vietnamese web page classification
Proceedings of the Second Symposium on Information and Communication Technology
Gradual transition detection in historic film material—a systematic study
Journal on Computing and Cultural Heritage (JOCCH)
Probabilities of discrepancy between minima of cross-validation, Vapnik bounds and true risks
International Journal of Applied Mathematics and Computer Science
Automatic Moderation of Online Discussion Sites
International Journal of Electronic Commerce
Fuzzy SVM with a New Fuzzy Membership Function to Solve the Two-Class Problems
Neural Processing Letters
Online SVR Training by Solving the Primal Optimization Problem
Journal of Signal Processing Systems
Statistical Soft Error Rate (SSER) Analysis for Scaled CMOS Designs
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Recognizing clothes patterns for blind people by confidence margin based feature combination
MM '11 Proceedings of the 19th ACM international conference on Multimedia
News browsing system: multimodal analysis
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Support vector machine: A tool for mapping mineral prospectivity
Computers & Geosciences
An effective double-bounded tree-connected Isomap algorithm for microarray data classification
Pattern Recognition Letters
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
A Bayesian network classifier that combines a finite mixture model and a naïve bayes model
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Learning with scope, with application to information extraction and classification
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Discriminative probabilistic models for relational data
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
An uncertainty framework for classification
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Gender classification via global-local features fusion
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
On the effectiveness of distributed learning on different class-probability distributions of data
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
A comparison on score spaces for expression microarray data classification
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
A novel pyramidal dual-tree directional filter bank domain color image watermarking algorithm
ICICS'11 Proceedings of the 13th international conference on Information and communications security
A new soft biometric approach for keystroke dynamics based on gender recognition
International Journal of Information Technology and Management
Expert Systems with Applications: An International Journal
Predict on-shelf product availability in grocery retailing with classification methods
Expert Systems with Applications: An International Journal
A tunable support vector machine assembly classifier for epileptic seizure detection
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Computers & Mathematics with Applications
Mapping queries to the Linking Open Data cloud: A case study using DBpedia
Web Semantics: Science, Services and Agents on the World Wide Web
Annotating and learning event durations in text
Computational Linguistics
Drosophila Gene Expression Pattern Annotation through Multi-Instance Multi-Label Learning
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Recurrent kernel machines: Computing with infinite echo state networks
Neural Computation
A Fast Algorithm for Updating and Downsizing the Dominant Kernel Principal Components
SIAM Journal on Matrix Analysis and Applications
Principal component neural networks based intrusion feature extraction and detection using SVM
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Application of support vector machines in reciprocating compressor valve fault diagnosis
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Face recognition using gabor features and support vector machines
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Multi-view face recognition with min-max modular SVMs
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
An application of support vector machines for customer churn analysis: credit card case
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Simultaneous feature selection and parameters optimization for SVM by immune clonal algorithm
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Stochastic modelling of scientific terms distribution in publications
MKM'06 Proceedings of the 5th international conference on Mathematical Knowledge Management
Automatic hierarchical classification of structured deep web databases
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Two phase approach for spam-mail filtering
CIS'04 Proceedings of the First international conference on Computational and Information Science
An experimental study of boosting model classifiers for chinese text categorization
ICADL'04 Proceedings of the 7th international Conference on Digital Libraries: international collaboration and cross-fertilization
A semantic kernel to exploit linguistic knowledge
AI*IA'05 Proceedings of the 9th conference on Advances in Artificial Intelligence
A weighting initialization strategy for weighted support vector machines
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
A novel method for rapid speaker adaptation using reference support speaker selection
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Fuzzy pairwise multiclass support vector machines
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Support vector machine classification based on fuzzy clustering for large data sets
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Spanish all-words semantic class disambiguation using Cast3LB corpus
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Fast text categorization based on a novel class space model
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Recognition of SAR occluded targets using SVM
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
Prediction-based regularization using data augmented regression
Statistics and Computing
Phase based 3d texture features
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Feature selection for automatic image annotation
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Face description for perceptual user interfaces
CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
Tokenising, stemming and stopword removal on anti-spam filtering domain
CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
Large-Margin thresholded ensembles for ordinal regression: theory and practice
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
Learning-Related complexity of linear ranking functions
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
An efficient algorithm for maximal margin clustering
Journal of Global Optimization
Nearest-neighbor classifier motivated marginal discriminant projections for face recognition
Frontiers of Computer Science in China
Hand gesture recognition with motion tracking on spatial-temporal filtering
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
A New Approach: Role of Data Mining in Prediction of Survival of Burn Patients
Journal of Medical Systems
A new SVM-based image watermarking using Gaussian-Hermite moments
Applied Soft Computing
A hybrid stock selection model using genetic algorithms and support vector regression
Applied Soft Computing
Assessment of software testing time using soft computing techniques
ACM SIGSOFT Software Engineering Notes
Combining pairwise coupling classifiers using individual logistic regressions
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Comparison of one-class SVM and two-class SVM for fold recognition
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Fast learning for statistical face detection
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Adaptive color space switching based approach for face tracking
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Forecasting the flow of data packets for website traffic analysis – ASVR-Tuned ANFIS/NGARCH approach
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
A machine learning framework using SOMs: applications in the intestinal motility assessment
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Feature extraction using clustering of protein
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Decoding of ternary error correcting output codes
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Support vector machine with external recurrences for modeling dynamic cerebral autoregulation
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
An approach to automatic target recognition in radar images using SVM
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Efficient name disambiguation for large-scale databases
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Identifying historical period and ethnic origin of documents using stylistic feature sets
DS'06 Proceedings of the 9th international conference on Discovery Science
Model-Based estimation of word saliency in text
DS'06 Proceedings of the 9th international conference on Discovery Science
A speedup method for SVM decision
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Model selection using a class of kernels with an invariant metric
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
A competitive approach to neural device modeling: support vector machines
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Semi-supervised learning for image retrieval using support vector machines
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Scaling the kernel function to improve performance of the support vector machine
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Online support vector machines with vectors sieving method
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Least squares support vector machine based on continuous wavelet kernel
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Multiple parameter selection for LS-SVM using smooth leave-one-out error
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Twi-Map support vector machine for multi-classification problems
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Designing nonlinear classifiers through minimizing VC dimension bound
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
A cascaded mixture SVM classifier for object detection
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Controlling chaotic systems via support vector machines without analytical model
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Support vector regression for software reliability growth modeling and prediction
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
UC'06 Proceedings of the 5th international conference on Unconventional Computation
On the use of hyperspheres in artificial immune systems as antibody recognition regions
ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
Constant rate approximate maximum margin algorithms
ECML'06 Proceedings of the 17th European conference on Machine Learning
Batch classification with applications in computer aided diagnosis
ECML'06 Proceedings of the 17th European conference on Machine Learning
An adaptive kernel method for semi-supervised clustering
ECML'06 Proceedings of the 17th European conference on Machine Learning
Classification with support hyperplanes
ECML'06 Proceedings of the 17th European conference on Machine Learning
Hypersphere support vector machines based on multiplicative updates
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Perceptual learning inspired model selection method of neural networks
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Robust LS-SVM regression using fuzzy c-means clustering
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Support vector regression based on unconstrained convex quadratic programming
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
A hybrid unscented kalman filter and support vector machine model in option price forecasting
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Face detection using kernel PCA and imbalanced SVM
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Linear program algorithm for estimating the generalization performance of SVM
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Classification of online discussions via content and participation
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
A fuzzy integral method of applying support vector machine for multi-class problem
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
The entire regularization path for the support vector domain description
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
An approach to the recognition of informational traffic signs based on 2-d homography and SVMs
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Automated recognition of cellular phenotypes by support vector machines with feature reduction
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Combining fuzzy cognitive maps with support vector machines for bladder tumor grading
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
A stereovision based advanced airbag system
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Gesture recognition through HITEG data glove to provide a new way of communication
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
Email classification with co-training
Proceedings of the 2011 Conference of the Center for Advanced Studies on Collaborative Research
Learning location naming from user check-in histories
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Performance comparison between backpropagation, neuro-fuzzy network, and SVM
CSR'06 Proceedings of the First international computer science conference on Theory and Applications
A new scaling kernel-based fuzzy system with low computational complexity
CSR'06 Proceedings of the First international computer science conference on Theory and Applications
Speech enhancement in short-wave channel based on empirical mode decomposition
CSR'06 Proceedings of the First international computer science conference on Theory and Applications
Nonlinear systems modeling and control using support vector machine technique
CSR'06 Proceedings of the First international computer science conference on Theory and Applications
Long term carefully learning for person detection application to intelligent surveillance system
Proceedings of the 9th International Conference on Advances in Mobile Computing and Multimedia
Neural network ensemble and support vector machine classifiers: an application to remote sensed data
WILF'03 Proceedings of the 5th international conference on Fuzzy Logic and Applications
A tree kernel-based method for protein-protein interaction mining from biomedical literature
KDLL'06 Proceedings of the 2006 international conference on Knowledge Discovery in Life Science Literature
Frequent subsequence-based protein localization
BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications
A multiclass classification method based on output design
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Parallel randomized support vector machine
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
ϵ-Tube based pattern selection for support vector machines
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Heterogeneous information integration in hierarchical text classification
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Privacy-Preserving SVM classification on vertically partitioned data
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
An intelligent system based on kernel methods for crop yield prediction
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Reconstruction of switching thresholds in piecewise-affine models of genetic regulatory networks
HSCC'06 Proceedings of the 9th international conference on Hybrid Systems: computation and control
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Data dimension reduction using rough sets for support vector classifier
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Credit risk evaluation with least square support vector machine
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
An enhanced support vector machine model for intrusion detection
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Swarm intelligent tuning of one-class v-SVM parameters
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
The generalization performance of learning machine with NA dependent sequence
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Automatic seizure detection based on support vector machines with genetic algorithms
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Improving baby caring with automatic infant cry recognition
ICCHP'06 Proceedings of the 10th international conference on Computers Helping People with Special Needs
An approach of nonlinear model multi-step-ahead predictive control based on SVM
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
Hybrid segmentation framework for tissue images containing gene expression data
MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Support vector clustering for brain activation detection
MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Automatic extraction of DNA profiles in polyacrilamide gel electrophoresis images
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
The use of bayesian framework for kernel selection in vector machines classifiers
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Genetic multivariate polynomials: an alternative tool to neural networks
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Arrhythmia classification using local hölder exponents and support vector machine
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Distribution based stemmer refinement
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Content-Based affective image classification and retrieval using support vector machines
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Real-Life emotion representation and detection in call centers data
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Spam detection using character n-grams
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
SCIDS: a soft computing intrusion detection system
IWDC'04 Proceedings of the 6th international conference on Distributed Computing
Improving generalization by data categorization
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Kernel correlation filter based redundant class-dependence feature analysis (KCFA) on FRGC2.0 data
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Robust automatic human identification using face, mouth, and acoustic information
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Forecasting tourism demand using a multifactor support vector machine model
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Input selection for support vector machines using genetic algorithms
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Multi-class SVMs based on SOM decoding algorithm and its application in pattern recognition
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Speech acts tagging system for korean using support vector machines
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
A new smooth support vector machine
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
A preliminary MML linear classifier using principal components for multiple classes
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Constructing multi-resolution support vector regression modelling
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
A randomized online learning algorithm for better variance control
COLT'06 Proceedings of the 19th annual conference on Learning Theory
Model trees for classification of hybrid data types
