What size net gives valid generalization?
Neural Computation
Handwritten digit recognition with a back-propagation network
Advances in neural information processing systems 2
Bumptrees for efficient function, constraint, and classification learning
NIPS-3 Proceedings of the 1990 conference on Advances in neural information processing systems 3
Neural networks and the bias/variance dilemma
Neural Computation
Estimation of Dependences Based on Empirical Data: Springer Series in Statistics (Springer Series in Statistics)
On the power of polynomial discriminators and radial basis function networks
COLT '93 Proceedings of the sixth annual conference on Computational learning theory
Lower bounds on the VC-dimension of smoothly parametrized function classes
COLT '94 Proceedings of the seventh annual conference on Computational learning theory
Additive versus exponentiated gradient updates for linear prediction
STOC '95 Proceedings of the twenty-seventh annual ACM symposium on Theory of computing
A framework for structural risk minimisation
COLT '96 Proceedings of the ninth annual conference on Computational learning theory
Parameter Estimation for Optimal Object Recognition: Theory andApplication
International Journal of Computer Vision
A PAC analysis of a Bayesian estimator
COLT '97 Proceedings of the tenth annual conference on Computational learning theory
Large margin classification using the perceptron algorithm
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
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
Covering numbers for support vector machines
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
Large Margin Classification Using the Perceptron Algorithm
Machine Learning - The Eleventh Annual Conference on computational Learning Theory
Improved bounds on the sample complexity of learning
SODA '00 Proceedings of the eleventh annual ACM-SIAM symposium on Discrete algorithms
Machine Learning
Upper Bounds for Error Rates of Linear Combinations of Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence
Relative Loss Bounds for Multidimensional Regression Problems
Machine Learning
Strategies for minimising errors in hierarchical web categorisation
Proceedings of the eleventh international conference on Information and knowledge management
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
Support Vector Machines and the Bayes Rule in Classification
Data Mining and Knowledge Discovery
DirectSVM: A Simple Support Vector Machine Perceptron
Journal of VLSI Signal Processing Systems
Support Vector Machines for Classification in Nonstandard Situations
Machine Learning
Linear Programming Boosting via Column Generation
Machine Learning
Editorial: Kernel Methods: Current Research and Future Directions
Machine Learning
The Relaxed Online Maximum Margin Algorithm
Machine Learning
Training Invariant Support Vector Machines
Machine Learning
Machine Learning
Journal of Intelligent Information Systems
Constructing Boosting Algorithms from SVMs: An Application to One-Class Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Intelligent Systems
A geometric approach to leveraging weak learners
Theoretical Computer Science
Support vector machines are universally consistent
Journal of Complexity
A Tale of Two Classifiers: SNoW vs. SVM in Visual Recognition
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Nonlinear Shape Statistics in Mumford-Shah Based Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
A Kernel Approach for Learning from almost Orthogonal Patterns
ECML '02 Proceedings of the 13th European Conference on Machine Learning
A Kernel Approach for Learning from Almost Orthogonal Patterns
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Support Vector Representation of Multi-categorical Data
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Pattern Selection for Support Vector Classifiers
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Adaptive Generalized Estimation Equation with Bayes Classifier for the Job Assignment Problem
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Entropy Numbers, Operators and Support Vector Kernels
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
A Geometric Approach to Leveraging Weak Learners
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
Fast Independent Component Analysis in Kernel Feature Spaces
SOFSEM '01 Proceedings of the 28th Conference on Current Trends in Theory and Practice of Informatics Piestany: Theory and Practice of Informatics
Kerneltron: Support Vector `Machine' in Silicon
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
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
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
Theoretical Views of Boosting and Applications
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory
A Face Verification Algorithm Integrating Geometrical and Template Features
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
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
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
Nonlinear Shape Statistics via Kernel Spaces
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
Category Based Customization Approach for Information Retrieval
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
Optimizing search engines using clickthrough data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Support vector machines for analog circuit performance representation
Proceedings of the 40th annual Design Automation Conference
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimization methods in massive data sets
Handbook of massive data sets
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
Learning with progressive transductive support vector machine
Pattern Recognition Letters
A short introduction to learning with kernels
Advanced lectures on machine learning
An introduction to boosting and leveraging
Advanced lectures on machine learning
Online learning of linear classifiers
Advanced lectures on machine learning
Computation in a single Neuron: Hodgkin and Huxley revisited
Neural Computation
Optimizing intelligent agent's constraint satisfaction with neural networks
Recent advances in intelligent paradigms and applications
Intelligent data analysis
Support vector fuzzy regression machines
Fuzzy Sets and Systems - Theme: Learning and modeling
Regularized principal manifolds
The Journal of Machine Learning Research
Sparse bayesian learning and the relevance vector machine
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Tracking the best linear predictor
The Journal of Machine Learning Research
Text classification using string kernels
The Journal of Machine Learning Research
Introduction to the special issue on kernel methods
The Journal of Machine Learning Research
Efficient svm training using low-rank kernel representations
The Journal of Machine Learning Research
On the algorithmic implementation of multiclass kernel-based vector machines
The Journal of Machine Learning Research
The Journal of Machine Learning Research
The Journal of Machine Learning Research
An introduction to variable and feature selection
The Journal of Machine Learning Research
Distributional word clusters vs. words for text categorization
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
Grafting: fast, incremental feature selection by gradient descent in function space
The Journal of Machine Learning Research
Variable selection using svm based criteria
The Journal of Machine Learning Research
Use of the zero norm with linear models and kernel methods
The Journal of Machine Learning Research
Categorizing web queries according to geographical locality
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Real time facial expression recognition in video using support vector machines
Proceedings of the 5th international conference on Multimodal interfaces
A survey of kernels for structured data
ACM SIGKDD Explorations Newsletter
Benchmarking Least Squares Support Vector Machine Classifiers
Machine Learning
Learning over sets using kernel principal angles
The Journal of Machine Learning Research
A Support Vector Machine with a Hybrid Kernel and Minimal Vapnik-Chervonenkis Dimension
IEEE Transactions on Knowledge and Data Engineering
Incremental learning with partial instance memory
Artificial Intelligence
Benchmarking a Reduced Multivariate Polynomial Pattern Classifier
IEEE Transactions on Pattern Analysis and Machine Intelligence
A neural network model with bounded-weights for pattern classification
Computers and Operations Research
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
Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces
The Journal of Machine Learning Research
In Defense of One-Vs-All Classification
The Journal of Machine Learning Research
A tutorial on support vector regression
Statistics and Computing
Cyclic pattern kernels for predictive graph mining
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Learning to detect malicious executables in the wild
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Distribution kernels based on moments of counts
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Probability Estimates for Multi-class Classification by Pairwise Coupling
The Journal of Machine Learning Research
Rational Kernels: Theory and Algorithms
The Journal of Machine Learning Research
Kernels and Distances for Structured Data
Machine Learning
A new efficient SVM-based edge detection method
Pattern Recognition Letters
Profile-Based String Kernels for Remote Homology Detection and Motif Extraction
