A framework for structural risk minimisation
COLT '96 Proceedings of the ninth annual conference on Computational learning theory
Similarity, connectionism, and the problem of representation in vision
Neural Computation
IEEE Transactions on Pattern Analysis and Machine Intelligence
A PAC analysis of a Bayesian estimator
COLT '97 Proceedings of the tenth annual conference on Computational learning theory
Support Vector Machines for 3D Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Properties of support vector machines
Neural Computation
Boosting in the limit: maximizing the margin of learned ensembles
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
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
Further results on the margin distribution
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
A Winnow-Based Approach to Context-Sensitive Spelling Correction
Machine Learning - Special issue on natural language learning
Using Decision Trees to Construct a Practical Parser
Machine Learning - Special issue on natural language learning
A study of support vectors on model independent example selection
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
A re-examination of text categorization methods
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Initializing RBF-networks with small subsets of training examples
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Feature selection in SVM text categorization
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Multicategory Classification by Support Vector Machines
Computational Optimization and Applications - Special issue on computational optimization—a tribute to Olvi Mangasarian, part I
Tissue classification with gene expression profiles
RECOMB '00 Proceedings of the fourth annual international conference on Computational molecular biology
Large Margin Classification Using the Perceptron Algorithm
Machine Learning - The Eleventh Annual Conference on computational Learning Theory
Evaluating the Generalization Ability of Support Vector Machines through the Bootstrap
Neural Processing Letters
Towards scalable support vector machines using squashing
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Classification with Nonmetric Distances: Image Retrieval and Class Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Learning Theory: A Primer
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
Learning to Recognize Visual Dynamic Events from Examples
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
Enlarging the Margins in Perceptron Decision Trees
Machine Learning
Machine Learning
Support vector machines: hype or hallelujah?
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
On feature distributional clustering for text categorization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gaining insights into support vector machine pattern classifiers using projection-based tour methods
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning in neural networks
New learning paradigms in soft computing
Real-time eye detection and tracking under various light conditions
ETRA '02 Proceedings of the 2002 symposium on Eye tracking research & applications
A machine learning based approach for table detection on the web
Proceedings of the 11th international conference on World Wide Web
Learning Gender with Support Faces
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Supervised Network Self-Organizing Map for Classification of Large Data Sets
Applied Intelligence
Scalable Techniques from Nonparametric Statistics for Real Time Robot Learning
Applied Intelligence
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
Text Categorization Based on Regularized Linear Classification Methods
Information Retrieval
DirectSVM: A Simple Support Vector Machine Perceptron
Journal of VLSI Signal Processing Systems
Linear Concepts and Hidden Variables
Machine Learning
Linear Programming Boosting via Column Generation
Machine Learning
Hierarchical Learning in Polynomial Support Vector Machines
Machine Learning
Choosing Multiple Parameters for Support Vector Machines
Machine Learning
Large Scale Kernel Regression via Linear Programming
Machine Learning
The Relaxed Online Maximum Margin Algorithm
Machine Learning
Training Invariant Support Vector Machines
Machine Learning
Multiclass LS-SVMs: Moderated Outputs and Coding-Decoding Schemes
Neural Processing Letters
Perceptron Learning Revisited: The Sonar Targets Problem
Neural Processing Letters
A Computational Biology Database Digest: Data, Data Analysis, and Data Management
Distributed and Parallel Databases
Polynomial-Time Decomposition Algorithms for Support Vector Machines
Machine Learning
Shape Matching and Object Recognition Using Shape Contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence
Retinal vision applied to facial features detection and face authentication
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
Regularization and statistical learning theory for data analysis
Computational Statistics & Data Analysis - Nonlinear methods and data mining
Support vector machines are universally consistent
Journal of Complexity
Learning to recognize three-dimensional objects
Neural Computation
A parallel mixture of SVMs for very large scale problems
Neural Computation
Membership authentication in the dynamic group by face classification using SVM ensemble
Pattern Recognition Letters
A Note on the Universal Approximation Capability of Support Vector Machines
Neural Processing Letters
Learning Similarity for Texture Image Retrieval
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
Learning to Recognize 3D Objects with SNoW
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
K-SVCR. A Multi-class Support Vector Machine
ECML '00 Proceedings of the 11th European Conference on Machine Learning
A Kernel Approach for Learning from almost Orthogonal Patterns
ECML '02 Proceedings of the 13th European Conference on Machine Learning
MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
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
Feature Approach for Printed Document Image Analysis