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Using support vector machine for modeling of pulsed GTAW process
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Bayesian radial basis function neural network
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Predictive vaccinology: optimisation of predictions using support vector machine classifiers
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
SVM based prediction of bacterial transcription start sites
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
SVM approach with a genetic algorithm for network intrusion detection
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
Image annotation for adaptive enhancement of uncalibrated color images
VISUAL'05 Proceedings of the 8th international conference on Visual Information and Information Systems
Voxel-wise gray scale invariants for simultaneous segmentation and classification
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Conservative visual learning for object detection with minimal hand labeling effort
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Comparison of multiclass SVM decomposition schemes for visual object recognition
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Natural scene classification and retrieval using ridgelet-based image signatures
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
An architecture of sensor fusion for spatial location of objects in mobile robotics
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
Acquiring bilingual named entity translations from content-aligned corpora
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Chinese chunk identification using SVMs plus sigmoid
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Systematic construction of hierarchical classifier in SVM-Based text categorization
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
The use of SVM for chinese new word identification
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
The feature selection and intrusion detection problems
ASIAN'04 Proceedings of the 9th Asian Computing Science conference on Advances in Computer Science: dedicated to Jean-Louis Lassez on the Occasion of His 5th Cycle Birthday
Online learning objectionable image filter based on SVM
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
Video story segmentation and its application to personal video recorders
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Visual cue cluster construction via information bottleneck principle and kernel density estimation
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Semantic event detection in structured video using hybrid HMM/SVM
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Image object recognition by SVMs and evidence theory
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Semi-supervised support vector learning for face recognition
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Study on text-dependent speaker recognition based on biomimetic pattern recognition
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Multi-view gender classification using local binary patterns and support vector machines
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Handwritten digit recognition using low rank approximation based competitive neural network
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
SVM based nonlinear self-tuning control
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
SVM based internal model control for nonlinear systems
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Fast online SVR algorithm based adaptive internal model control
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
A VSC method for MIMO systems based on SVM
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Identification and control of dynamic systems based on least squares wavelet vector machines
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Learning control for space robotic operation using support vector machines
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Blind multiuser detection based on kernel approximation
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
An erotic image recognition algorithm based on trunk model and SVM classification
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
A hybrid support vector machines and discrete wavelet transform model in futures price forecasting
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Recurrent self-organising maps and local support vector machine models for exchange rate prediction
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Prediction of protein-protein interface residues using sequence neighborhood and surface properties
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Modeling and optimization of high-technology manufacturing productivity
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
A fast cloud detection approach by integration of image segmentation and support vector machine
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Detection of tornados using an incremental revised support vector machine with filters
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III
A new method for crude oil price forecasting based on support vector machines
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
A new multi-criteria convex quadratic programming model for credit analysis
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
Multiclass credit cardholders’ behaviors classification methods
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
BioNLP Shared Task '11 Proceedings of the BioNLP Shared Task 2011 Workshop
A novel hybrid CNN-SVM classifier for recognizing handwritten digits
Pattern Recognition
Information Sciences: an International Journal
Computers and Operations Research
ChronoSeeker: search engine for future and past events
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Query by example for geographic entity search with implicit negative feedback
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Computers and Electronics in Agriculture
Signal Processing
On signal representations within the Bayes decision framework
Pattern Recognition
Engineering Applications of Artificial Intelligence
Expert Systems with Applications: An International Journal
A hybrid ensemble approach for enterprise credit risk assessment based on Support Vector Machine
Expert Systems with Applications: An International Journal
Belief rule-based methodology for mapping consumer preferences and setting product targets
Expert Systems with Applications: An International Journal
A sparse Gaussian process regression model for tourism demand forecasting in Hong Kong
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Bearing fault prognosis based on health state probability estimation
Expert Systems with Applications: An International Journal
Palmprint verification based on 2D - Gabor wavelet and pulse-coupled neural network
Knowledge-Based Systems
Computer Methods and Programs in Biomedicine
Predicting network throughput for grid applications on network virtualization areas
Proceedings of the first international workshop on Network-aware data management
Motion primitive-based human activity recognition using a bag-of-features approach
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
1-norm support vector machine for college drinking risk factor identification
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
A novel multi-class support vector machine based on fuzzy theories
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Modeling based on SOFM and the dynamic ε-SVM for fermentation process
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Least squares support vector machines based on support vector degrees
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
T-S fuzzy modeling based on support vector learning
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Head detection and tracking for the car occupant’s pose recognition
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Comparative study: HMM and SVM for automatic articulatory feature extraction
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Modeling ph neutralization process via support vector machines
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Acquiring an ontology from the text a legal case study
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Forecasting intermittent demand by fuzzy support vector machines
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Least squares support vector machines for bandwidth reservation in wireless IP networks
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Hyperspectral image analysis for precision viticulture
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
ANTS'06 Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence
Improving re-ranking of search results using collaborative filtering
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Anisotropic feature extraction from endoluminal images for detection of intestinal contractions
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Atlas guided identification of brain structures by combining 3d segmentation and SVM classification
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
MR image segmentation using phase information and a novel multiscale scheme
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
CISC'05 Proceedings of the First SKLOIS conference on Information Security and Cryptology
Mining stock market tendency using GA-Based support vector machines
WINE'05 Proceedings of the First international conference on Internet and Network Economics
A quantile-data mapping model for value-at-risk based on BP and support vector regression
WINE'05 Proceedings of the First international conference on Internet and Network Economics
An efficient SVM-Based method to detect malicious attacks for web servers
APWeb'06 Proceedings of the 2006 international conference on Advanced Web and Network Technologies, and Applications
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Boosted algorithms for visual object detection on graphics processing units
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Verb sense disambiguation using support vector machines: impact of wordnet-extracted features
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Improving kNN text categorization by removing outliers from training set
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
A parallel genetic algorithm for solving the inverse problem of support vector machines
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Short term load forecasting model based on support vector machine
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
A method to construct the mapping to the feature space for the dot product kernels
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
LS-SVM based on chaotic particle swarm optimization with simulated annealing
TAMC'06 Proceedings of the Third international conference on Theory and Applications of Models of Computation
Least squares support vector machine on gaussian wavelet kernel function set
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Building support vector machine alternative using algorithms of computational geometry
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
SVMV – a novel algorithm for the visualization of SVM classification results
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Support vector machines ensemble based on fuzzy integral for classification
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
An adaptive support vector machine learning algorithm for large classification problem
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Binary tree support vector machine based on kernel fisher discriminant for multi-classification
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Mutual conversion of regression and classification based on least squares support vector machines
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
A multiresolution wavelet kernel for support vector regression
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Multi-scale support vector machine for regression estimation
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Fuzzy support vector clustering
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
A boosting SVM chain learning for visual information retrieval
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
A new proximal support vector machine for semi-supervised classification
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Sparse gaussian processes using backward elimination
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Parsimonious feature extraction based on genetic algorithms and support vector machines
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Feature extraction of underground nuclear explosions based on NMF and KNMF
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Speech event detection using support vector machines
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
A novel nonlinear neural network ensemble model for financial time series forecasting
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
Affirmative cue words in task-oriented dialogue
Computational Linguistics
Mining direct marketing data by ensembles of weak learners and rough set methods
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
A method for feature selection on microarray data using support vector machine
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
TTLSC – transductive total least square model for classification and its application in medicine
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Effective feature preprocessing for time series forecasting
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Capturing contextual relationship for effective media search
Multimedia Tools and Applications
MaxMinOver regression: a simple incremental approach for support vector function approximation
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Intelligent pervasive middleware based on biometrics
UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
A SVM-based blur identification algorithm for image restoration and resolution enhancement
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Nonparametric fisher kernel using fuzzy clustering
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Combining monte carlo filters with support vector machines for option price forecasting
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
A semantic image category for structuring TV broadcast video streams
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Sketch case based spatial topological data retrieval
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
A computer-aided driving posture prediction system based on driver comfort
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
MMCS'08 Proceedings of the 7th international conference on Mathematical Methods for Curves and Surfaces
Automatic chinese text classification using n-gram model
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part III
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part IV
Application of wavelet transforms and bayes classifier to segmentation of ultrasound images
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
The contribution of external features to face recognition
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Automatic photo indexing based on person identity
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
ISAAC'05 Proceedings of the 16th international conference on Algorithms and Computation
Studying aesthetics in photographic images using a computational approach
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
A full-text framework for the image retrieval signal/semantic integration
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Effectiveness of document representation for classification
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Generalized locally nearest neighbor classifiers for object classification
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
An open source microarray data analysis system with GUI: quintet
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
SVR-based method forecasting intermittent demand for service parts inventories
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Rotational prior knowledge for SVMs
ECML'05 Proceedings of the 16th European conference on Machine Learning
Learning from positive and unlabeled examples with different data distributions
ECML'05 Proceedings of the 16th European conference on Machine Learning
The huller: a simple and efficient online SVM
ECML'05 Proceedings of the 16th European conference on Machine Learning
Efficient case based feature construction
ECML'05 Proceedings of the 16th European conference on Machine Learning
Analysis of generic perceptron-like large margin classifiers
ECML'05 Proceedings of the 16th European conference on Machine Learning
A study of detecting social interaction with sensors in a nursing home environment
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
An online algorithm for hierarchical phoneme classification
MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
Mixture of SVMs for face class modeling
MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
Automatic time expression labeling for english and chinese text
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Question classification in spanish and portuguese
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Continuous body and hand gesture recognition for natural human-computer interaction
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Affective Interaction in Natural Environments
A comparative study of rough sets for hybrid data
Information Sciences: an International Journal
The tangent kernel approach to illumination-robust texture classification
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Using an ensemble of classifiers to audit a production classifier
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
On finding differences between faces
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
A generic protocol for multibiometric systems evaluation on virtual and real subjects
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Recommender systems using support vector machines
ICWE'05 Proceedings of the 5th international conference on Web Engineering
Keyword extraction using support vector machine
WAIM '06 Proceedings of the 7th international conference on Advances in Web-Age Information Management
Feature selection for microarray data analysis using mutual information and rough set theory
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
Prediction of transmembrane proteins from their primary sequence by support vector machine approach
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
Classifying g-protein coupled receptors with hydropathy blocks and support vector machines
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
Statistical learning approaches with application to face detection
ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
3D face recognition using stereoscopic vision
ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
Multi-objective model selection for support vector machines
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Relevance feedback document retrieval using support vector machines
AM'03 Proceedings of the Second international conference on Active Mining
Classification of pharmacological activity of drugs using support vector machine
AM'03 Proceedings of the Second international conference on Active Mining
Ontology facilitated community navigation – who is interesting for what i am interested in?