CSB '04 Proceedings of the 2004 IEEE Computational Systems Bioinformatics Conference
Extended fuzzy regression models using regularization method
Information Sciences—Informatics and Computer Science: An International Journal
Training algorithms for fuzzy support vector machines with noisy data
Pattern Recognition Letters
Assessment of the effectiveness of support vector machines for hyperspectral data
Future Generation Computer Systems - Special issue: Geocomputation
Support Vector Machine Soft Margin Classifiers: Error Analysis
The Journal of Machine Learning Research
Fast Binary Feature Selection with Conditional Mutual Information
The Journal of Machine Learning Research
Diffusion Kernels on Statistical Manifolds
The Journal of Machine Learning Research
Using AUC and Accuracy in Evaluating Learning Algorithms
IEEE Transactions on Knowledge and Data Engineering
Fast SVM Training Algorithm with Decomposition on Very Large Data Sets
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Intelligent System Approach to Higher-Dimensional Classification of Volume Data
IEEE Transactions on Visualization and Computer Graphics
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
Moment Kernels for Regular Distributions
Machine Learning
Peptide Charge State Determination for Low-Resolution Tandem Mass Spectra
CSB '05 Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference
An efficient star acquisition method based on SVM with mixtures of kernels
Pattern Recognition Letters
A support vector method for multivariate performance measures
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
Training Support Vector Machines Using Gilbert's Algorithm
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
The Genetic Kernel Support Vector Machine: Description and Evaluation
Artificial Intelligence Review
Finite Memory Loading in Hairy Neurons
Natural Computing: an international journal
SVM Soft Margin Classifiers: Linear Programming versus Quadratic Programming
Neural Computation
Leave-One-Out Bounds for Support Vector Regression Model Selection
Neural Computation
A stacked, voted, stacked model for named entity recognition
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Estimating the Support of a High-Dimensional Distribution
Neural Computation
2005 Special Issue: An incremental regression method for graph structured data
Neural Networks - Special issue on neural networks and kernel methods for structured domains
Gaussian Processes for Classification: Mean-Field Algorithms
Neural Computation
Generalized Discriminant Analysis Using a Kernel Approach
Neural Computation
groupTime: preference based group scheduling
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Neural Computation
Theoretical Computer Science - Algorithmic learning theory(ALT 2002)
Efficient query routing for information retrieval in semantic overlays
Proceedings of the 2006 ACM symposium on Applied computing
ICML '06 Proceedings of the 23rd international conference on Machine learning
A New Text Categorization Technique Using Distributional Clustering and Learning Logic
IEEE Transactions on Knowledge and Data Engineering
Training a reciprocal-sigmoid classifier by feature scaling-space
Machine Learning
An improved method for the character recognition based on SVM
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
ACM Computing Surveys (CSUR)
Efficient top-k hyperplane query processing for multimedia information retrieval
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Detection and application of influence rankings in small group meetings
Proceedings of the 8th international conference on Multimodal interfaces
Adaptive non-linear clustering in data streams
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Frames, Reproducing Kernels, Regularization and Learning
The Journal of Machine Learning Research
Working Set Selection Using Second Order Information for Training Support Vector Machines
The Journal of Machine Learning Research
Handling biographical questions with implicature
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Bayes classification based on minimum bounding spheres
Neurocomputing
A penalized criterion for variable selection in classification
Journal of Multivariate Analysis
Ginisupport vector machines for segmental minimum Bayes risk decoding of continuous speech
Computer Speech and Language
Computational Statistics & Data Analysis
Creating a quality map of a slate deposit using support vector machines
Journal of Computational and Applied Mathematics
Stability of Unstable Learning Algorithms
Machine Learning
Prediction in Marketing Using the Support Vector Machine
Marketing Science
Bounds on Error Expectation for Support Vector Machines
Neural Computation
Training a Support Vector Machine in the Primal
Neural Computation
Consistency and Convergence Rates of One-Class SVMs and Related Algorithms
The Journal of Machine Learning Research
One-Class Novelty Detection for Seizure Analysis from Intracranial EEG
The Journal of Machine Learning Research
Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems
The Journal of Machine Learning Research
The Journal of Machine Learning Research
A Hierarchy of Support Vector Machines for Pattern Detection
The Journal of Machine Learning Research
An Efficient Implementation of an Active Set Method for SVMs
The Journal of Machine Learning Research
Learning to Detect and Classify Malicious Executables in the Wild
The Journal of Machine Learning Research
Noise Tolerant Variants of the Perceptron Algorithm
The Journal of Machine Learning Research
General Polynomial Time Decomposition Algorithms
The Journal of Machine Learning Research
Gini Support Vector Machine: Quadratic Entropy Based Robust Multi-Class Probability Regression
The Journal of Machine Learning Research
A novel fuzzy compensation multi-class support vector machine
Applied Intelligence
Boosting for transfer learning
Proceedings of the 24th international conference on Machine learning
Trust region Newton methods for large-scale logistic regression
Proceedings of the 24th international conference on Machine learning
Competitive baseline methods set new standards for the NIPS 2003 feature selection benchmark
Pattern Recognition Letters
Interactive dynamic response for games
Proceedings of the 2007 ACM SIGGRAPH symposium on Video games
Hybrid coevolutionary algorithms vs. SVM algorithms
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Estimation of fitness landscape contours in EAs
Proceedings of the 9th annual conference on Genetic and evolutionary computation
A semantic approach to contextual advertising
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Support vector machines with adaptive Lq penalty
Computational Statistics & Data Analysis
Co-clustering based classification for out-of-domain documents
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
On the complexity of working set selection
Theoretical Computer Science
Object recognition system-on-chip using the support vector machines
EURASIP Journal on Applied Signal Processing
Optimally regularised kernel Fisher discriminant classification
Neural Networks
Boosting strategy for classification
Intelligent Data Analysis
Dynamic support vector machines for non-stationary time series forecasting
Intelligent Data Analysis
Cybernetics and Systems Analysis
Biometric scores fusion based on total error rate minimization
Pattern Recognition
Segmentation of Three-dimensional Retinal Image Data
IEEE Transactions on Visualization and Computer Graphics
Language morphology offset: Text classification on a Croatian-English parallel corpus
Information Processing and Management: an International Journal
Proceedings of the 2007 ACM symposium on Virtual reality software and technology
Generalized Fourier Descriptors with Applications to Objects Recognition in SVM Context
Journal of Mathematical Imaging and Vision
Binary-image comparison with local-dissimilarity quantification
Pattern Recognition
Expert Systems with Applications: An International Journal
A Multi-criteria Convex Quadratic Programming model for credit data analysis
Decision Support Systems
Fusion of visual and infra-red face scores by weighted power series
Pattern Recognition Letters
A scalable multi-level feature extraction technique to detect malicious executables
Information Systems Frontiers
Sentiment classification with interpolated information diffusion kernels
Proceedings of the 1st international workshop on Data mining and audience intelligence for advertising
Incremental margin algorithm for large margin classifiers
Neurocomputing
Support vector machines based on K-means clustering for real-time business intelligence systems
International Journal of Business Intelligence and Data Mining
Kernel design for RNA classification using Support Vector Machines
International Journal of Data Mining and Bioinformatics
Granular Kernel Trees with parallel Genetic Algorithms for drug activity comparisons
International Journal of Data Mining and Bioinformatics
Machine learning with genetic multivariate polynomials
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Neural network aided breast cancer detection and diagnosis
NN'06 Proceedings of the 7th WSEAS International Conference on Neural Networks
Medical image classification by supervised machine learning
AIC'06 Proceedings of the 6th WSEAS International Conference on Applied Informatics and Communications
Can chinese web pages be classified with english data source?