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Towards a Generalized Eigenspace-Based Face Recognition Framework
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Optimization over Zonotopes and Training Support Vector Machines
WADS '01 Proceedings of the 7th International Workshop on Algorithms and Data Structures
The Role of Combining Rules in Bagging and Boosting
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A Short Review of Statistical Learning Theory
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
Learning Preference Relations from Data
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
Convex Hull in Feature Space for Support Vector Machines
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Rule Extraction from Radial Basis Function Networks by Using Support Vectors
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Learner's Self-Assessment: A Case Study of SVM for Information Retrieval
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
A Linear Text Classification Algorithm Based on Category Relevance Factors
ICADL '02 Proceedings of the 5th International Conference on Asian Digital Libraries: Digital Libraries: People, Knowledge, and Technology
Detecting the Number of Clusters Using a Support Vector Machine Approach
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Automatic Hyperparameter Tuning for Support Vector Machines
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Learning on Graphs in the Game of Go
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Incremental Support Vector Machine Learning: A Local Approach
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Boosting the Margin Distribution
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Empirical Study of Recommender Systems Using Linear Classifiers
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Determining Progression in Glaucoma Using Visual Fields
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
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
Inferring a Union of Halfspaces from Examples
COCOON '02 Proceedings of the 8th Annual International Conference on Computing and Combinatorics
Margin Distribution Bounds on Generalization
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
Entropy Numbers, Operators and Support Vector Kernels
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
How Can Computer Science Contribute to Knowledge Discovery?
SOFSEM '01 Proceedings of the 28th Conference on Current Trends in Theory and Practice of Informatics Piestany: Theory and Practice of Informatics
Keyword Spotting Using Support Vector Machines
TSD '02 Proceedings of the 5th International Conference on Text, Speech and Dialogue
Support Vector Machines with Embedded Reject Option
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
Support Vector Machine Ensemble with Bagging
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Applications of Support Vector Machines for Pattern Recognition: A Survey
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Maintenance Training of Electric Power Facilities Using Object Recognition by SVM
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Support Vector Machines: Theory and Applications
Machine Learning and Its Applications, Advanced Lectures
Theoretical Views of Boosting and Applications
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
A Note on Support Vector Machine Degeneracy
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
A Random Sampling Technique for Training Support Vector Machines
ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
Normal Form Transformation for Object Recognition Based on Support Vector Machines
DS '99 Proceedings of the Second International Conference on Discovery Science
Boosting in Linear Discriminant Analysis
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Tree-Structured Support Vector Machines for Multi-class Pattern Recognition
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Combining Fisher Linear Discriminants for Dissimilarity Representations
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Ultraconservative Online Algorithms for Multiclass Problems
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Solving Multi-class Pattern Recognition Problems with Tree-Structured Support Vector Machines
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
Nonlinear Shape Statistics via Kernel Spaces
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
Normalization in Support Vector Machines
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
Support Vector Machines with Clustering for Training with Very Large Datasets
SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Generalization Performance of Classifiers in Terms of Observed Covering Numbers
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
Optimizing search engines using clickthrough data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
A refinement approach to handling model misfit in text categorization
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
PEBL: positive example based learning for Web page classification using SVM
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Visual Object Recognition with Supervised Learning
IEEE Intelligent Systems
Minimum majority classification and boosting
Eighteenth national conference on Artificial intelligence
Content based retrieval of VRML objects: an iterative and interactive approach
Proceedings of the sixth Eurographics workshop on Multimedia 2001
Maximum margin equalizers trained with the Adatron algorithm
Signal Processing
Optimization methods in massive data sets
Handbook of massive data sets
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
An Algorithmic Theory of Learning: Robust Concepts and Random Projection
FOCS '99 Proceedings of the 40th Annual Symposium on Foundations of Computer Science
A maximal figure-of-merit learning approach to text categorization
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
A short introduction to learning with kernels
Advanced lectures on machine learning
An introduction to boosting and leveraging
Advanced lectures on machine learning