CONTEXT'05 Proceedings of the 5th international conference on Modeling and Using Context
Interval regression analysis using support vector machine and quantile regression
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
A new smooth support vector regression based on ε-insensitive logistic loss function
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Study of on-line weighted least squares support vector machines
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A fast SMO training algorithm for support vector regression
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A simple quantile regression via support vector machine
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Support vector based prototype selection method for nearest neighbor rules
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
An information-geometrical approach to constructing kernel in support vector regression machines
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Model selection for regularized least-squares classification
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Least-Squares wavelet kernel method for regression estimation
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Mixtures of kernels for SVM modeling
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A novel parallel reduced support vector machine
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A modified SMO algorithm for SVM regression and its application in quality prediction of HP-LDPE
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Application of support vector machines in predicting employee turnover based on job performance
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A VSC scheme for linear MIMO systems based on SVM
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
SVM based nonparametric model identification and dynamic model control
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Learning SVM kernel with semi-definite programming
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Weighted on-line SVM regression algorithm and its application
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Filtered gaussian processes for learning with large data-sets
Switching and Learning in Feedback Systems
The convex subclass method: combinatorial classifier based on a family of convex sets
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Universal clustering with regularization in probabilistic space
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Support vector machine experiments for road recognition in high resolution images
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Partially supervised classification – based on weighted unlabeled samples support vector machine
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
A polynomial smooth support vector machine for classification
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
The infinite polynomial kernel for support vector machine
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Customer churn prediction using improved one-class support vector machine
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Using gap-insensitive string kernel to detect masquerading
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
An adaptive network intrusion detection method based on PCA and support vector machines
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
A PAC-Style model for learning from labeled and unlabeled data
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Generalization error bounds using unlabeled data
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Sensitive error correcting output codes
COLT'05 Proceedings of the 18th annual conference on Learning Theory
A new perspective on an old perceptron algorithm
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Learning convex combinations of continuously parameterized basic kernels
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Permutation tests for classification
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Graph matching – challenges and potential solutions
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Kernel spectral correspondence matching using label consistency constraints
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Incorporating geometry information with weak classifiers for improved generic visual categorization
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
A neural adaptive algorithm for feature selection and classification of high dimensionality data
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Dimension reduction vs. variable selection
PARA'04 Proceedings of the 7th international conference on Applied Parallel Computing: state of the Art in Scientific Computing
Reproducible statistical analysis in microarray profiling studies
PARA'04 Proceedings of the 7th international conference on Applied Parallel Computing: state of the Art in Scientific Computing
A hierarchical approach to mood classification in blogs
Natural Language Engineering
Edit distance based kernel functions for attributed graph matching
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Efficient learning of pseudo-boolean functions from limited training data
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Rule extraction from trained support vector machines
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Text classification for DAG-Structured categories
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
MEPIDS: multi-expression programming for intrusion detection system
IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
Information retrieval and classification with wavelets and support vector machines
IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
Vision based automatic occupant classification and pose recognition for smart airbag deployment
EUROCAST'05 Proceedings of the 10th international conference on Computer Aided Systems Theory
SVM based automatic user profile construction for personalized search
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Signature verification using wavelet transform and support vector machine
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Radar emitter signal recognition based on feature selection and support vector machines
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Methods of decreasing the number of support vectors via k-mean clustering
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
SVM regression and its application to image compression
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Orthogonal forward selection for constructing the radial basis function network with tunable nodes
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Soft sensor modeling based on DICA-SVR
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Support vector machine adaptive control of nonlinear systems
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
Regularized least-squares for parse ranking
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Computer Standards & Interfaces
Multi-dimensional color histograms for segmentation of wounds in images
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
A SVM regression based approach to filling in missing values
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Least squares littlewood-paley wavelet support vector machine
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Spiculated lesions and architectural distortions detection in digital breast tomosynthesis datasets
IWDM'10 Proceedings of the 10th international conference on Digital Mammography
Appropriate kernel functions for support vector machine learning with sequences of symbolic data
Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Topic tracking based on linguistic features
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Using a partially annotated corpus to build a dependency parser for japanese
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
PP-attachment disambiguation boosted by a gigantic volume of unambiguous examples
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Assigning polarity scores to reviews using machine learning techniques
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Improving Korean speech acts analysis by using shrinkage and discourse stack
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Gene selection through sensitivity analysis of support vector machines
CompLife'05 Proceedings of the First international conference on Computational Life Sciences
Parallel tuning of support vector machine learning parameters for large and unbalanced data sets
CompLife'05 Proceedings of the First international conference on Computational Life Sciences
On sample size and classification accuracy: a performance comparison
ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
Gene selection and classification of human lymphoma from microarray data
ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
Improving web browsing on small devices based on table classification
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Face samples re-lighting for detection based on the harmonic images
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
A new text detection algorithm in images/video frames
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Regularized classifiers for information retrieval
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
ACRI'06 Proceedings of the 7th international conference on Cellular Automata for Research and Industry
Enhanced centroid-based classification technique by filtering outliers
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
A study of the influence of pos tagging on WSD
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Cascaded grammatical relation-driven parsing using support vector machines
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Silence/Speech detection method based on set of decision graphs
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Improved machine learning models for predicting selective compounds
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Representative term based feature selection method for SVM based document classification
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Engineering Applications of Artificial Intelligence
Learning to predict ice accretion on electric power lines
Engineering Applications of Artificial Intelligence
Computational Biology and Chemistry
Optimization of complex SVM kernels using a hybrid algorithm based on wasp behaviour
LSSC'09 Proceedings of the 7th international conference on Large-Scale Scientific Computing
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
Leveraging sequence classification by taxonomy-based multitask learning
RECOMB'10 Proceedings of the 14th Annual international conference on Research in Computational Molecular Biology
Probability density estimation based on nonparametric local kernel regression
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
A support vector machine (SVM) classification approach to heart murmur detection
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Temporal gene expression profiles reconstruction by support vector regression and framelet kernel
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
MULP: a multi-layer perceptron application to long-term, out-of-sample time series prediction
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Protein fold recognition with combined SVM-RDA classifier
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Selective SVMs ensemble driven by immune clonal algorithm
EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
A multi-agent system for web-based risk management in small and medium business
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Weighted kernel Fisher discriminant analysis for integrating heterogeneous data
Computational Statistics & Data Analysis
User preferences based software defect detection algorithms selection using MCDM
Information Sciences: an International Journal
Information Sciences: an International Journal
The binary Multi-SVM voting system for protein subcellular localization prediction
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part III
SINAI at CLEF 2004: using machine translation resources with a mixed 2-step RSV merging algorithm
CLEF'04 Proceedings of the 5th conference on Cross-Language Evaluation Forum: multilingual Information Access for Text, Speech and Images
Question answering for spanish supported by lexical context annotation
CLEF'04 Proceedings of the 5th conference on Cross-Language Evaluation Forum: multilingual Information Access for Text, Speech and Images
Adaptive inverse control system based on least squares support vector machines
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Batch-to-Batch optimal control based on support vector regression model
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Fusions of GA and SVM for anomaly detection in intrusion detection system
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Multi-class probability SVM fusion using fuzzy integral for fault diagnosis
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Classification of nuclear receptor subfamilies with RBF kernel in support vector machine
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
A SVR-Based multiple modeling algorithm for antibiotic fermentation process using FCM
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Non-parametric statistical tests for informative gene selection
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
An information criterion for informative gene selection
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Multi-kernel growing support vector regressor
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Shape classification algorithm using support vector machines for traffic sign recognition
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Anatomical sketch understanding: recognizing explicit and implicit structure
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Morphometry of the hippocampus based on a deformable model and support vector machines
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Support vector inductive logic programming
DS'05 Proceedings of the 8th international conference on Discovery Science
Exploring predicate-argument relations for named entity recognition in the molecular biology domain
DS'05 Proceedings of the 8th international conference on Discovery Science
Applying authorship analysis to arabic web content
ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
Some marginal learning algorithms for unsupervised problems
ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
Entropy criterion for classifier-independent feature selection
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
Relaxation of hard classification targets for LSE minimization
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Increasing efficiency of SVM by adaptively penalizing outliers
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Kernel methods for nonlinear discriminative data analysis
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
A DIAMOND method for classifying biological data
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Relations between higher order TV regularization and support vector regression
Scale-Space'05 Proceedings of the 5th international conference on Scale Space and PDE Methods in Computer Vision
Arabic texts analysis for topic modeling evaluation
Information Retrieval
Optimal training subset in a support vector regression electric load forecasting model
Applied Soft Computing
Soft computing approach to fault diagnosis of centrifugal pump
Applied Soft Computing
Computers in Biology and Medicine
Adaptive sparse vector tracking via online bayesian learning
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Kernel modified quadratic discriminant function for facial expression recognition
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Discriminant transform based on scatter difference criterion in hidden space
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Towards an information-theoretic framework for analyzing intrusion detection systems
ESORICS'06 Proceedings of the 11th European conference on Research in Computer Security
Protein solvent accessibility prediction using support vector machines and sequence conservations
TAINN'05 Proceedings of the 14th Turkish conference on Artificial Intelligence and Neural Networks
A comparative performance study of feature selection methods for the anti-spam filtering domain
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Multi-objective parameters selection for SVM classification using NSGA-II
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Finding faces in gray scale images using locally linear embeddings
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Fuzzy SVM ensembles for relevance feedback in image retrieval
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Incremental training of support vector machines using truncated hypercones
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Fast training of linear programming support vector machines using decomposition techniques
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Multiple classifier systems for embedded string patterns
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Visual classification of images by learning geometric appearances through boosting
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Kernel fisher LPP for face recognition
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
A modified large margin classifier in hidden space for face recognition
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Support vector regression for surveillance purposes
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Confidence based active learning for whole object image segmentation