Proceedings of the 17th international conference on World Wide Web
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Deterministic neural classification
Neural Computation
International Journal of Knowledge-based and Intelligent Engineering Systems
Evolutionary approach to combined multiple models tuning
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
Classification of functional data: A segmentation approach
Computational Statistics & Data Analysis
Image recognition via Bayesian likelihood analysis of wavelet coefficients
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
EURASIP Journal on Advances in Signal Processing
A dual coordinate descent method for large-scale linear SVM
Proceedings of the 25th international conference on Machine learning
Robust matching and recognition using context-dependent kernels
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
VC Theory of Large Margin Multi-Category Classifiers
The Journal of Machine Learning Research
Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts
The Journal of Machine Learning Research
Linear-Time Computation of Similarity Measures for Sequential Data
The Journal of Machine Learning Research
Optimization Techniques for Semi-Supervised Support Vector Machines
The Journal of Machine Learning Research
Trust Region Newton Method for Logistic Regression
The Journal of Machine Learning Research
COMBINING MULTIPLE CLASSIFIERS USING DEMPSTER'S RULE FOR TEXT CATEGORIZATION
Applied Artificial Intelligence
A sequential dual method for large scale multi-class linear svms
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Kernel methods for learning languages
Theoretical Computer Science
Springback adaptive-predictive control
ACMOS'08 Proceedings of the 10th WSEAS International Conference on Automatic Control, Modelling & Simulation
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
A Kernel Matching Pursuit Approach to Man-Made Objects Detection in Aerial Images
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
Active Learning with Support Vector Machines for Tornado Prediction
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: 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
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
Underdetermined Blind Source Separation Using SVM
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
Level Learning Set: A Novel Classifier Based on Active Contour Models
ECML '07 Proceedings of the 18th European conference on Machine Learning
Nearest Local Hyperplane Rules for Pattern 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
Using Generalization Error Bounds to Train the Set Covering Machine
Neural Information Processing
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
Resolving Hidden Representations
Neural Information Processing
WebAngels Filter: A Violent Web Filtering Engine Using Textual and Structural Content-Based Analysis
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
Classes of Kernels for Hit Definition in Compound Screening
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Speed Up SVM Algorithm for Massive Classification Tasks
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Iterative Reinforcement Cross-Domain Text Classification
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Using Support Vector Regression for Classification
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
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
Analysis of Surfaces Using Constrained Regression Models
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines
The Journal of Machine Learning Research
Aggregation of SVM Classifiers Using Sobolev Spaces
The Journal of Machine Learning Research
LIBLINEAR: A Library for Large Linear Classification
The Journal of Machine Learning Research
Nonlinear clustering-based support vector machine for large data sets
Optimization Methods & Software - Mathematical programming in data mining and machine learning
Ensemble of support vector machines for land cover classification
International Journal of Remote Sensing
Inductive transfer with context-sensitive neural networks
Machine Learning
Learning rates for regularized classifiers using multivariate polynomial kernels
Journal of Complexity
Word sense disambiguation: A survey
ACM Computing Surveys (CSUR)
Message estimation for universal steganalysis using multi-classification support vector machine
Computer Standards & Interfaces
Augmenting learning function to Bayesian network inferences with maximum likelihood parameters
Expert Systems with Applications: An International Journal
String Kernels Based on Variable-Length-Don't-Care Patterns
DS '08 Proceedings of the 11th International Conference on Discovery Science
Online adaptive learning system for reconfigurable machine tool
WSEAS Transactions on Systems and Control
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
On Mixtures of Linear SVMs for Nonlinear Classification
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
A New Variant of the Optimum-Path Forest Classifier
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
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
A Neuro-Genetic Framework for Pattern Recognition in Complex Systems
Fundamenta Informaticae - Membrane Computing
Multi-class Support Vector Machine Simplification
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Computer Methods and Programs in Biomedicine
Fuzzy classification systems based on fuzzy information gain measures
Expert Systems with Applications: An International Journal
Breast mass classification based on cytological patterns using RBFNN and SVM
Expert Systems with Applications: An International Journal
Uma abordagem efetiva e eficiente para deduplicação de metadados bibliográficos de objetos digitais
SBBD '08 Proceedings of the 23rd Brazilian symposium on Databases
A decision support system for detecting products missing from the shelf based on heuristic rules
Decision Support Systems
A model for a complex polynomial SVM kernel
SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization
Mapping parallelism to multi-cores: a machine learning based approach
Proceedings of the 14th ACM SIGPLAN symposium on Principles and practice of parallel programming
Support vector machines regression and modeling of greenhouse environment
Computers and Electronics in Agriculture
Learning-based pronoun resolution for Turkish with a comparative evaluation
Computer Speech and Language
Hybrid SVM-ANFIS for protein subcellular location prediction
International Journal of Computational Intelligence in Bioinformatics and Systems Biology
Proceedings of the International Conference on Advances in Computing, Communication and Control
Data preparation for sample-based face detection
International Journal of Computer Applications in Technology
Support Vectors Machine-based identification of heart valve diseases using heart sounds
Computer Methods and Programs in Biomedicine
Proceedings of the 2009 ACM SIGPLAN conference on Programming language design and implementation
Semi-structured document categorization with a semantic kernel
Pattern Recognition
GLM and SVM analyses of neural response to tonal and atonal stimuli: new techniques and a comparison
Connection Science - Music, Brain, Cognition
EigenTransfer: a unified framework for transfer learning
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Multiple indefinite kernel learning with mixed norm regularization
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Bagging and boosting algorithms for support vector machine classifiers
AIKED'09 Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Hybrid Adaptive Web Service Selection with SAWSDL-MX and WSDL-Analyzer
ESWC 2009 Heraklion Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications
Support Vector Machines for color adjustment in automotive basecoat
Proceedings of the 2006 conference on Artificial Intelligence Research and Development
Multilingual Question Classification based on surface text features
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
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
Efficient Learning from Massive Spatial-Temporal Data through Selective Support Vector Propagation
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Upper Facial Action Unit Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A memetic algorithm for gene selection and molecular classification of cancer
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Analyzing text in search of bio-molecular events: a high-precision machine learning framework
BioNLP '09 Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing: Shared Task
Thresholded Neural Networks for Sensitive Industrial Classification Tasks
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Brain Tumor Segmentation Using Support Vector Machines
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
A Machine Learning Approach to Mass Spectra Classification with Unsupervised Feature Selection
Computational Intelligence Methods for Bioinformatics and Biostatistics
International Journal of Remote Sensing
Model selection for the LS-SVM. Application to handwriting recognition
Pattern Recognition
Exploiting an antivirus interface
Computer Standards & Interfaces
Optimal feature selection for the assessment of vocal fold disorders