Automatic target detection by optimal morphological filters
Journal of Computer Science and Technology
Optimizing intelligent agent's constraint satisfaction with neural networks
Recent advances in intelligent paradigms and applications
Identifying Story and Preview Images in News Web Pages
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Quantum optimization for training support vector machines
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Support vector fuzzy regression machines
Fuzzy Sets and Systems - Theme: Learning and modeling
Reducing multiclass to binary: a unifying approach for margin classifiers
The Journal of Machine Learning Research
Support vector machine active learning with applications to text classification
The Journal of Machine Learning Research
Recommender systems using linear classifiers
The Journal of Machine Learning Research
Machine learning with data dependent hypothesis classes
The Journal of Machine Learning Research
The Journal of Machine Learning Research
A new approximate maximal margin classification algorithm
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
Ultraconservative online algorithms for multiclass problems
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Kernel methods for relation extraction
The Journal of Machine Learning Research
Distributional word clusters vs. words for text categorization
The Journal of Machine Learning Research
Benefitting from the variables that variable selection discards
The Journal of Machine Learning Research
Use of the zero norm with linear models and kernel methods
The Journal of Machine Learning Research
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Face recognition: component-based versus global approaches
Computer Vision and Image Understanding - Special issue on Face recognition
PEBL: Web Page Classification without Negative Examples
IEEE Transactions on Knowledge and Data Engineering
Boosting support vector machines for text classification through parameter-free threshold relaxation
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
A robust dissolve detector by support vector machine
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Accuracy improvement of automatic text classification based on feature transformation
Proceedings of the 2003 ACM symposium on Document engineering
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Object Detection Using the Statistics of Parts
International Journal of Computer Vision
Pattern Recognition Letters
A Support Vector Machine with a Hybrid Kernel and Minimal Vapnik-Chervonenkis Dimension
IEEE Transactions on Knowledge and Data Engineering
A wavelet-based neuro-fuzzy system for data mining small image sets
ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32
Detecting stress in spoken English using Decision Trees and Support Vector Machines
ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32
Use of built-in features in the interpretation of high-dimensional cancer diagnosis data
APBC '04 Proceedings of the second conference on Asia-Pacific bioinformatics - Volume 29
Symbolization assisted SVM classifier for noisy data
Pattern Recognition Letters
Detecting image orientation based on low-level visual content
Computer Vision and Image Understanding
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
Learning adaptive kernels for model diagnosis
Design and application of hybrid intelligent systems
Automatic acquisition of long-distance acronym definitions
Design and application of hybrid intelligent systems
Detection of Spain e-mails by analyzing the distributing behaviors of e-mail servers
Design and application of hybrid intelligent systems
Feature selection using linear classifier weights: interaction with classification models
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Web-page classification through summarization
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
A tutorial on support vector regression
Statistics and Computing
Discovering Document Semantics QBYS: A System for Querying the WWW by Semantics
Multimedia Tools and Applications
Margin based feature selection - theory and algorithms
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Distribution kernels based on moments of counts
ICML '04 Proceedings of the twenty-first international conference on Machine learning
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
Learning classification in the olfactory system of insects
Neural Computation
Decomposition methods for linear support vector machines
Neural Computation
A new efficient SVM-based edge detection method
Pattern Recognition Letters
SVM-Based feature selection of latent semantic features
Pattern Recognition Letters
A Theoretical Framework and an Implementation Architecture for Self Adaptive Web Sites
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Credit rating analysis with support vector machines and neural networks: a market comparative study
Decision Support Systems - Special issue: Data mining for financial decision making
Nonparametric motion model with applications to camera motion pattern classification
Proceedings of the 12th annual ACM international conference on Multimedia
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
An evaluation of statistical spam filtering techniques
ACM Transactions on Asian Language Information Processing (TALIP)
Supervised Neural Gas with General Similarity Measure
Neural Processing Letters
Support Vector Machine Soft Margin Classifiers: Error Analysis
The Journal of Machine Learning Research
An Intelligent System Approach to Higher-Dimensional Classification of Volume Data
IEEE Transactions on Visualization and Computer Graphics
On the Generalization Ability of GRLVQ Networks
Neural Processing Letters
Computer Vision and Image Understanding - Special issue on eye detection and tracking
Accuracy enhancement of function-oriented web image classification
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Automatic extraction of titles from general documents using machine learning
Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
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