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Intelligent extraction versus advanced query: recognize transcription factors from databases
PRIB'06 Proceedings of the 2006 international conference on Pattern Recognition in Bioinformatics
A fast bit-parallel algorithm for gapped string kernels
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
The use of stability principle for kernel determination in relevance vector machines
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Adaptive kernel leaning networks with application to nonlinear system identification
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
A heuristic weight-setting algorithm for robust weighted least squares support vector regression
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Feature selection using SVM probabilistic outputs
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Speeding up SVM in test phase: application to radar HRRP ATR
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
A new dual ν-support vector machine
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Filtering e-mail based on fuzzy support vector machines and aggregation operator
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Walking pattern analysis of humanoid robot using support vector regression
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Use of support vector machines: synergism to intelligent humanoid robot walking down on a slope
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Classification of biological sequences with kernel methods
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
Melanoma recognition using representative and discriminative kernel classifiers
CVAMIA'06 Proceedings of the Second ECCV international conference on Computer Vision Approaches to Medical Image Analysis
ISMB/ECCB'09 Proceedings of the 2009 workshop of the BioLink Special Interest Group, international conference on Linking Literature, Information, and Knowledge for Biology
Transactions on Rough Sets IV
Semantic Processing of Legal Texts
Algorithms and Applications
On learning similarity relations in fuzzy case-based reasoning
Transactions on Rough Sets II
Data structure and operations for fuzzy multisets
Transactions on Rough Sets II
Multiview Metric Learning with Global Consistency and Local Smoothness
ACM Transactions on Intelligent Systems and Technology (TIST)
Large margin classifiers and Random Forests for integrated biological prediction
International Journal of Bioinformatics Research and Applications
Modelling and identification of MIMO non linear communication channel
ACMOS'09 Proceedings of the 11th WSEAS international conference on Automatic control, modelling and simulation
ACMOS'09 Proceedings of the 11th WSEAS international conference on Automatic control, modelling and simulation
Network traffic classification via HMM under the guidance of syntactic structure
Computer Networks: The International Journal of Computer and Telecommunications Networking
Segmental parameterisation and statistical modelling of e-mail headers for spam detection
Information Sciences: an International Journal
Information Sciences: an International Journal
Computers and Industrial Engineering
Expert Systems with Applications: An International Journal
Kernel ridge regression for out-of-sample mapping in supervised manifold learning
Expert Systems with Applications: An International Journal
Multivariate convex support vector regression with semidefinite programming
Knowledge-Based Systems
Selective voting in convex-hull ensembles improves classification accuracy
Artificial Intelligence in Medicine
Bayesian nonlinear regression for large p small n problems
Journal of Multivariate Analysis
Action recognition in broadcast tennis video using optical flow and support vector machine
ECCV'06 Proceedings of the 2006 international conference on Computer Vision in Human-Computer Interaction
Missing values estimation in microarray data with partial least squares regression
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part II
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
A hybrid method for speeding SVM training
NGITS'06 Proceedings of the 6th international conference on Next Generation Information Technologies and Systems
Fake iris detection based on multiple wavelet filters and hierarchical SVM
ICISC'06 Proceedings of the 9th international conference on Information Security and Cryptology
Detecting action items in multi-party meetings: annotation and initial experiments
MLMI'06 Proceedings of the Third international conference on Machine Learning for Multimodal Interaction
z-SVM: an SVM for improved classification of imbalanced data
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Improved support vector machine generalization using normalized input space
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Effective detector and kalman filter based robust face tracking system
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Effective face detection using a small quantity of training data
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Multi-modal query expansion based on local analysis for medical image retrieval
MCBR-CDS'09 Proceedings of the First MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Time-Frequency features extraction for infant directed speech discrimination
NOLISP'09 Proceedings of the 2009 international conference on Advances in Nonlinear Speech Processing
Phoneme recognition using sparse random projections and ensemble classifiers
NOLISP'09 Proceedings of the 2009 international conference on Advances in Nonlinear Speech Processing
PSI'09 Proceedings of the 7th international Andrei Ershov Memorial conference on Perspectives of Systems Informatics
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Combining multiple kernels by augmenting the kernel matrix
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Combining 2d and 3d features to classify protein mutants in hela cells
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
A sequential model for discourse segmentation
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
An empirical study on the feature's type effect on the automatic classification of arabic documents
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Entropy based discriminators for p2p teletraffic characterization
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Multi-sphere support vector clustering
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
A quasi-linear approach for microarray missing value imputation
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
A probabilistic model for discovering high level brain activities from fMRI
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Generalised support vector machine for brain-computer interface
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
A fast algorithm for relevance vector machine
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
A fast data preprocessing procedure for support vector regression
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Comparing support vector machines and feed-forward neural networks with similar parameters
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
A new model selection method for SVM
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Speed-Up LOO-CV with SVM classifier
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Automated learning of RVM for large scale text sets: divide to conquer
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Draw your own story: paper and pencil interactive storytelling
ICEC'11 Proceedings of the 10th international conference on Entertainment Computing
Automated detection of sand dunes on mars
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part II
Chaos optimization SVR algorithm with application in prediction of regional logistics demand
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
Some imputation algorithms for restoration of missing data
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
USAB'11 Proceedings of the 7th conference on Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society: information Quality in e-Health
Multiple face detection at different resolutions for perceptual user interfaces
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
An analysis of facial description in static images and video streams
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Recognition of facial gestures based on support vector machines
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Face authentication using one-class support vector machines
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
A TSVM-Based minutiae matching approach for fingerprint verification
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
A collaborative filtering based re-ranking strategy for search in digital libraries
ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences
A multiclass classification framework for document categorization
DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
Using relevance feedback to bridge the semantic gap
AMR'05 Proceedings of the Third international conference on Adaptive Multimedia Retrieval: user, context, and feedback
Context-Based image similarity queries
AMR'05 Proceedings of the Third international conference on Adaptive Multimedia Retrieval: user, context, and feedback
An application of support vector machine to companies' financial distress prediction
MDAI'06 Proceedings of the Third international conference on Modeling Decisions for Artificial Intelligence
Feature selection in SVM based on the hybrid of enhanced genetic algorithm and mutual information
MDAI'06 Proceedings of the Third international conference on Modeling Decisions for Artificial Intelligence
One-to-many neural network mapping techniques for face image synthesis
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Evolutionary kernel density regression
Expert Systems with Applications: An International Journal
Preprocessing unbalanced data using support vector machine
Decision Support Systems
Nearest-neighbor-based approach to time-series classification
Decision Support Systems
Environmental Modelling & Software
Index ordering by query-independent measures
Information Processing and Management: an International Journal
Privileged information for data clustering
Information Sciences: an International Journal
Classification of XSLT-Generated web documents with support vector machines
KDXD'06 Proceedings of the First international conference on Knowledge Discovery from XML Documents
Active and passive nearest neighbor algorithm: a newly-developed supervised classifier
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Fast single image super-resolution by self-trained filtering
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Benchmarking data mining methods in CAT
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Some questions of consensus building using co-association
AIKED'12 Proceedings of the 11th WSEAS international conference on Artificial Intelligence, Knowledge Engineering and Data Bases
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part II
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part II
Nonlinear time series modeling and prediction using local variable weights RBF network
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
A supervised approach for gene mention detection
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Rough sets for selection of functionally diverse genes from microarray data
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Cross-lingual text classification with model translation and document translation
Proceedings of the 50th Annual Southeast Regional Conference
Precipitation forecasting by using wavelet-support vector machine conjunction model
Engineering Applications of Artificial Intelligence
Foundations and Trends® in Machine Learning
Foundations and Trends® in Computer Graphics and Vision
Adaptive weighted fusion of local kernel classifiers for effective pattern classification
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Studies on the automatic recognition of modern chinese conjunction usages
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Modeling user search behavior for masquerade detection
RAID'11 Proceedings of the 14th international conference on Recent Advances in Intrusion Detection
MICCAI'10 Proceedings of the Second international conference on Virtual Colonoscopy and Abdominal Imaging: computational challenges and clinical opportunities
MICCAI'10 Proceedings of the Second international conference on Virtual Colonoscopy and Abdominal Imaging: computational challenges and clinical opportunities
Proceedings of the 7th international conference on Curves and Surfaces
FoCUS: learning to crawl web forums
Proceedings of the 21st international conference companion on World Wide Web
Mining microblogs to infer music artist similarity and cultural listening patterns
Proceedings of the 21st international conference companion on World Wide Web
Non-sparse multiple kernel fisher discriminant analysis
The Journal of Machine Learning Research
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Soft computing algorithms in price of Taiwan real estates
WSEAS TRANSACTIONS on SYSTEMS
Facial expression recognition based on local binary patterns and local fisher discriminant analysis
WSEAS Transactions on Signal Processing
AutoODC: Automated generation of Orthogonal Defect Classifications
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
Artificial Intelligence Review
Diagnosing Breast Masses in Digital Mammography Using Feature Selection and Ensemble Methods
Journal of Medical Systems
An Adaptive Scenario-Based Reasoning System Across Smart Houses
Wireless Personal Communications: An International Journal
CuteForce: deep deterministic HPSG parsing
IWPT '11 Proceedings of the 12th International Conference on Parsing Technologies
Computational Statistics & Data Analysis
Online independent reduced least squares support vector regression
Information Sciences: an International Journal
Classifying high-dimensional patterns using a fuzzy logic discriminant network
Advances in Fuzzy Systems - Special issue on Hybrid Biomedical Intelligent Systems
Pixel-based machine learning in medical imaging
Journal of Biomedical Imaging - Special issue on Machine Learning in Medical Imaging
Malware characteristics and threats on the internet ecosystem
Journal of Systems and Software
Support Vector Machines for crop/weeds identification in maize fields
Expert Systems with Applications: An International Journal
Machine learning approach for finding business partners and building reciprocal relationships
Expert Systems with Applications: An International Journal
Automatic polyp detection for wireless capsule endoscopy images
Expert Systems with Applications: An International Journal
EASE'08 Proceedings of the 12th international conference on Evaluation and Assessment in Software Engineering
Two New Prediction-Driven Approaches to Discrete Choice Prediction
ACM Transactions on Management Information Systems (TMIS)
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Preoperative prediction of malignancy of ovarian tumors using least squares support vector machines
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Brain tumor classification based on long echo proton MRS signals
Artificial Intelligence in Medicine
Data mining techniques for cancer detection using serum proteomic profiling
Artificial Intelligence in Medicine
Automatica (Journal of IFAC)
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Event annotation schemes and event recognition in spanish texts
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Empirical Analysis Of Speculative Attacks With Contractionary Real Effects
International Journal of Intelligent Systems in Accounting and Finance Management
Financial distress prediction using support vector machines: Ensemble vs. individual
Applied Soft Computing
A statistical-topological feature combination for recognition of handwritten numerals
Applied Soft Computing
A dynamic model selection strategy for support vector machine classifiers
Applied Soft Computing
Forecasting trends of high-frequency KOSPI200 index data using learning classifiers
Expert Systems with Applications: An International Journal
Editors Choice Article: I2VM: Incremental import vector machines
Image and Vision Computing
A weighted twin support vector regression
Knowledge-Based Systems
An unsupervised approach to feature discretization and selection
Pattern Recognition
Novel Fisher discriminant classifiers
Pattern Recognition
Inconsistency-based active learning for support vector machines
Pattern Recognition
Using genetic algorithms to improve prediction of execution times of ML tasks
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
An incremental hypersphere learning framework for protein membership prediction
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Research of neural network classifier based on FCM and PSO for breast cancer classification
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Neural network ensembles to determine growth multi-classes in predictive microbiology
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Real-Time on-line-learning support vector machine based on a fully-parallel analog VLSI processor
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
International Journal of Intelligent Systems in Accounting and Finance Management
Mathematical and Computer Modelling: An International Journal
System reliability forecasting by support vector machines with genetic algorithms
Mathematical and Computer Modelling: An International Journal
Application of integral operator for regularized least-square regression
Mathematical and Computer Modelling: An International Journal
A wireless internet interface for person with physical disability
Mathematical and Computer Modelling: An International Journal
Mathematical and Computer Modelling: An International Journal