Computers in Biology and Medicine
Visual explanation of evidence in additive classifiers
IAAI'06 Proceedings of the 18th conference on Innovative applications of artificial intelligence - Volume 2
Detecting spam blogs: a machine learning approach
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Memeta: a framework for multi-relational analytics on the blogosphere
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Automating knowledge capture in the aerospace domain
Proceedings of the fifth international conference on Knowledge capture
A discrete mixture-based kernel for SVMs: Application to spam and image categorization
Information Processing and Management: an International Journal
A Learning Algorithm for the Optimum-Path Forest Classifier
GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition
SVM Based Decision Analysis and Its Granular-Based Solving
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part II
Data Mining of Agricultural Yield Data: A Comparison of Regression Models
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
Integrating Data Mining and Agent Based Modeling and Simulation
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
ODDboost: Incorporating Posterior Estimates into AdaBoost
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Classification of Protein Interaction Sentences via Gaussian Processes
PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
Scaling-Up and Speeding-Up Video Analytics Inside Database Engine
DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications
Decomposition Algorithms for Training Large-Scale Semiparametric Support Vector Machines
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Graph-Based Discrete Differential Geometry for Critical Instance Filtering
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Kernels for Periodic Time Series Arising in Astronomy
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Customer Churn Prediction for Broadband Internet Services
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Video Event Classification Using Bag of Words and String Kernels
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
On the Training Patterns Pruning for Optimum-Path Forest
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Red Eye Detection through Bag-of-Keypoints Classification
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Transferring naive bayes classifiers for text classification
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Multimodal people detection and tracking in crowded scenes
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
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
Is unlabeled data suitable for multiclass SVM-based web page classification?
SemiSupLearn '09 Proceedings of the NAACL HLT 2009 Workshop on Semi-Supervised Learning for Natural Language Processing
A brief introduction to boosting
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Efficient Bayesian task-level transfer learning
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Modeling wine preferences by data mining from physicochemical properties
Decision Support Systems
Malicious web content detection by machine learning
Expert Systems with Applications: An International Journal
Troika - An improved stacking schema for classification tasks
Information Sciences: an International Journal
SVM-based obstacles recognition for road vehicle applications
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
A novel method for automated EMG decomposition and MUAP classification
Artificial Intelligence in Medicine
Predicting O-glycosylation sites in mammalian proteins by using SVMs
Computational Biology and Chemistry
Speech recognition using augmented conditional random fields
IEEE Transactions on Audio, Speech, and Language Processing
Novel web page classification techniques in contextual advertising
Proceedings of the eleventh international workshop on Web information and data management
Three-dimensional facial surface modeling applied to recognition
Engineering Applications of Artificial Intelligence
On achieving good operating points on an ROC plane using stochastic anomaly score prediction
Proceedings of the 16th ACM conference on Computer and communications security
Automated assessment of breast tissue density in digital mammograms
Computer Vision and Image Understanding
Gait feature subset selection by mutual information
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special section: Best papers from the 2007 biometrics: Theory, applications, and systems (BTAS 07) conference
A study on gait-based gender classification
IEEE Transactions on Image Processing
A multiscale scheme for approximating the quantron's discriminating function
IEEE Transactions on Neural Networks
Learning Deep Architectures for AI
Foundations and Trends® in Machine Learning
Using a Simulated Annealing to Enhance Learning in Adjustment Processes
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
Kernel methods for minimally supervised wsd
Computational Linguistics
Using a Simulated Annealing to Enhance Learning in Adjustment Processes
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
Predicting defects with program dependencies
ESEM '09 Proceedings of the 2009 3rd International Symposium on Empirical Software Engineering and Measurement
Degree prediction of malignancy in brain glioma using support vector machines
Computers in Biology and Medicine
Computers in Biology and Medicine
Distributed genetic algorithm using automated adaptive migration
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Panacea: Automating Attack Classification for Anomaly-Based Network Intrusion Detection Systems
RAID '09 Proceedings of the 12th International Symposium on Recent Advances in Intrusion Detection
ECOC Random Fields for Lumen Segmentation in Radial Artery IVUS Sequences
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
Using Data Mining for Wine Quality Assessment
DS '09 Proceedings of the 12th International Conference on Discovery Science
A Reformulation of Support Vector Machines for General Confidence Functions
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Averaged Naive Bayes Trees: A New Extension of AODE
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Combining Functional Data Projections for Time Series Classification
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
String Kernel Based SVM for Internet Security Implementation
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Expert Systems with Applications: An International Journal
Kernel based support vector machine via semidefinite programming: Application to medical diagnosis
Computers and Operations Research
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
Towards automated assessment of engineering assignments
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
One-against-all-based multiclass SVM strategies applied to vehicle plate character recognition
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
On speeding up computation in information theoretic learning
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
On support vector regression machines with linguistic interpretation of the kernel matrix
Fuzzy Sets and Systems
On-line independent support vector machines
Pattern Recognition
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
Association rule mining-based dissolved gas analysis for fault diagnosis of power transformers
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
IEEE Transactions on Intelligent Transportation Systems
FPMR: MapReduce framework on FPGA
Proceedings of the 18th annual ACM/SIGDA international symposium on Field programmable gate arrays
Exploiting multi-level parallelism for low-latency activity recognition in streaming video
MMSys '10 Proceedings of the first annual ACM SIGMM conference on Multimedia systems
A GA-SVM feature selection model based on high performance computing techniques
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
Designing Model Based Classifiers by Emphasizing Soft Targets
Fundamenta Informaticae - Advances in Artificial Intelligence and Applications
COG: local decomposition for rare class analysis
Data Mining and Knowledge Discovery
Learning to rank for content-based image retrieval
Proceedings of the international conference on Multimedia information retrieval
Computerized Lung Nodule Detection Using 3D Feature Extraction and Learning Based Algorithms
Journal of Medical Systems
Music emotion classification and context-based music recommendation
Multimedia Tools and Applications
Kernel matching pursuit for large datasets
Pattern Recognition
OPTIMOL: Automatic Online Picture Collection via Incremental Model Learning
International Journal of Computer Vision
Representing functional data using support vector machines
Pattern Recognition Letters
Review: Using support vector machines in diagnoses of urological dysfunctions
Expert Systems with Applications: An International Journal
Journal of Biomedical Informatics
A hybrid optimization strategy for simplifying the solutions of support vector machines
Pattern Recognition Letters
A performance driven methodology for cancelable face templates generation
Pattern Recognition
Predicting the potential habitat of oaks with data mining models and the R system
Environmental Modelling & Software