SVM answer selection for open-domain question answering
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Revision learning and its application to part-of-speech tagging
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Chunking with support vector machines
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Introducing a Family of Linear Measures for Feature Selection in Text Categorization
IEEE Transactions on Knowledge and Data Engineering
Moment Kernels for Regular Distributions
Machine Learning
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Optimal selection of image segmentation algorithms based on performance prediction
VIP '05 Proceedings of the Pan-Sydney area workshop on Visual information processing
Efficient performance estimate for one-class support vector machine
Pattern Recognition Letters
Instance Filtering for entity recognition
ACM SIGKDD Explorations Newsletter - Natural language processing and text mining
An efficient star acquisition method based on SVM with mixtures of kernels
Pattern Recognition Letters
A support vector method for multivariate performance measures
ICML '05 Proceedings of the 22nd international conference on Machine learning
A brain computer interface with online feedback based on magnetoencephalography
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
Large scale genomic sequence SVM classifiers
ICML '05 Proceedings of the 22nd international conference on Machine learning
Symbolic Signatures for Deformable Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Training Support Vector Machines Using Gilbert's Algorithm
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Text Region Extraction and Text Segmentation on Cameracaptured Document Style Images
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
A Hierarchical Classifier Using New Support Vector Machine
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
A Learning Approach to Discovering Web Page Semantic Structures
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
A Problem of Pattern Recognition in Arrays of Interrelated Objects. Recognition Algorithm
Automation and Remote Control
Use of support vector learning for chunk identification
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Machine learning methods for Chinese web page categorization
CLPW '00 Proceedings of the second workshop on Chinese language processing: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 12
Japanese dependency structure analysis based on support vector machines
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Tuning support vector machines for biomedical named entity recognition
BioMed '02 Proceedings of the ACL-02 workshop on Natural language processing in the biomedical domain - Volume 3
SVM Soft Margin Classifiers: Linear Programming versus Quadratic Programming
Neural Computation
Leave-One-Out Bounds for Support Vector Regression Model Selection
Neural Computation
Kernel methods for relation extraction
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Use of support vector machines in extended named entity recognition
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Question classification using HDAG kernel
MultiSumQA '03 Proceedings of the ACL 2003 workshop on Multilingual summarization and question answering - Volume 12
Geometrical Properties of Nu Support Vector Machines with Different Norms
Neural Computation
Stochastic Organization of Output Codes in Multiclass Learning Problems
Neural Computation
2005 Special Issue: Constructing Bayesian formulations of sparse kernel learning methods
Neural Networks - 2005 Special issue: IJCNN 2005
2005 Speical Issue: Graph kernels for chemical informatics
Neural Networks - Special issue on neural networks and kernel methods for structured domains
Learning with generalization capability by kernal methods of bounded complexity
Journal of Complexity
An Equivalence between SILF-SVR and Ordinary Kriging
Neural Processing Letters
KDX: An Indexer for Support Vector Machines
IEEE Transactions on Knowledge and Data Engineering
Model-based transductive learning of the kernel matrix
Machine Learning
Reinforcing Web-object Categorization Through Interrelationships
Data Mining and Knowledge Discovery
A comparison of implicit and explicit links for web page classification
Proceedings of the 15th international conference on World Wide Web
New developments in parsing technology
A new support vector neural network inference system
Intelligent information processing II
Neural Computation
On a theory of learning with similarity functions
ICML '06 Proceedings of the 23rd international conference on Machine learning
Hierarchical classification: combining Bayes with SVM
ICML '06 Proceedings of the 23rd international conference on Machine learning
A continuation method for semi-supervised SVMs
ICML '06 Proceedings of the 23rd international conference on Machine learning
Fast transpose methods for kernel learning on sparse data
ICML '06 Proceedings of the 23rd international conference on Machine learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
ACM Transactions on Information Systems (TOIS)
Incremental approximate matrix factorization for speeding up support vector machines
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Onboard classifiers for science event detection on a remote sensing spacecraft
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Automatic extraction of titles from general documents using machine learning
Information Processing and Management: an International Journal
Rule-Based Learning Systems for Support Vector Machines
Neural Processing Letters
Boosting Sex Identification Performance
International Journal of Computer Vision
Kernel projection classifiers with suppressing features of other classes
Neural Computation
Application of support vector machines in classification of magnetic resonance images
International Journal of Computers and Applications
Automatic semantics extraction in law documents
ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Is linguistic information relevant for the classification of legal texts?
ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
CLAIRE: A modular support vector image indexing and classification system
ACM Transactions on Information Systems (TOIS)
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
Document clustering based on similarity of subjects using integrated subject graph
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
An improved method for the character recognition based on SVM
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
On the equivalence between kernel self-organising maps and self-organising mixture density networks
Neural Networks - 2006 Special issue: Advances in self-organizing maps--WSOM'05
Personal authentication based on generalized symmetric max minimal distance in subspace
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Structural risk minimization using nearest neighbor rule
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Aggregate features and ADABOOST for music classification
Machine Learning
Fast Kernel Classifiers with Online and Active 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
A Unifying View of Sparse Approximate Gaussian Process Regression
The Journal of Machine Learning Research
Learning spatial relations in object recognition
Pattern Recognition Letters
Some Equivalences between Kernel Methods and Information Theoretic Methods
Journal of VLSI Signal Processing Systems
Convolution kernels with feature selection for natural language processing tasks
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Dependency tree kernels for relation extraction
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
A method based on multispectral imaging technique for White Blood Cell segmentation
Computers in Biology and Medicine
Adaptive simplification of solution for support vector machine
Pattern Recognition
Prediction of Ordinal Classes Using Regression Trees
Fundamenta Informaticae - Intelligent Systems
PP-attachment disambiguation using large context
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Morphology and reranking for the statistical parsing of Spanish
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
The theoretical analysis of FDA and applications
Pattern Recognition
FS_SFS: A novel feature selection method for support vector machines
Pattern Recognition
A 3D object classifier for discriminating manufacturing processes
Computers and Graphics
Standards for image annotation using Semantic Web
Computer Standards & Interfaces
Bayes classification based on minimum bounding spheres
Neurocomputing
Identification of contributing variables using kernel-based discriminant modeling and reconstruction
Expert Systems with Applications: An International Journal
Computers in Biology and Medicine
Comparison of feature selection and classification algorithms in identifying malicious executables
Computational Statistics & Data Analysis
A SVM-based approach to microwave breast cancer detection
Engineering Applications of Artificial Intelligence
Prediction of dose escalation for rheumatoid arthritis patients under infliximab treatment
Engineering Applications of Artificial Intelligence
Scanning world wide web documents with the vector space model
Decision Support Systems
A hybrid model for exchange rate prediction
Decision Support Systems
Multi-kernel regularized classifiers
Journal of Complexity
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Ginisupport vector machines for segmental minimum Bayes risk decoding of continuous speech
Computer Speech and Language
Data Mining and Knowledge Discovery
Implementing automated diagnostic systems for breast cancer detection
Expert Systems with Applications: An International Journal
Pattern recognition with SVM and dual-tree complex wavelets
Image and Vision Computing
Computational Statistics & Data Analysis
Creating a quality map of a slate deposit using support vector machines
Journal of Computational and Applied Mathematics
Ex-ray: Data mining and mental health
Applied Soft Computing
Computer Methods and Programs in Biomedicine
ECG beats classification using multiclass support vector machines with error correcting output codes
Digital Signal Processing
Fast generalized cross-validation algorithm for sparse model learning
Neural Computation
Efficient and interpretable fuzzy classifiers from data with support vector learning
Intelligent Data Analysis
Fish age analysis and classification with kernel methods
Pattern Recognition Letters
Using hypothesis margin to boost centroid text classifier
Proceedings of the 2007 ACM symposium on Applied computing
Automatic web pages categorization with ReliefF and Hidden Naive Bayes
Proceedings of the 2007 ACM symposium on Applied computing
Feature selection for the SVM: An application to hypertension diagnosis
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Web service quality control based on text mining using support vector machine
Expert Systems with Applications: An International Journal
Predicting object-oriented software maintainability using multivariate adaptive regression splines
Journal of Systems and Software
Prediction in Marketing Using the Support Vector Machine
Marketing Science
Learning Coordinate Covariances via Gradients
The Journal of Machine Learning Research
Step Size Adaptation in Reproducing Kernel Hilbert Space
The Journal of Machine Learning Research
The Interplay of Optimization and Machine Learning Research
The Journal of Machine Learning Research
Second Order Cone Programming Approaches for Handling Missing and Uncertain Data
The Journal of Machine Learning Research
Large Scale Multiple Kernel Learning