Wrappers for web access logs feature selection
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Classification of users by using support vector machines
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
A novel classification method based on hypersurface
Mathematical and Computer Modelling: An International Journal
Gaussian mixture modelling to detect random walks in capital markets
Mathematical and Computer Modelling: An International Journal
Reliability prediction of webpages in the medical domain
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Evolutionary regression machines for precision agriculture
EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
Graph embedding based feature selection
Neurocomputing
Support vector regression based friction modeling and compensation in motion control system
Engineering Applications of Artificial Intelligence
Artificial neural networks applied to cancer detection in a breast screening programme
Mathematical and Computer Modelling: An International Journal
Learning SVM with weighted maximum margin criterion for classification of imbalanced data
Mathematical and Computer Modelling: An International Journal
Mathematical and Computer Modelling: An International Journal
Distance metric learning under covariate shift
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Ball ranking machines for content-based multimedia retrieval
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Entity linking with effective acronym expansion, instance selection and topic modeling
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Data envelopment analysis classification machine
Information Sciences: an International Journal
Dynamic control model of BOF steelmaking process based on ANFIS and robust relevance vector machine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An efficient CMAC neural network for stock index forecasting
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Experiments with SVM to classify opinions in different domains
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Financial ratio selection for business crisis prediction
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Cognitive Systems Research
Performance of classification models from a user perspective
Decision Support Systems
A two-stage feature selection method for text categorization
Computers & Mathematics with Applications
Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets
Information Sciences: an International Journal
Model selection in omnivariate decision trees using Structural Risk Minimization
Information Sciences: an International Journal
Pruning least objective contribution in KMSE
Neurocomputing
Learning low-rank Mercer kernels with fast-decaying spectrum
Neurocomputing
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Sequential minimal optimization in convex clustering repetitions
Statistical Analysis and Data Mining
Statistical Analysis and Data Mining
Evaluating sentiment in financial news articles
Decision Support Systems
Inverse matrix-free incremental proximal support vector machine
Decision Support Systems
Intelligent Web proxy caching approaches based on machine learning techniques
Decision Support Systems
Music genre classification using LBP textural features
Signal Processing
File classification using byte sub-stream kernels
Digital Investigation: The International Journal of Digital Forensics & Incident Response
Facilitative moderation for online participation in eRulemaking
Proceedings of the 13th Annual International Conference on Digital Government Research
Learning to adapt cross language information extraction wrapper
Applied Intelligence
Diagnosis of Several Diseases by Using Combined Kernels with Support Vector Machine
Journal of Medical Systems
A Three-Stage Expert System Based on Support Vector Machines for Thyroid Disease Diagnosis
Journal of Medical Systems
TND: A Thyroid Nodule Detection System for Analysis of Ultrasound Images and Videos
Journal of Medical Systems
Research of granular support vector machine
Artificial Intelligence Review
Asset portfolio optimization using support vector machines and real-coded genetic algorithm
Journal of Global Optimization
Word sense disambiguation for spam filtering
Electronic Commerce Research and Applications
Mining academic data to improve college student retention: an open source perspective
Proceedings of the 2nd International Conference on Learning Analytics and Knowledge
Multimodal semantics extraction from user-generated videos
Advances in Multimedia
Network intrusion detection system: a machine learning approach
Intelligent Decision Technologies
Link prediction in citation networks
Journal of the American Society for Information Science and Technology
Hybrid machine learning approach for object recognition: fusion of features and decisions
Machine Graphics & Vision International Journal
Suitability of V1 energy models for object classification
Neural Computation
Computer Methods and Programs in Biomedicine
Computers in Biology and Medicine
Numerical methods for A-optimal designs with a sparsity constraint for ill-posed inverse problems
Computational Optimization and Applications
Segmentation-based multi-class semantic object detection
Multimedia Tools and Applications
An adaptive hybrid surrogate model
Structural and Multidisciplinary Optimization
A simple methodology for soft cost-sensitive classification
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Guest Editorial: Special Issue on Structured Prediction and Inference
International Journal of Computer Vision
Metric classifier using multilevel network of templates
Pattern Recognition and Image Analysis
Pattern Recognition and Image Analysis
Optimization and Convergence of Observation Channels in Stochastic Control
SIAM Journal on Control and Optimization
Experimental Design for Biological Systems
SIAM Journal on Control and Optimization
Facial expression recognition for detecting human aggression
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Combining color and haar wavelet responses for aerial image classification
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Multiple instance learning for group record linkage
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Nyström approximate model selection for LSSVM
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Discriminative feature extraction for speech recognition using continuous output codes
Pattern Recognition Letters
Predicting seminal quality with artificial intelligence methods
Expert Systems with Applications: An International Journal
Support vector machine for multi-classification of mineral prospectivity areas
Computers & Geosciences
International Journal of Computational Science and Engineering
International Journal of Data Mining and Bioinformatics
Effective graph classification based on topological and label attributes
Statistical Analysis and Data Mining
Foundations and Trends in Information Retrieval
Kernels for Vector-Valued Functions: A Review
Foundations and Trends® in Machine Learning
Journal of Cognitive Neuroscience
Inhibition in multiclass classification
Neural Computation
A comparison of one-class bag-of-words user behavior modeling techniques for masquerade detection
Security and Communication Networks
Cross-document structural relationship identification using supervised machine learning
Applied Soft Computing
Support vector regression based on data shifting
Neurocomputing
Clustering and classifying informative attributes using rough set theory
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Active machine learning technique for named entity recognition
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
A general frame for building optimal multiple SVM kernels
LSSC'11 Proceedings of the 8th international conference on Large-Scale Scientific Computing
A few useful things to know about machine learning
Communications of the ACM
Short-term prediction of air pollution in macau using support vector machines
Journal of Control Science and Engineering - Special issue on Advanced Control in Micro-/Nanosystems
Expert Systems with Applications: An International Journal
Classifying Vietnamese disease outbreak reports with important sentences and rich features
Proceedings of the Third Symposium on Information and Communication Technology
Automatic categorisation of comments in social news websites
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Support vector machine for breast MR image classification
Computers & Mathematics with Applications
Analysis of a multi-category classifier
Discrete Applied Mathematics
Ontology negotiation in heterogeneous multi-agent systems: The ANEMONE system
Applied Ontology - Formal Ontologies for Communicating Agents
Descriptive image feature for object detection in medical images
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
ClassAMP: A Prediction Tool for Classification of Antimicrobial Peptides
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A general lp-norm support vector machine via mixed 0-1 programming
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Discriminant subspace learning based on support vectors machines
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Content independent metadata production as a machine learning problem
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Machine learning-based classification of encrypted internet traffic
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Users and noise: the magic barrier of recommender systems
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
Credit Rating Change Modeling Using News and Financial Ratios
ACM Transactions on Management Information Systems (TMIS)
Function Approximation and Quality Measures in Rough-Granular Systems
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
Survey: Weighted Extended Top-down Tree Transducers Part II—Application in Machine Translation
Fundamenta Informaticae - Non-Classical Models of Automata and Applications II
Extractive Support Vector Algorithm on Support Vector Machines for Image Restoration
Fundamenta Informaticae
Learning from socio-economic characteristics of IP geo-locations for cybercrime prediction
International Journal of Business Intelligence and Data Mining
Estimating medication status via resting-state functional connectivity in major depression
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Image processing and registration of opposed view 3d breast ultrasound
IWDM'12 Proceedings of the 11th international conference on Breast Imaging
A co-adaptive training paradigm for motor imagery based brain-computer interface
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
Sensitivity analysis with cross-validation for feature selection and manifold learning
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
Selective ensemble of support vector data descriptions for novelty detection
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
A rapid sparsification method for kernel machines in approximate policy iteration
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
An incremental approach to support vector machine learning
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
Heart sounds classification with a fuzzy neural network method with structure learning
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Protein-Protein interaction affinity prediction based on interface descriptors and machine learning
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Multi-Kernel based feature selection for regression
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Coded output support vector machine
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Semi-supervised Rough Cost/Benefit Decisions
Fundamenta Informaticae - Fundamentals of Knowledge Technology
Learning Rule Ensembles for Ordinal Classification with Monotonicity Constraints
Fundamenta Informaticae - Fundamentals of Knowledge Technology
Distributed parametric and nonparametric regression with on-line performance bounds computation
Automatica (Journal of IFAC)
Full length article: Support vector machines regression with l1-regularizer
Journal of Approximation Theory
Predicting warfarin dosage from clinical data: A supervised learning approach
Artificial Intelligence in Medicine
HIV-1 CRF01_AE coreceptor usage prediction using kernel methods based logistic model trees
Computers in Biology and Medicine
Fusion of supervised and unsupervised learning for improved classification of hyperspectral images
Information Sciences: an International Journal
A reduced support vector machine approach for interval regression analysis
Information Sciences: an International Journal
Multi-sensor data fusion using support vector machine for motor fault detection
Information Sciences: an International Journal
Fundamenta Informaticae - Swarm Intelligence
Robust re-identification using randomness and statistical learning: Quo vadis
Pattern Recognition Letters
Semi-supervised action recognition in video via Labeled Kernel Sparse Coding and sparse L1 graph
Pattern Recognition Letters
Real-time top-n recommendation in social streams
Proceedings of the sixth ACM conference on Recommender systems
Exploiting the web of data in model-based recommender systems
Proceedings of the sixth ACM conference on Recommender systems
Predicting human miRNA target genes using a novel evolutionary methodology
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Reduced universal background model for speech recognition and identification system
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
Memetic three-dimensional gabor feature extraction for hyperspectral imagery classification
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
RSGALS-SVM: random subspace method applied to a LS-SVM ensemble optimized by genetic algorithm
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Perceptron models for online structured prediction
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Ensemble methods for prediction of parkinson disease
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Efficient classification based methods for global sensitivity analysis
Computers and Structures
Robust twin support vector machine for pattern classification
Pattern Recognition
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Scenery Image Segmentation Using Support Vector Machines
Fundamenta Informaticae
International Journal of Artificial Intelligence and Soft Computing
Country risk forecasting for major oil exporting countries: A decomposition hybrid approach
Computers and Industrial Engineering
Robotics and Computer-Integrated Manufacturing
Mining millions of reviews: a technique to rank products based on importance of reviews
Proceedings of the 13th International Conference on Electronic Commerce
Distributed customer behavior prediction using multiplex data: A collaborative MK-SVM approach
Knowledge-Based Systems
Nonparametric bivariate copula estimation based on shape-restricted support vector regression
Knowledge-Based Systems
From Optimal Hyperplanes to Optimal Decision Trees
Fundamenta Informaticae
Revisiting the Memory of Evolution
Fundamenta Informaticae
Regression-based intensity estimation of facial action units
Image and Vision Computing
Predicting linear B-cell epitopes by using sequence-derived structural and physicochemical features
International Journal of Data Mining and Bioinformatics
When did that happen?: linking events and relations to timestamps
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Experimenting with distant supervision for emotion classification
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Face recognition by SVMs classification and manifold learning of 2D and 3D radial geodesic distances
EG 3DOR'08 Proceedings of the 1st Eurographics conference on 3D Object Retrieval
Grindstone4Spam: An optimization toolkit for boosting e-mail classification
Journal of Systems and Software
SVM based Manipuri POS tagging using SVM based identified reduplicated MWE (RMWE)
Proceedings of the CUBE International Information Technology Conference
Early detection of malicious behavior in JavaScript code
Proceedings of the 5th ACM workshop on Security and artificial intelligence
Statistical traffic classification by boosting support vector machines
Proceedings of the 7th Latin American Networking Conference
Touching from a distance: website fingerprinting attacks and defenses
Proceedings of the 2012 ACM conference on Computer and communications security
Complexity reduction of stochastic master equation simulation based on Kronecker product analysis
Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Predicting protective bacterial antigens using random forest classifiers
Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
A systematic approach to embedded biomedical decision making
Computer Methods and Programs in Biomedicine
An Expert Support System for Breast Cancer Diagnosis using Color Wavelet Features
Journal of Medical Systems
Journal of Signal Processing Systems
Nonlinearity in Forecasting of High-Frequency Stock Returns
Computational Economics
Upper-bound estimates for classifiers based on a dissimilarity function
Cybernetics and Systems Analysis
Split-voxel: a simple discontinuity-preserving voxel representation for volume rendering
VG'10 Proceedings of the 8th IEEE/EG international conference on Volume Graphics
A method for grinding removal control of a robot belt grinding system
Journal of Intelligent Manufacturing
Variability aware SVM macromodel based design centering of analog circuits
Analog Integrated Circuits and Signal Processing
Constructing and utilizing wordnets using statistical methods
Language Resources and Evaluation
UNITOR: combining semantic text similarity functions through SV regression
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Can machine learning algorithms improve phrase selection in hybrid machine translation?