Spoken emotion recognition through optimum-path forest classification using glottal features
Computer Speech and Language
Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination
The Journal of Machine Learning Research
Robustness and Regularization of Support Vector Machines
The Journal of Machine Learning Research
When Is There a Representer Theorem? Vector Versus Matrix Regularizers
The Journal of Machine Learning Research
Model Selection: Beyond the Bayesian/Frequentist Divide
The Journal of Machine Learning Research
Sparse Kernel PCA by Kernel K-means and preimage reconstruction algorithms
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
KDECB'06 Proceedings of the 1st international conference on Knowledge discovery and emergent complexity in bioinformatics
Multiple classifier systems in remote sensing: from basics to recent developments
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
One-versus-one and one-versus-all multiclass SVM-RFE for gene selection in cancer classification
EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
A genetic embedded approach for gene selection and classification of microarray data
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
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
Feature based techniques for auto-detection of novel email worms
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
SVMs for automatic speech recognition: a survey
Progress in nonlinear speech processing
Advantages of using feature selection techniques on steganalysis schemes
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Gaps in support vector optimization
COLT'07 Proceedings of the 20th annual conference on Learning theory
Learning languages with rational kernels
COLT'07 Proceedings of the 20th annual conference on Learning theory
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
Detecting individual activities from video in a smart home
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
A support vector machine approach to dutch part-of-speech tagging
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
Scaling up support vector machines using nearest neighbor condensation
IEEE Transactions on Neural Networks
A neural support vector machine
Neural Networks
An improved NN-SVM based on K congener nearest neighbors classification algorithm
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
Evolutionary feature and parameter selection in support vector regression
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
High efficiency on prediction of translation initiation site (TIS) of RefSeq sequences
BSB'07 Proceedings of the 2nd Brazilian conference on Advances in bioinformatics and computational biology
Rotation-invariant texture recognition
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Adaptive email spam filtering based on information theory
WISE'07 Proceedings of the 8th international conference on Web information systems engineering
MP-polynomial kernel for training support vector machines
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
A new development on ANN in China: biomimetic pattern recognition and multi weight vector neurons
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing
Image segmentation using histogram fitting and spatial information
MDA'06/07 Proceedings of the 2007 international conference on Advances in mass data analysis of signals and images in medicine biotechnology and chemistry
Blurred image detection and classification
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
A learning method for the class imbalance problem with medical data sets
Computers in Biology and Medicine
A discrete approach for supervised pattern recognition
IWCIA'08 Proceedings of the 12th international conference on Combinatorial image analysis
Using ILP to construct features for information extraction from semi-structured text
ILP'07 Proceedings of the 17th international conference on Inductive logic programming
A study of crossover operators for gene selection of microarray data
EA'07 Proceedings of the Evolution artificielle, 8th international conference on Artificial evolution
L2 regularization for learning kernels
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
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
Knowledge transferring via implicit link analysis
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Design and analysis of the KDD cup 2009: fast scoring on a large orange customer database
ACM SIGKDD Explorations Newsletter
Expert Systems with Applications: An International Journal
Gabor features for offline Arabic handwriting recognition
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Contribution of airborne full-waveform lidar and image data for urban scene classification
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
Object Recognition in 3D Point Clouds Using Web Data and Domain Adaptation
International Journal of Robotics Research
FSVM-CIL: fuzzy support vector machines for class imbalance learning
IEEE Transactions on Fuzzy Systems - Special section on computing with words
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Low-power sub-threshold design of secure physical unclonable functions
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
On the Use of Machine Learning to Predict the Time and Resources Consumed by Applications
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
A Framework for Large-Scale Detection of Web Site Defacements
ACM Transactions on Internet Technology (TOIT)
Multi-class support vector machine classifier in EMG diagnosis
WSEAS Transactions on Signal Processing
Fine-grained genre classification using structural learning algorithms
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Training and Testing Low-degree Polynomial Data Mappings via Linear SVM
The Journal of Machine Learning Research
Expert Systems with Applications: An International Journal
Computers and Electronics in Agriculture
Large-margin classification in infinite neural networks
Neural Computation
Detecting semantic category in simultaneous EEG/MEG recordings
CN '10 Proceedings of the NAACL HLT 2010 First Workshop on Computational Neurolinguistics
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
A kernel-based parametric method for conditional density estimation
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
A cognitive approach for effective coding and transmission of 3D video
Proceedings of the international conference on Multimedia
Data mining in precision agriculture: management of spatial information
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Regression models for spatial data: an example from precision agriculture
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Classification of poses and movement phases
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I
On feature combination for music classification
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
Using support vector machines for generating synthetic datasets
PSD'10 Proceedings of the 2010 international conference on Privacy in statistical databases
Support vector machines-kernel algorithms for the estimation of the water supply in Cyprus
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
The computational model to predict accurately inhibitory activity for inhibitors towardsCYP3A4
Computers in Biology and Medicine
Feasibility structure modeling: an effective chaperone for constrained memetic algorithms
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
Spectrum evaluation on multispectral images by machine learning techniques
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part II
Detection of tumor tissue based on the multispectral imaging
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part II
Real time traffic sign detection using color and shape-based features
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Engineering Applications of Artificial Intelligence
Pattern classification driven enhancements for human-in-the-loop decision support systems
Decision Support Systems
A General Framework for Analyzing Data from Two Short Time-Series Microarray Experiments
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Original paper: Stereo vision with texture learning for fault-tolerant automatic baling
Computers and Electronics in Agriculture
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
A self-supervised approach for extraction of attribute-value pairs from wikipedia articles
SPIRE'10 Proceedings of the 17th international conference on String processing and information retrieval
Realistic subsurface anomaly discrimination using electromagnetic induction and an SVM classifier
EURASIP Journal on Advances in Signal Processing - Special issue on advances in signal processing for maritime applications
On Learning and Cross-Validation with Decomposed Nyström Approximation of Kernel Matrix
Neural Processing Letters
Condensed vector machines: learning fast machine for large data
IEEE Transactions on Neural Networks
Pattern Recognition Letters
Protein interaction detection in sentences via Gaussian Processes: a preliminary evaluation
International Journal of Data Mining and Bioinformatics
Shallow information extraction from medical forum data
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