The Journal of Machine Learning Research
Efficient Learning of Label Ranking by Soft Projections onto Polyhedra
The Journal of Machine Learning Research
Estimation of Gradients and Coordinate Covariation in Classification
The Journal of Machine Learning Research
Learnability of Gaussians with Flexible Variances
The Journal of Machine Learning Research
Value Regularization and Fenchel Duality
The Journal of Machine Learning Research
Consistent Feature Selection for Pattern Recognition in Polynomial Time
The Journal of Machine Learning Research
Preventing Over-Fitting during Model Selection via Bayesian Regularisation of the Hyper-Parameters
The Journal of Machine Learning Research
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Document Classification Based on Support Vector Machine Using a Concept Vector Model
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Heraclitus: A Framework for Semantic Web Adaptation
IEEE Internet Computing
Twin Support Vector Machines for Pattern Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Two-Level Generative Model for Cloth Representation and Shape from Shading
IEEE Transactions on Pattern Analysis and Machine Intelligence
Head gestures for perceptual interfaces: The role of context in improving recognition
Artificial Intelligence
Robust Loss Functions for Boosting
Neural Computation
A novel fuzzy compensation multi-class support vector machine
Applied Intelligence
Hybrid huberized support vector machines for microarray classification
Proceedings of the 24th international conference on Machine learning
A comparative study of classification methods for microarray data analysis
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Hybrid huberized support vector machines for microarray classification
Proceedings of the 24th international conference on Machine learning
Rough set based 1-v-1 and 1-v-r approaches to support vector machine multi-classification
Information Sciences: an International Journal
A hybrid machine learning approach to network anomaly detection
Information Sciences: an International Journal
Searching and retrieving legal literature through automated semantic indexing
Proceedings of the 11th international conference on Artificial intelligence and law
Multi-scale capture of facial geometry and motion
ACM SIGGRAPH 2007 papers
Estimation of fitness landscape contours in EAs
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Genetically designed multiple-kernels for improving the SVM performance
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Reliable information retrieval evaluation with incomplete and biased judgements
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Combining content and link for classification using matrix factorization
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Iterative sliced inverse regression for segmentation of ultrasound and MR images
Pattern Recognition
A SVM-based cursive character recognizer
Pattern Recognition
Noise reduction through summarization for Web-page classification
Information Processing and Management: an International Journal
A survey of kernel and spectral methods for clustering
Pattern Recognition
Increasing the Robustness of Boosting Algorithms within the Linear-programming Framework
Journal of VLSI Signal Processing Systems
Local Experts Organization Model for Natural Scene Images Classification
Neural Processing Letters
Automatic classification of provisions in legislative texts
Artificial Intelligence and Law - AI & law in eGovernment and eDemocracy part II
Optimally regularised kernel Fisher discriminant classification
Neural Networks
Digital-signal-type identification using an efficient identifier
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
Adapting appearance models of semantic concepts to particular videos via transductive learning
Proceedings of the international workshop on Workshop on multimedia information retrieval
Evolving neurocomputing systems for horticulture applications
Applied Soft Computing
Modulation identification using GA-SVM and WPD
Mobility '06 Proceedings of the 3rd international conference on Mobile technology, applications & systems
KernTune: self-tuning Linux kernel performance using support vector machines
Proceedings of the 2007 annual research conference of the South African institute of computer scientists and information technologists on IT research in developing countries
Intelligent Data Analysis
Selecting representative examples and attributes by a genetic algorithm
Intelligent Data Analysis
Boosting strategy for classification
Intelligent Data Analysis
Dynamic support vector machines for non-stationary time series forecasting
Intelligent Data Analysis
A reduction technique for nearest-neighbor classification: Small groups of examples
Intelligent Data Analysis
Learning from bug-introducing changes to prevent fault prone code
Ninth international workshop on Principles of software evolution: in conjunction with the 6th ESEC/FSE joint meeting
Selecting the best feature set for Thai word sense disambiguation using support vector machines
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
A fuzzy logic-based method for outliers detection
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Time-varying biomedical signals analysis with multiclass support vector machines
BIEN '07 Proceedings of the fifth IASTED International Conference: biomedical engineering
Feature Fusion for the Detection of Microsleep Events
Journal of VLSI Signal Processing Systems
Adaptable learning assistant for item bank management
Computers & Education