EACL 2012 Proceedings of the Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra)
Collision risk assessment for autonomous robots by offline traversability learning
Robotics and Autonomous Systems
Computers and Electronics in Agriculture
Learning relevance from natural eye movements in pervasive interfaces
Proceedings of the 14th ACM international conference on Multimodal interaction
Nonlinear modelling and control for heart rate response to exercise
International Journal of Bioinformatics Research and Applications
A mathematical model of the cardiovascular system under graded exercise levels
International Journal of Bioinformatics Research and Applications
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Why question answering using sentiment analysis and word classes
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
SVM-based selection of colour space experts for face authentication
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Speaker and digit recognition by audio-visual lip biometrics
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Global features for shallow discourse parsing
SIGDIAL '12 Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue
PRHLT submission to the WMT12 quality estimation task
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Machine learning for hybrid machine translation
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
A survey of techniques for human detection in static images
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Support vector machine for prediction of DNA-binding domains in protein-DNA complexes
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Paraphrase substitution for recognizing textual entailment
CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
Use of adaptive still image descriptors for annotation of video frames
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Automated stroke classification in Tennis
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Proceedings of the 20th ACM international conference on Multimedia
Fuzzy structural analysis based on fundamental reliability concepts
Computers and Structures
Heterogeneous image transformation
Pattern Recognition Letters
Information Sciences: an International Journal
Color texture segmentation based on image pixel classification
Engineering Applications of Artificial Intelligence
International Journal of Innovative Computing and Applications
A generic model of multi-class support vector machine
International Journal of Intelligent Information and Database Systems
Failure prediction based on log files using Random Indexing and Support Vector Machines
Journal of Systems and Software
A twin-hypersphere support vector machine classifier and the fast learning algorithm
Information Sciences: an International Journal
Model-based recognition of human actions by trajectory matching in phase spaces
Image and Vision Computing
Labeling by landscaping: classifying tokens in context by pruning and decorating trees
Proceedings of the 21st ACM international conference on Information and knowledge management
Parallel proximal support vector machine for high-dimensional pattern classification
Proceedings of the 21st ACM international conference on Information and knowledge management
Relaxed constraints support vector machine
Expert Systems: The Journal of Knowledge Engineering
Margin maximization in spherical separation
Computational Optimization and Applications
Framework for stream learning algorithms
International Journal of Computational Intelligence Studies
Automatic detection of erythemato-squamous diseases using PSO-SVM based on association rules
Engineering Applications of Artificial Intelligence
Parsimonious Mahalanobis kernel for the classification of high dimensional data
Pattern Recognition
Assessing user-specific difficulty of documents
Information Processing and Management: an International Journal
Enhancing directed binary trees for multi-class classification
Information Sciences: an International Journal
Adaptive population tuning scheme for differential evolution
Information Sciences: an International Journal
Sample cutting method for imbalanced text sentiment classification based on BRC
Knowledge-Based Systems
An ensemble system for automatic sleep stage classification using single channel EEG signal
Computers in Biology and Medicine
Proceedings of the 2012 ACM Research in Applied Computation Symposium
On multiview-based meta-learning for automatic quality assessment of wiki articles
TPDL'12 Proceedings of the Second international conference on Theory and Practice of Digital Libraries
Deriving statistical significance maps for SVM based image classification and group comparisons
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
A selective weighted late fusion for visual concept recognition
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Twin support vector machine with Universum data
Neural Networks
Automatic assessment of expressive oral reading
Speech Communication
A machine-learning framework for hybrid machine translation
KI'12 Proceedings of the 35th Annual German conference on Advances in Artificial Intelligence
PAC-Learning with general class noise models
KI'12 Proceedings of the 35th Annual German conference on Advances in Artificial Intelligence
Comparative evaluation of regression methods for 3d-2d image registration
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Investigations of the compliance function in 3D reconstruction from 2D line drawings
International Journal of Computer Applications in Technology
Supervised patient similarity measure of heterogeneous patient records
ACM SIGKDD Explorations Newsletter
ICA3PP'12 Proceedings of the 12th international conference on Algorithms and Architectures for Parallel Processing - Volume Part II
On graph-associated matrices and their eigenvalues for optical character recognition
ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
Robustness of a CAD system on digitized mammograms
ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
Biometrics from gait using feature value method
AIMSA'12 Proceedings of the 15th international conference on Artificial Intelligence: methodology, systems, and applications
Information Sciences: an International Journal
Machine learning based analysis of gender differences in visual inspection decision making
Information Sciences: an International Journal
Support-vector modeling of electromechanical coupling for microwave filter tuning
International Journal of RF and Microwave Computer-Aided Engineering
Error-correcting output codes based ensemble feature extraction
Pattern Recognition
Expert Systems with Applications: An International Journal
Change detection based on a support vector data description that treats dependency
Pattern Recognition Letters
A robust blind color image watermarking in quaternion Fourier transform domain
Journal of Systems and Software
Fuzzy c-means improvement using relaxed constraints support vector machines
Applied Soft Computing
Computers and Industrial Engineering
Machine Learning
Personal and Ubiquitous Computing
Comparison of binary discrimination methods for high dimension low sample size data
Journal of Multivariate Analysis
Physiological signals based fatigue prediction model for motion sensing games
ACE'12 Proceedings of the 9th international conference on Advances in Computer Entertainment
An automated methodology for assessing the damage on byzantine icons
EuroMed'12 Proceedings of the 4th international conference on Progress in Cultural Heritage Preservation
On rough set based non metric model
MDAI'12 Proceedings of the 9th international conference on Modeling Decisions for Artificial Intelligence
Incremental face recognition: hybrid approach using short-term memory and long-term memory
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
Novelty detection using a new group outlier factor
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
A novel approach to protein structure prediction using PCA or LDA based extreme learning machines
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
Behavior analysis of long-term cyber attacks in the darknet
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Stability of dimensionality reduction methods applied on artificial hyperspectral images
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Quantification of the myocardial viability based on texture parameters of contrast ultrasound images
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
MCut: a thresholding strategy for multi-label classification
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Intelligent data analysis by a home-use human monitoring robot
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Entropic selection of histogram features for efficient classification
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Extended analyses for an optimal kernel in a class of kernels with an invariant metric
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Machine learning scoring functions based on random forest and support vector regression
PRIB'12 Proceedings of the 7th IAPR international conference on Pattern Recognition in Bioinformatics
A framework of gene subset selection using multiobjective evolutionary algorithm
PRIB'12 Proceedings of the 7th IAPR international conference on Pattern Recognition in Bioinformatics
On the optimization of multiclass support vector machines dedicated to speech recognition
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Improving support vector machine using a stochastic local search for classification in datamining
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Embedding relevance vector machine in fuzzy inference system for energy consumption forecasting
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Wavelet transform based consonant - vowel (CV) classification using support vector machines
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Multi-threaded support vector machines for pattern recognition
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Revising word lattice using support vector machine for Chinese word segmentation
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Spatial correlation modeling for probe test cost reduction in RF devices
Proceedings of the International Conference on Computer-Aided Design
Expert Systems with Applications: An International Journal
Parallel multitask cross validation for Support Vector Machine using GPU
Journal of Parallel and Distributed Computing
An alternative approach to avoid overfitting for surrogate models
Proceedings of the Winter Simulation Conference
Bangla date field extraction in offline handwritten documents
Proceeding of the workshop on Document Analysis and Recognition
Track based relevance feedback for tracing persons in surveillance videos
Computer Vision and Image Understanding
Integrating statistical and lexical information for recognizing textual entailments in text
Knowledge-Based Systems
Two online dam safety monitoring models based on the process of extracting environmental effect
Advances in Engineering Software
International Journal of Artificial Life Research
App recommendation: a contest between satisfaction and temptation
Proceedings of the sixth ACM international conference on Web search and data mining
Estimating content concreteness for finding comprehensible documents
Proceedings of the sixth ACM international conference on Web search and data mining
Applied Computational Intelligence and Soft Computing - Special issue on Applied Neural Intelligence to Modeling, Control, and Management of Human Systems and Environments
Prediction of sea surface temperature in the tropical Atlantic by support vector machines
Computational Statistics & Data Analysis
Expert Systems with Applications: An International Journal
Outlier detection for patient monitoring and alerting
Journal of Biomedical Informatics
CSS'12 Proceedings of the 4th international conference on Cyberspace Safety and Security
Adaptive SVM-Based classification systems based on the improved endocrine-based PSO algorithm
AMT'12 Proceedings of the 8th international conference on Active Media Technology
On text preprocessing for opinion mining outside of laboratory environments
AMT'12 Proceedings of the 8th international conference on Active Media Technology
IWAAL'12 Proceedings of the 4th international conference on Ambient Assisted Living and Home Care
Change point determination for a multivariate process using a two-stage hybrid scheme
Applied Soft Computing
Vector-valued reproducing kernel Banach spaces with applications to multi-task learning
Journal of Complexity
Gene expression classification using binary rule majority voting genetic programming classifier
International Journal of Advanced Intelligence Paradigms
Audio watermarking scheme robust against desynchronization attacks based on kernel clustering
Multimedia Tools and Applications
International Journal of Swarm Intelligence Research
Relevant and Non-Redundant Amino Acid Sequence Selection for Protein Functional Site Identification
International Journal of Software Science and Computational Intelligence
Engineering Applications of Artificial Intelligence
Fmeter: extracting indexable low-level system signatures by counting kernel function calls
Proceedings of the 13th International Middleware Conference
Design of a user-support system for vision information using a smart phone
Artificial Life and Robotics
Online learning with multiple kernels: A review
Neural Computation
A unified classification model based on robust optimization
Neural Computation
An efficient classification approach for large-scale mobile ubiquitous computing
Information Sciences: an International Journal
Rule extraction from support vector machines based on consistent region covering reduction
Knowledge-Based Systems
On-line fast palmprint identification based on adaptive lifting wavelet scheme
Knowledge-Based Systems
Expert Systems with Applications: An International Journal
Learning to predict from textual data
Journal of Artificial Intelligence Research
Machine learning the harness track: Crowdsourcing and varying race history
Decision Support Systems