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
Multiclass mineral recognition using similarity features and ensembles of pair-wise classifiers
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
A machine learning approach to classify sleep stages of rats
SSIP '09/MIV'09 Proceedings of the 9th WSEAS international conference on signal, speech and image processing, and 9th WSEAS international conference on Multimedia, internet & video technologies
Differential learning leads to efficient neural network classifiers
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: plenary, special, audio, underwater acoustics, VLSI, neural networks - Volume I
High dimensional image categorization
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Planted (l,d) motif finding with allowable mismatches using kernel based approach
Proceedings of the 2011 International Conference on Communication, Computing & Security
SVM based feature selection: why are we using the dual?
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
Improving the accuracy of the optimum-path forest supervised classifier for large datasets
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
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
Expert Systems with Applications: An International Journal
Bayesian kernel projections for classification of high dimensional data
Statistics and Computing
Maximal Discrepancy for Support Vector Machines
Neurocomputing
Neurocomputing
Context-based support vector machines for interconnected image annotation
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
International Journal of Information and Communication Technology
An Iterative Method for Deciding SVM and Single Layer Neural Network Structures
Neural Processing Letters
Determining malicious executable distinguishing attributes and low-complexity detection
Journal in Computer Virology
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
Finding pre-images via evolution strategies
Applied Soft Computing
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
Syntactic tree kernels for event-time temporal relation learning
LTC'09 Proceedings of the 4th conference on Human language technology: challenges for computer science and linguistics
Subkilometer crater discovery with boosting and transfer learning
ACM Transactions on Intelligent Systems and Technology (TIST)
Using syntactic-based kernels for classifying temporal relations
Journal of Computer Science and Technology - Special issue on natural language processing
Image retrieval systems based on compact shape descriptor and relevance feedback information
Journal of Visual Communication and Image Representation
Help-Training for semi-supervised support vector machines
Pattern Recognition
Anomaly detection techniques for a web defacement monitoring service
Expert Systems with Applications: An International Journal
Sequence classification via large margin hidden Markov models
Data Mining and Knowledge Discovery
Learning readers' news preferences with support vector machines
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Recovering semantics of tables on the web
Proceedings of the VLDB Endowment
Developing Position Structure-Based Framework for Chinese Entity Relation Extraction
ACM Transactions on Asian Language Information Processing (TALIP)
Building a qualitative recruitment system via SVM with MCDM approach
Applied Intelligence
Selecting optimal training data for learning to rank
Information Processing and Management: an International Journal
An unsupervised heuristic-based approach for bibliographic metadata deduplication
Information Processing and Management: an International Journal
Cloud-based malware detection for evolving data streams
ACM Transactions on Management Information Systems (TMIS)
High-precision phrase-based document classification on a modern scale
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
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
An automated prompting system for smart environments
ICOST'11 Proceedings of the 9th international conference on Toward useful services for elderly and people with disabilities: smart homes and health telematics
Proceedings of the 15th WSEAS international conference on Systems
New object detection features in the OpenCV library
Pattern Recognition and Image Analysis
Gradient descent decomposition for multi-objective learning
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
A cognitive approach for effective coding and transmission of 3D video
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
Customer churn prediction in telecommunications
Expert Systems with Applications: An International Journal
Introducing the separability matrix for error correcting output codes coding
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
A general system for automatic biomedical image segmentation using intensity neighborhoods
Journal of Biomedical Imaging
SVM based MLP neural network algorithm and application in intrusion detection
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Supervised segmentation of fiber tracts
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
Recognition of Arabic (Indian) bank check digits using log-gabor filters
Applied Intelligence
Expert Systems with Applications: An International Journal
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
MSSVM: A Modular Solver for Support Vector Machines
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Call center stress recognition with person-specific models
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Towards an automatic music arrangement framework using score reduction
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Bilinear deep learning for image classification
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Sparse and stable gene selection with consensus SVM-RFE
Pattern Recognition Letters
Using OVA modeling to improve classification performance for large datasets
Expert Systems with Applications: An International Journal
Recurrent kernel machines: Computing with infinite echo state networks
Neural Computation
Large Margin Hierarchical Classification with Mutually Exclusive Class Membership
The Journal of Machine Learning Research
Head-and-Shoulder detection in varying pose
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Taxonomy of classifiers based on dissimilarity features
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Fuzzy pairwise multiclass support vector machines
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Learning linearly separable languages
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
Learning variability of image feature appearance using statistical methods
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
Online support vector machines with vectors sieving method
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
Active learning with semi-automatic annotation for extractive speech summarization
ACM Transactions on Speech and Language Processing (TSLP)
Classification of moving humans using eigen-features and support vector machines
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
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
Phoneme spotting for speech-based crypto-key generation
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Training support vector machines via SMO-type decomposition methods
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
Combining textual and visual features for cross-language medical image retrieval
CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
Importance-based web page classification using cost-sensitive SVM
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
IWCIA'04 Proceedings of the 10th international conference on Combinatorial Image Analysis
Corporate news classification and valence prediction: a supervised approach
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Facial expressions in American sign language: Tracking and recognition
Pattern Recognition
Cryptographic keys generation using fingercodes
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Object categorization using kernels combining graphs and histograms of gradients
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
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
Learning multi-category classification in bayesian framework
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
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
Genetic granular kernel methods for cyclooxygenase-2 inhibitor activity comparison
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Support vector machines with beta-mixing input sequences
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Cooperative clustering for training SVMs
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
Cluster-based adaptive metric classification
Neurocomputing
Cryptographic-speech-key generation architecture improvements
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Margin-sparsity trade-off for the set covering machine
ECML'05 Proceedings of the 16th European conference on Machine Learning
Half-Against-Half multi-class support vector machines
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Which is the best multiclass SVM method? an empirical study
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Relevance feedback document retrieval using support vector machines