Variable frame rate for low power mobile sign language communication
Proceedings of the 9th international ACM SIGACCESS conference on Computers and accessibility
A general soft method for learning SVM classifiers with L1-norm penalty
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
Support vector fuzzy adaptive network in regression analysis
Computers & Mathematics with Applications
Improving the classification of newsgroup messages through social network analysis
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Journal of Biomedical Informatics
Integrating gene expression profiling and clinical data
International Journal of Approximate Reasoning
Expert Systems with Applications: An International Journal
Data mining approaches for modeling complex electronic circuit design activities
Computers and Industrial Engineering
Usage of eigenvector methods in implementation of automated diagnostic systems for ECG beats
Digital Signal Processing
Analysis of EEG signals by combining eigenvector methods and multiclass support vector machines
Computers in Biology and Medicine
Expert Systems with Applications: An International Journal
An algorithm to cluster data for efficient classification of support vector machines
Expert Systems with Applications: An International Journal
Computer-aided diagnosis of cervical lymph nodes on ultrasonography
Computers in Biology and Medicine
A de-identifier for medical discharge summaries
Artificial Intelligence in Medicine
Second-order smo improves svm online and active learning
Neural Computation
Hybrid off-line OCR for isolated handwritten Greek characters
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
Classification of gene functions using support vector machine for time-course gene expression data
Computational Statistics & Data Analysis
Image and video indexing using networks of operators
Journal on Image and Video Processing
Binary-image comparison with local-dissimilarity quantification
Pattern Recognition
A game theoretical approach to the classification problem in gene expression data analysis
Computers & Mathematics with Applications
On ranking techniques for desktop search
ACM Transactions on Information Systems (TOIS)
Multi-group support vector machines with measurement costs: A biobjective approach
Discrete Applied Mathematics
A distance-based separator representation for pattern classification
Image and Vision Computing
A rough margin based support vector machine
Information Sciences: an International Journal
Stepwise feature selection using generalized logistic loss
Computational Statistics & Data Analysis
A ranking method based on users' contexts for information recommendation
Proceedings of the 2nd international conference on Ubiquitous information management and communication
Predicting defect-prone software modules using support vector machines
Journal of Systems and Software
Web process and workflow path mining using the Multimethod approach
International Journal of Business Intelligence and Data Mining
Improved protein fold assignment using support vector machines
International Journal of Bioinformatics Research and Applications
Prediction of the disulphide bridges in proteins using SVM
International Journal of Bioinformatics Research and Applications
A pornographic web page detecting method based on SVM model using text and image features
International Journal of Internet Protocol Technology
Retrieval of Italian legal literature: a case of semantic search using legal vocabulary
International Journal of Metadata, Semantics and Ontologies
Image and video indexing using networks of operators
Journal on Image and Video Processing
Cued speech gesture recognition: a first prototype based on early reduction
Journal on Image and Video Processing
Granular Kernel Trees with parallel Genetic Algorithms for drug activity comparisons
International Journal of Data Mining and Bioinformatics
A vision-based hybrid method for facial expression recognition
Proceedings of the 1st international conference on Ambient media and systems
A customer satisfaction degree evaluation model based on support vector machine
Proceedings of the 1st international conference on Forensic applications and techniques in telecommunications, information, and multimedia and workshop
Using ambiguity measure feature selection algorithm for support vector machine classifier
Proceedings of the 2008 ACM symposium on Applied computing
Proceedings of the 2008 ACM symposium on Applied computing
TCM-KNN scheme for network anomaly detection using feature-based optimizations
Proceedings of the 2008 ACM symposium on Applied computing
Feature subset selection based on ant colony optimization and support vector machine
ISCGAV'07 Proceedings of the 7th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision
Detecting worm variants using machine learning
CoNEXT '07 Proceedings of the 2007 ACM CoNEXT conference
Neural network aided breast cancer detection and diagnosis
NN'06 Proceedings of the 7th WSEAS International Conference on Neural Networks
NOLASC'05 Proceedings of the 4th WSEAS International Conference on Non-linear Analysis, Non-linear Systems and Chaos
Mathematical symbol recognition with support vector machines
Pattern Recognition Letters
International Journal of Knowledge-based and Intelligent Engineering Systems
Generalization of raster images containing patterns featuring stochastic repetitiveness
Machine Graphics & Vision International Journal
Mining relationships among interval-based events for classification
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