Wireless Personal Communications: An International Journal
Goal distance estimation for automated planning using neural networks and support vector machines
Natural Computing: an international journal
Wavelet-based feature extraction for DNA microarray classification
Artificial Intelligence Review
QUEST: discovering insights from survey responses
AusDM '09 Proceedings of the Eighth Australasian Data Mining Conference - Volume 101
Kernel group method of data handling: application to regression problems
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Support vector machine for large databases as classifier
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Estimation of autocorrelation space for classification of bio-medical signals
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Face authentication using supervised learning techniques
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Comparison of GPU and FPGA implementation of SVM algorithm for fast image segmentation
ARCS'13 Proceedings of the 26th international conference on Architecture of Computing Systems
An explicit description of the extended gaussian kernel
PAKDD'12 Proceedings of the 2012 Pacific-Asia conference on Emerging Trends in Knowledge Discovery and Data Mining
Computer Vision and Image Understanding
Approximation and estimation bounds for free knot splines
Computers & Mathematics with Applications
Pulmonary crackle detection using time-frequency and time-scale analysis
Digital Signal Processing
A new set of features for a bimodal system based on on-line signature and speech
Digital Signal Processing
Generalized recurrent neural network for ε-insensitive support vector regression
Mathematics and Computers in Simulation
Identification of switched linear regression models using sum-of-norms regularization
Automatica (Journal of IFAC)
Data mining in design and test processes: basic principles and promises
Proceedings of the 2013 ACM international symposium on International symposium on physical design
Data & Knowledge Engineering
A practical use of regularization for supervised learning with kernel methods
Pattern Recognition Letters
On online high-dimensional spherical data clustering and feature selection
Engineering Applications of Artificial Intelligence
Proceedings of the 16th International Conference on Extending Database Technology
CloudSVM: training an SVM classifier in cloud computing systems
ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World
Efficient template attacks based on probabilistic multi-class support vector machines
CARDIS'12 Proceedings of the 11th international conference on Smart Card Research and Advanced Applications
Efficient Implementation of Nonparallel Hyperplanes Classifier
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Learning Using Privileged Information with L-1 Support Vector Machine
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Towards the Optimal Discriminant Subspace
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Dimensionality reduction-based spoken emotion recognition
Multimedia Tools and Applications
Advances in Data Analysis and Classification
Adaptive virtual support vector machine for reliability analysis of high-dimensional problems
Structural and Multidisciplinary Optimization
Exploiting label dependencies for improved sample complexity
Machine Learning
A new approach for manufacturing forecast problems with insufficient data: the case of TFT---LCDs
Journal of Intelligent Manufacturing
A new term ranking method based on relation extraction and graph model for text classification
ACSC '11 Proceedings of the Thirty-Fourth Australasian Computer Science Conference - Volume 113
Expert Systems with Applications: An International Journal
Spider specie identification and verification based on pattern recognition of it cobweb
Expert Systems with Applications: An International Journal
Object oriented image analysis based on multi-agent recognition system
Computers & Geosciences
Learning nonlinear hybrid systems: from sparse optimization to support vector regression
Proceedings of the 16th international conference on Hybrid systems: computation and control
Neural Networks
SVM-based feature selection to optimize sensitivity-specificity balance applied to weaning
Computers in Biology and Medicine
Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders
Computers in Biology and Medicine
A vector-valued support vector machine model for multiclass problem
Information Sciences: an International Journal
Regularized multiple-criteria linear programming via second order cone programming formulations
DM-IKM '12 Proceedings of the Data Mining and Intelligent Knowledge Management Workshop
Evolving artificial neural networks for nonlinear feature construction
Proceedings of the 15th annual conference on Genetic and evolutionary computation
An analysis of a spatial EA parallel boosting algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
A new probabilistic active sample selection algorithm for class imbalance problem
International Journal of Knowledge Engineering and Soft Data Paradigms
Fast instance selection for speeding up support vector machines
Knowledge-Based Systems
Managing the Quality vs. Efficiency Trade-off Using Dynamic Effort Scaling
ACM Transactions on Embedded Computing Systems (TECS) - Special Section on Probabilistic Embedded Computing
A local information-based feature-selection algorithm for data regression
Pattern Recognition
Multi-output least-squares support vector regression machines
Pattern Recognition Letters
Neurocomputing
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Estimating user interruptibility by measuring table-top pressure
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Information Sciences: an International Journal
Gesture unit segmentation using support vector machines: segmenting gestures from rest positions
Proceedings of the 28th Annual ACM Symposium on Applied Computing
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Generalized mutual subspace based methods for image set classification
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Joint kernel learning for supervised image segmentation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Knowledge leverage from contours to bounding boxes: a concise approach to annotation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Cross anisotropic cost volume filtering for segmentation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
An atlas for cardiac MRI regional wall motion and infarct scoring
STACOM'12 Proceedings of the third international conference on Statistical Atlases and Computational Models of the Heart: imaging and modelling challenges
An ensemble learning approach for prediction of phosphorylation sites
International Journal of Bioinformatics Research and Applications
Computers and Electronics in Agriculture
Neurocomputing
Information Sciences: an International Journal
Stacked ensemble coupled with feature selection for biomedical entity extraction
Knowledge-Based Systems
A supervised learning and group linking method for historical census household linkage
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Semantic hashing using tags and topic modeling
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Preference comparison of ai power tracing techniques for deregulated power markets
Advances in Artificial Intelligence
A new GLLD operator for mass detection in digital mammograms
Journal of Biomedical Imaging - Special issue on Advanced Signal Processing Methods for Biomedical Imaging
Handling discontinuous effects in modeling spatial correlation of wafer-level analog/RF tests
Proceedings of the Conference on Design, Automation and Test in Europe
An ensemble of SVM classifiers based on gene pairs
Computers in Biology and Medicine
A predictive deviance criterion for selecting a generative model in semi-supervised classification
Computational Statistics & Data Analysis
Hierarchical speech-act classification for discourse analysis
Pattern Recognition Letters
Framework for reliable, real-time facial expression recognition for low resolution images
Pattern Recognition Letters
Researcher homepage classification using unlabeled data
Proceedings of the 22nd international conference on World Wide Web
Learning to extract cross-session search tasks
Proceedings of the 22nd international conference on World Wide Web
Computers and Electronics in Agriculture
A fuzzy classifier approach to estimating software quality
Information Sciences: an International Journal
On-line Support Vector Regression of the transition model for the Kalman filter
Image and Vision Computing
Fixed budget quantized kernel least-mean-square algorithm
Signal Processing
The impact of semi-supervised clustering on text classification
Proceedings of the 17th Panhellenic Conference on Informatics
RNA Secondary Structure Prediction Using Soft Computing
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Online algorithm based on support vectors for orthogonal regression
Pattern Recognition Letters
Face recognition using Gabor-based direct linear discriminant analysis and support vector machine
Computers and Electrical Engineering
A robust digital watermarking algorithm in undecimated discrete wavelet transform domain
Computers and Electrical Engineering
Journal of Information Science
Protein structural class prediction using predicted secondary structure and hydropathy profile
Proceedings of the International C* Conference on Computer Science and Software Engineering
Comparison of methods for the selection of genomic biomarkers
International Journal of Data Mining and Bioinformatics
Electric load forecasting using support vector machines for robust regression
Proceedings of the Emerging M&S Applications in Industry & Academia / Modeling and Humanities Symposium
Efficient online learning for multitask feature selection
ACM Transactions on Knowledge Discovery from Data (TKDD)
Segmentation of connected handwritten digits using Self-Organizing Maps
Expert Systems with Applications: An International Journal
Structural twin parametric-margin support vector machine for binary classification
Knowledge-Based Systems
Functional analysis techniques to improve similarity matrices in discrimination problems
Journal of Multivariate Analysis
Multi-target regression with rule ensembles
The Journal of Machine Learning Research
Large-scale linear support vector regression
The Journal of Machine Learning Research
Twin least squares support vector regression
Neurocomputing
Classification approach based on non-negative least squares
Neurocomputing
Sparse high-dimensional fractional-norm support vector machine via DC programming
Computational Statistics & Data Analysis
PCA-ELM: A Robust and Pruned Extreme Learning Machine Approach Based on Principal Component Analysis
Neural Processing Letters
An automatic blocking strategy for XML duplicate detection
ACM SIGAPP Applied Computing Review
Cost-sensitive learning for large-scale hierarchical classification
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Eigenvalues perturbation of integral operator for kernel selection
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Recognizing Student Emotions using Brainwaves and Mouse Behavior Data
International Journal of Distance Education Technologies
Detection of target gases and optimal selection of SAW sensors for E-Nose applications
Proceedings of Conference on Advances In Robotics
Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Fuzzy regularized generalized eigenvalue classifier with a novel membership function
Information Sciences: an International Journal
ECG beat classification using a cost sensitive classifier
Computer Methods and Programs in Biomedicine
Company failure prediction in the construction industry
Expert Systems with Applications: An International Journal
Pattern Recognition and Image Analysis
A machine learning approach to college drinking prediction and risk factor identification
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Decision confidence-based multi-level support vector machines
Engineering Applications of Artificial Intelligence
Benchmarking parameter-free amalgam on functions with and without noise
Evolutionary Computation
Column Generation for the Minimum Hyperplanes Clustering Problem
INFORMS Journal on Computing
Turning nondeterminism into parallelism
Proceedings of the 2013 ACM SIGPLAN international conference on Object oriented programming systems languages & applications
Extracting semantic knowledge from Wikipedia category names
Proceedings of the 2013 workshop on Automated knowledge base construction
Batch Mode Active Sampling Based on Marginal Probability Distribution Matching
ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on ACM SIGKDD 2012
A systematic methodology for OS benchmark characterization
Proceedings of the 2013 Research in Adaptive and Convergent Systems
RAT selection for heterogeneous wireless networks using support vector machine
Proceedings of the 2013 Research in Adaptive and Convergent Systems
SVM-based Harris corner detection for breast mammogram image normal/abnormal classification
Proceedings of the 2013 Research in Adaptive and Convergent Systems
TV-based caring videophone system for the elderly in the smart home environment
Journal of Electrical and Computer Engineering - Special issue on Sustainable Energy and its Novel Technologies
A self-trained semisupervised SVM approach to the remote sensing land cover classification
Computers & Geosciences
Using robust dispersion estimation in support vector machines
Pattern Recognition
Regularized vector field learning with sparse approximation for mismatch removal
Pattern Recognition
Multi-class learning from class proportions
Neurocomputing
Reversing the effects of tokenisation attacks against content-based spam filters
International Journal of Security and Networks
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
An ensemble of computational intelligence models for software maintenance effort prediction
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Subtree selection in kernels for graph classification
International Journal of Data Mining and Bioinformatics