AM'03 Proceedings of the Second international conference on Active Mining
A new learning algorithm based on lever principle
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
Training data selection for support vector machines
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Application of emerging patterns for multi-source bio-data classification and analysis
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A new support vector machine for data mining
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
General polynomial time decomposition algorithms
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Training support vector machines using greedy stagewise algorithm
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Sentiment classification using information extraction technique
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
A multilingual SVM-based question classification system
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
SemreX: a semantic peer-to-peer system for literature documents retrieval
ASWC'06 Proceedings of the First Asian conference on The Semantic Web
Linear replicator in kernel space
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
A location based text mining method using ANN for geospatial KDD process
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
Image segmentation with a hybrid ensemble of one-class support vector machines
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Inference system using softcomputing and mixed data applied in metabolic pathway datamining
International Journal of Data Mining and Bioinformatics
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Increasing the training speed of SVM, the zoutendijk algorithm case
ISSADS'05 Proceedings of the 5th international conference on Advanced Distributed Systems
Pattern classification via single spheres
DS'05 Proceedings of the 8th international conference on Discovery Science
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
Learning data structure from classes: A case study applied to population genetics
Information Sciences: an International Journal
Optimal training subset in a support vector regression electric load forecasting model
Applied Soft Computing
A Distributional Interpretation of Robust Optimization
Mathematics of Operations Research
Spatial variable importance assessment for yield prediction in precision agriculture
IDA'10 Proceedings of the 9th international conference on Advances in Intelligent Data Analysis
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Feature selection using SVM probabilistic outputs
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Cryptographic-speech-key generation using the SVM technique over the lp-cepstral speech space
Nonlinear Speech Modeling and Applications
Expert Systems with Applications: An International Journal
Linear separability and classification complexity
Expert Systems with Applications: An International Journal
Parameter optimization in a text-dependent cryptographic-speech-key generation task
NOLISP'05 Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing
Expert Systems with Applications: An International Journal
Review: Computational intelligence in mass soldering of electronics - A survey
Expert Systems with Applications: An International Journal
Environmental Modelling & Software
Index ordering by query-independent measures
Information Processing and Management: an International Journal
Random projection, margins, kernels, and feature-selection
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Is feature selection still necessary?
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Efficient binary tree multiclass SVM using genetic algorithms for vowels recognition
CIMMACS'11/ISP'11 Proceedings of the 10th WSEAS international conference on Computational Intelligence, Man-Machine Systems and Cybernetics, and proceedings of the 10th WSEAS international conference on Information Security and Privacy
Intelligent crawling of web applications for web archiving
Proceedings of the 21st international conference companion on World Wide Web
Algorithms for learning kernels based on centered alignment
The Journal of Machine Learning Research
Handwritten kannada vowel character recognition using crack codes and fourier descriptors
MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
A multimedia retrieval framework based on automatic graded relevance judgments
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Structural and Multidisciplinary Optimization
Twin Mahalanobis distance-based support vector machines for pattern recognition
Information Sciences: an International Journal
Detection of fungal damaged popcorn using image property covariance features
Computers and Electronics in Agriculture
Bootstrapping personal gesture shortcuts with the wisdom of the crowd and handwriting recognition
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Comparing image classification methods: K-nearest-neighbor and support-vector-machines
AMERICAN-MATH'12/CEA'12 Proceedings of the 6th WSEAS international conference on Computer Engineering and Applications, and Proceedings of the 2012 American conference on Applied Mathematics
Malware characteristics and threats on the internet ecosystem
Journal of Systems and Software
Sparse multikernel support vector regression machines trained by active learning
Expert Systems with Applications: An International Journal
Recurrent sparse support vector regression machines trained by active learning in the time-domain
Expert Systems with Applications: An International Journal
Probabilistic prediction of protein phosphorylation sites using kernel machines
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Forecasting trends of high-frequency KOSPI200 index data using learning classifiers
Expert Systems with Applications: An International Journal
An unsupervised approach to feature discretization and selection
Pattern Recognition
Mathematical and Computer Modelling: An International Journal
A wireless internet interface for person with physical disability
Mathematical and Computer Modelling: An International Journal
Soft biometric classification using local appearance periocular region features
Pattern Recognition
Financial ratio selection for business crisis prediction
Expert Systems with Applications: An International Journal
Author gender identification from text
Digital Investigation: The International Journal of Digital Forensics & Incident Response
Automatic Detection of the Existence of Subarachnoid Hemorrhage from Clinical CT Images
Journal of Medical Systems
A Three-Stage Expert System Based on Support Vector Machines for Thyroid Disease Diagnosis
Journal of Medical Systems
Semiconducting bilinear deep learning for incomplete image recognition
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Automated, highly-accurate, bug assignment using machine learning and tossing graphs
Journal of Systems and Software
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
SVM with CUDA accelerated kernels for big sparse problems
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Predicting seminal quality with artificial intelligence methods
Expert Systems with Applications: An International Journal
Sampling methods for the Nyström method
The Journal of Machine Learning Research
Low-cost model selection for SVMs using local features
Engineering Applications of Artificial Intelligence
Randomizing smartphone malware profiles against statistical mining techniques
DBSec'12 Proceedings of the 26th Annual IFIP WG 11.3 conference on Data and Applications Security and Privacy
Coded output support vector machine
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Designing Model Based Classifiers by Emphasizing Soft Targets
Fundamenta Informaticae - Advances in Artificial Intelligence and Applications
A Neuro-Genetic Framework for Pattern Recognition in Complex Systems
Fundamenta Informaticae - Membrane Computing
Discovery of environmental nodes in the web
IRFC'12 Proceedings of the 5th conference on Multidisciplinary Information Retrieval
Review: Supervised classification and mathematical optimization
Computers and Operations Research
Improving prediction of exchange rates using Differential EMD
Expert Systems with Applications: An International Journal
Feature selection for enhanced spectral shape comparison
EG 3DOR'10 Proceedings of the 3rd Eurographics conference on 3D Object Retrieval
Personal and Ubiquitous Computing
Expert Systems with Applications: An International Journal
Towards large-scale twitter mining for drug-related adverse events
Proceedings of the 2012 international workshop on Smart health and wellbeing
Error-rate based biometrics fusion
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
SocialTransfer: cross-domain transfer learning from social streams for media applications
Proceedings of the 20th ACM international conference on Multimedia
Artificial Intelligence in Medicine
Joint image and word sense discrimination for image retrieval
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
A note on extending generalization bounds for binary large-margin classifiers to multiple classes
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Kernelization of matrix updates, when and how?