Support vector machine with customized kernel
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Aeroengine turbine exhaust gas temperature prediction using process support vector machines
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
A tensor factorization based least squares support tensor machine for classification
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Model identification of an unmanned helicopter using ELSSVM
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Fast image classification algorithms based on random weights networks
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
An information-theoretical approach to high-speed flow nature identification
IEEE/ACM Transactions on Networking (TON)
Efficient regression in metric spaces via approximate lipschitz extension
SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
Bias-Guided random walk for network-based data classification
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Enhancing protein fold prediction accuracy using evolutionary and structural features
PRIB'13 Proceedings of the 8th IAPR international conference on Pattern Recognition in Bioinformatics
PRIB'13 Proceedings of the 8th IAPR international conference on Pattern Recognition in Bioinformatics
A random set and rule-based regression model incorporating image labels
IUKM'13 Proceedings of the 2013 international conference on Integrated Uncertainty in Knowledge Modelling and Decision Making
Engineering Applications of Artificial Intelligence
Kernel minimum error entropy algorithm
Neurocomputing
Automated identification of normal and diabetes heart rate signals using nonlinear measures
Computers in Biology and Medicine
Computers in Biology and Medicine
Face verification using color sparse representation
IWDW'12 Proceedings of the 11th international conference on Digital Forensics and Watermaking
Wastewater treatment plant performance prediction with support vector machines
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
Personalized expert-based recommender system: training C-SVM for personalized expert identification
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Large scale visual classification with many classes
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
International Journal of Information Systems and Social Change
ACNB: Associative Classification Mining Based on Naïve Bayesian Method
International Journal of Information Technology and Web Engineering
International Journal of Open Source Software and Processes
International Journal of Intelligent Systems Technologies and Applications
Automatic classification of legumes using leaf vein image features
Pattern Recognition
The C-loss function for pattern classification
Pattern Recognition
Multiple rank multi-linear SVM for matrix data classification
Pattern Recognition
Detecting pedestrians on a Movement Feature Space
Pattern Recognition
Hierarchical multi-label classification using local neural networks
Journal of Computer and System Sciences
Learning person-specific models for facial expression and action unit recognition
Pattern Recognition Letters
Black box scheduling for resource intensive virtual machine workloads with interference models
Future Generation Computer Systems
Variance inflation in high dimensional Support Vector Machines
Pattern Recognition Letters
Applied Computational Intelligence and Soft Computing
Obtaining the threat model for e-mail phishing
Applied Soft Computing
Ant intelligence inspired blind data detection for ultra-wideband radar sensors
Information Sciences: an International Journal
Automatic classification of sleep stages based on the time-frequency image of EEG signals
Computer Methods and Programs in Biomedicine
Computer Methods and Programs in Biomedicine
Robust unsupervised feature selection
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Identifying useful human correction feedback from an on-line machine translation service
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Parametric local multimodal hashing for cross-view similarity search
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Efficient sparse least squares support vector machines for pattern classification
Computers & Mathematics with Applications
Local learning integrating global structure for large scale semi-supervised classification
Computers & Mathematics with Applications
Robust image retrieval with hidden classes
Computer Vision and Image Understanding
Control-flow integrity principles, implementations, and applications
ACM Transactions on Information and System Security (TISSEC)
A note on hyper ellipse method for classifying biological and medical data
Computers in Biology and Medicine
Neuro-SVM Anticipatory System for Online Monitoring of Radiation and Abrupt Change Detection
International Journal of Monitoring and Surveillance Technologies Research
Activity classification with empirical RF propagation modeling in body area networks
BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
An efficient prediction for heavy rain from big weather data using genetic algorithm
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
Artificial Intelligence Review
A Genetic Programming Approach for EUR/USD Exchange Rate Forecasting and Trading
Computational Economics
Perceptually optimized blind repair of natural images
Image Communication
Automatic text classification to support systematic reviews in medicine
Expert Systems with Applications: An International Journal
Asymmetric least squares support vector machine classifiers
Computational Statistics & Data Analysis
Computers and Industrial Engineering
Accurate prediction of AD patients using cortical thickness networks
Machine Vision and Applications
Breast cancer diagnosis from biopsy images with highly reliable random subspace classifier ensembles
Machine Vision and Applications
Expert Systems with Applications: An International Journal
Texture and color based image segmentation and pathology detection in capsule endoscopy videos
Computer Methods and Programs in Biomedicine
Computer Methods and Programs in Biomedicine
Supervised word sense disambiguation using semantic diffusion kernel
Engineering Applications of Artificial Intelligence
Multi-character cost-effective and high throughput architecture for content scanning
Microprocessors & Microsystems
Keyword spotting in unconstrained handwritten Chinese documents using contextual word model
Image and Vision Computing
Learning classification models from multiple experts
Journal of Biomedical Informatics
Stochastic Model Simulation Using Kronecker Product Analysis and Zassenhaus Formula Approximation
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Identification of DNA-Binding and Protein-Binding Proteins Using Enhanced Graph Wavelet Features
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Indirect immunofluorescence image classification using texture descriptors
Expert Systems with Applications: An International Journal
Novel feature selection methods to financial distress prediction
Expert Systems with Applications: An International Journal
Smart meter monitoring and data mining techniques for predicting refrigeration system performance
Expert Systems with Applications: An International Journal
A novel hybrid fusion algorithm to bridge the period of GPS outages using low-cost INS
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Generalization ability of fractional polynomial models
Neural Networks
1-norm support vector novelty detection and its sparseness
Neural Networks
A nested heuristic for parameter tuning in Support Vector Machines
Computers and Operations Research
Pattern classification and clustering: A review of partially supervised learning approaches
Pattern Recognition Letters
Unlabeled patterns to tighten Rademacher complexity error bounds for kernel classifiers
Pattern Recognition Letters
Robust support vector machine-trained fuzzy system
Neural Networks
Large-scale linear nonparallel support vector machine solver
Neural Networks
Domains of competence of the semi-naive Bayesian network classifiers
Information Sciences: an International Journal
Exploiting poly-lingual documents for improving text categorization effectiveness
Decision Support Systems
Sentiment classification: The contribution of ensemble learning
Decision Support Systems
Distribution-dependent sample complexity of large margin learning
The Journal of Machine Learning Research
A hybrid approach to Arabic named entity recognition
Journal of Information Science
Engineering Applications of Artificial Intelligence
Global and initiative safety mechanism in industrial control system
International Journal of Computational Science and Engineering
Machine learning-based classifiers ensemble for credit risk assessment
International Journal of Electronic Finance
Bilinear discriminative dictionary learning for face recognition
Pattern Recognition
On the feature extraction in discrete space
Pattern Recognition
Facial expression recognition based on anatomy
Computer Vision and Image Understanding
Automatic cervical cell segmentation and classification in Pap smears
Computer Methods and Programs in Biomedicine
Artificial Intelligence in Medicine
A boosted SVM based ensemble classifier for sentiment analysis of online reviews
ACM SIGAPP Applied Computing Review
Online gesture recognition from pose kernel learning and decision forests
Pattern Recognition Letters
Nonparallel hyperplane support vector machine for binary classification problems
Information Sciences: an International Journal
Neighbors' distribution property and sample reduction for support vector machines
Applied Soft Computing
Expert Systems with Applications: An International Journal
Tourism demand forecasting using novel hybrid system
Expert Systems with Applications: An International Journal
How to Improve Your Search Engine Ranking: Myths and Reality
ACM Transactions on the Web (TWEB)
Advanced Engineering Informatics
A nonparallel support vector machine for a classification problem with universum learning
Journal of Computational and Applied Mathematics
Local maximal margin discriminant embedding for face recognition
Journal of Visual Communication and Image Representation
Modeling and H∞ robust control of a smart structure with rate-dependent hysteresis nonlinearity
International Journal of Automation and Computing
Spectral graph features for the classification of graphs and graph sequences
Computational Statistics
Hybrid model of clustering and kernel autoassociator for reliable vehicle type classification
Machine Vision and Applications
Bug prediction using entropy-based measures
International Journal of Knowledge Engineering and Data Mining
A hybrid WA-CPSO-LSSVR model for dissolved oxygen content prediction in crab culture
Engineering Applications of Artificial Intelligence
A unified SVM framework for signal estimation
Digital Signal Processing
Accelerating FCM neural network classifier using graphics processing units with CUDA
Applied Intelligence
From machine learning to machine reasoning
Machine Learning
Soft Computing and Learning Techniques in the Modeling of Humanistic Systems
International Journal of Artificial Life Research
Classification of defects in steel strip surface based on multiclass support vector machine
Multimedia Tools and Applications
Analysis of Textual Data Based on Inductive Learning Techniques
International Journal of Information Retrieval Research
Computer Methods and Programs in Biomedicine
Evaluating and understanding text-based stock price prediction models
Information Processing and Management: an International Journal
Topological pattern discovery and feature extraction for fraudulent financial reporting
Expert Systems with Applications: An International Journal
Lung cancer survival prediction using ensemble data mining on SEER data
Scientific Programming - Biological Knowledge Discovery and Data Mining
Predicting Protein-Ligand Binding Site Using Support Vector Machine with Protein Properties
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Multi-task learning with one-class SVM
Neurocomputing
Approximation and Estimation Bounds for Subsets of Reproducing Kernel Kreĭn Spaces
Neural Processing Letters
A tour of machine learning: An AI perspective
AI Communications - ECAI 2012 Turing and Anniversary Track
Finite Newton method for implicit Lagrangian support vector regression
International Journal of Knowledge-based and Intelligent Engineering Systems
Smooth Newton method for implicit Lagrangian twin support vector regression
International Journal of Knowledge-based and Intelligent Engineering Systems
International Journal of Hybrid Intelligent Systems
Hybrid feature selection through feature clustering for microarray gene expression data
International Journal of Hybrid Intelligent Systems
Irrelevant attributes and imbalanced classes in multi-label text-categorization domains
Intelligent Data Analysis
Intelligent Data Analysis
Extending twin support vector machine classifier for multi-category classification problems
Intelligent Data Analysis
Smooth support vector learning for fuzzy rule-based classification systems
Intelligent Data Analysis
Theoretical aspects of mapping to multidimensional optimal regions as a multi-classifier
Intelligent Data Analysis
Regularization through fuzzy discrete SVM with applications to customer ranking
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - FUZZYSS'2011: 2nd International Fuzzy Systems Symposium
TS-fuzzy modeling based on ε-insensitive smooth support vector regression
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Fuzzy classifier based on fuzzy support vector machine
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Journal of Signal Processing Systems
Two-factor face authentication using matrix permutation transformation and a user password
Information Sciences: an International Journal
A novel class dependent feature selection method for cancer biomarker discovery
Computers in Biology and Medicine
Explaining data-driven document classifications
MIS Quarterly
Online detection of abnormal events in video streams
Journal of Electrical and Computer Engineering
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