ALT'12 Proceedings of the 23rd international conference on Algorithmic Learning Theory
A sequential algorithm for sparse support vector classifiers
Pattern Recognition
ICSOC'12 Proceedings of the 10th international conference on Service-Oriented Computing
Engineering Applications of Artificial Intelligence
ACM SIGAPP Applied Computing Review
Location and route tracking in university from photos without GPS information
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Finite rank kernels for multi-task learning
Advances in Computational Mathematics
Non-parametric Fisher's discriminant analysis with kernels for data classification
Pattern Recognition Letters
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
Expert Systems with Applications: An International Journal
Kernel group method of data handling: application to regression problems
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Understanding symptomatology of atherosclerotic plaque by image-based tissue characterization
Computer Methods and Programs in Biomedicine
A Semantic Triplet Based Story Classifier
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
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
Evaluating the impact of syntax and semantics on emotion recognition from text
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Neural Networks
Module-based breast cancer classification
International Journal of Data Mining and Bioinformatics
Max-Margin regularization for reducing accidentalness in chamfer matching
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Segmentation of hand gestures using motion capture data
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
Proceedings of the 50th Annual Design Automation Conference
Structural twin parametric-margin support vector machine for binary classification
Knowledge-Based Systems
CrowdLearner: rapidly creating mobile recognizers using crowdsourcing
Proceedings of the 26th annual ACM symposium on User interface software and technology
3D teleimmersive activity classification based on application-system metadata
Proceedings of the 21st ACM international conference on Multimedia
Multicategory large-margin unified machines
The Journal of Machine Learning Research
Large-scale linear support vector regression
The Journal of Machine Learning Research
PAC-bayes bounds with data dependent priors
The Journal of Machine Learning Research
Security analysis of online centroid anomaly detection
The Journal of Machine Learning Research
Binary classification via spherical separator by DC programming and DCA
Journal of Global Optimization
Detection of target gases and optimal selection of SAW sensors for E-Nose applications
Proceedings of Conference on Advances In Robotics
Information Technology and Management
INFORMS Journal on Computing
Toward supervised anomaly detection
Journal of Artificial Intelligence Research
Brain signal based continuous authentication: functional NIRS approach
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
Neural Computation
Passive remote source NAT detection using behavior statistics derived from netflow
AIMS'13 Proceedings of the 7th IFIP WG 6.6 international conference on Autonomous Infrastructure, Management, and Security: emerging management mechanisms for the future internet - Volume 7943
A fast algorithm for kernel 1-norm support vector machines
Knowledge-Based Systems
Computers in Biology and Medicine
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
Feature representation for customer attrition risk prediction in retail banking
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
Binary coded output support vector machine
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Facing reality: an industrial view on large scale use of facial expression analysis
Proceedings of the 2013 on Emotion recognition in the wild challenge and workshop
Model selection in kernel ridge regression
Computational Statistics & Data Analysis
Applied Computational Intelligence and Soft Computing
Multi class learning with individual sparsity
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Concept learning for cross-domain text classification: a general probabilistic framework
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
An organ allocation system for liver transplantation based on ordinal regression
Applied Soft Computing
Adjusted F-measure and kernel scaling for imbalanced data learning
Information Sciences: an International Journal
Automated pulmonary nodule detection based on three-dimensional shape-based feature descriptor
Computer Methods and Programs in Biomedicine
Separability versus prototypicality in handwritten word-image retrieval
Pattern Recognition
Novel feature selection methods to financial distress prediction
Expert Systems with Applications: An International Journal
A nested heuristic for parameter tuning in Support Vector Machines
Computers and Operations Research
Expert Systems with Applications: An International Journal
Mean field variational Bayesian inference for support vector machine classification
Computational Statistics & Data Analysis
Maximum volume clustering: a new discriminative clustering approach
The Journal of Machine Learning Research
Large-scale SVD and manifold learning
The Journal of Machine Learning Research
A framework for selection and fusion of pattern classifiers in multimedia recognition
Pattern Recognition Letters
A survey on feature selection methods
Computers and Electrical Engineering
Nonparallel hyperplane support vector machine for binary classification problems
Information Sciences: an International Journal
SHAPE--an approach for self-healing and self-protection in complex distributed networks
The Journal of Supercomputing
Integrating profile-driven parallelism detection and machine-learning-based mapping
ACM Transactions on Architecture and Code Optimization (TACO)
Active Rare Class Discovery and Classification Using Dirichlet Processes
International Journal of Computer Vision
Learning semantic representations of objects and their parts
Machine Learning
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
Generalization Bounds of Regularization Algorithm with Gaussian Kernels
Neural Processing Letters
A tour of machine learning: An AI perspective
AI Communications - ECAI 2012 Turing and Anniversary Track
Intelligent Data Analysis
Feature identification for topical relevance assessment in feed search engines
Intelligent Data Analysis
On-line modeling via fuzzy support vector machines and neural networks
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Recent Advances in Soft Computing: Theories and Applications
A biological continuum based approach for efficient clinical classification
Journal of Biomedical Informatics
Hi-index | 0.06 |
A training algorithm that maximizes the margin between the training patterns and the decision boundary is presented. The technique is applicable to a wide variety of the classification functions, including Perceptrons, polynomials, and Radial Basis Functions. The effective number of parameters is adjusted automatically to match the complexity of the problem. The solution is expressed as a linear combination of supporting patterns. These are the subset of training patterns that are closest to the decision boundary. Bounds on the generalization performance based on the leave-one-out method and the VC-dimension are given. Experimental results on optical character recognition problems demonstrate the good generalization obtained when compared with other learning algorithms.