General solution and learning method for binary classification with performance constraints
Pattern Recognition Letters
SVM-based interactive document retrieval with active learning
New Generation Computing
Proceedings of the 13th international conference on Intelligent user interfaces
Packet-based context aware system to determine information system user's context
Expert Systems with Applications: An International Journal
Applying the multi-category learning to multiple video object extraction
Pattern Recognition
Robust and efficient multiclass SVM models for phrase pattern recognition
Pattern Recognition
Retrieval of Italian legal literature: a case of semantic search using legal vocabulary
DCMI '05 Proceedings of the 2005 international conference on Dublin Core and metadata applications: vocabularies in practice
A time-series-based feature extraction approach for prediction of protein structural class
EURASIP Journal on Bioinformatics and Systems Biology
Discovery of metabolite features for the modelling and analysis of high-resolution NMR spectra
International Journal of Data Mining and Bioinformatics
EURASIP Journal on Advances in Signal Processing
An efficient SVM-GA feature selection model for large healthcare databases
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Sequence kernels for predicting protein essentiality
Proceedings of the 25th international conference on Machine learning
Fast support vector machine training and classification on graphics processors
Proceedings of the 25th international conference on Machine learning
Optimized cutting plane algorithm for support vector machines
Proceedings of the 25th international conference on Machine learning
No-regret learning in convex games
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
The Journal of Machine Learning Research
Fuzzy one-class support vector machines
Fuzzy Sets and Systems
COMBINING MULTIPLE CLASSIFIERS USING DEMPSTER'S RULE FOR TEXT CATEGORIZATION
Applied Artificial Intelligence
AUTOMATIC MACHINE LEARNING OF KEYPHRASE EXTRACTION FROM SHORT HTML DOCUMENTS WRITTEN IN HEBREW
Cybernetics and Systems
International Journal of Remote Sensing
International Journal of Computer Mathematics - Bioinformatics
Quality assessment of gene selection in microarray data
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
Waveprint: Efficient wavelet-based audio fingerprinting
Pattern Recognition
Multiclass support vector machines for diagnosis of erythemato-squamous diseases
Expert Systems with Applications: An International Journal
Detection of valvular heart disorders using wavelet packet decomposition and support vector machine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Asymmetric support vector machines: low false-positive learning under the user tolerance
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
ArnetMiner: extraction and mining of academic social networks
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Kernel methods for learning languages
Theoretical Computer Science
A novel extended local-binary-pattern operator for texture analysis
Information Sciences: an International Journal
Springback adaptive-predictive control
ACMOS'08 Proceedings of the 10th WSEAS International Conference on Automatic Control, Modelling & Simulation
Protocol-based classification for intrusion detection
ACACOS'08 Proceedings of the 7th WSEAS International Conference on Applied Computer and Applied Computational Science
A speed and mechanical torque observer based on WLSVR
ACACOS'08 Proceedings of the 7th WSEAS International Conference on Applied Computer and Applied Computational Science
Appearance-Based Robot Discrimination Using Eigenimages
RoboCup 2006: Robot Soccer World Cup X
Learning SVM with Varied Example Cost: A kNN Evaluating Approach
Computational Intelligence and Security
A New Multi-class SVM Algorithm Based on One-Class SVM
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Feature Selection for VIP E-Mail Accounts Analysis
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Driver Fatigue Detection by Fusing Multiple Cues
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Fuzzy Support Vector Machine for EMG Pattern Recognition and Myoelectrical Prosthesis Control
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Machinery Fault Diagnosis Using Least Squares Support Vector Machine
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Predicting Time Series Using Incremental Langrangian Support Vector Regression
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
One-Class SVM Based Segmentation for SAR Image
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
A Heuristic Method for Selecting Support Features from Large Datasets
AAIM '07 Proceedings of the 3rd international conference on Algorithmic Aspects in Information and Management
Selecting Genotyping Oligo Probes Via Logical Analysis of Data
CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Dynamic Distance-Based Active Learning with SVM
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Multi-attribute Text Classification Using the Fuzzy Borda Method and Semantic Grades
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
Hinge Rank Loss and the Area Under the ROC Curve
ECML '07 Proceedings of the 18th European conference on Machine Learning
On Pairwise Naive Bayes Classifiers
ECML '07 Proceedings of the 18th European conference on Machine Learning
Content Aware Image Enhancement
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
Multiclass Boosting Algorithms for Shrinkage Estimators of Class Probability
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
XML Document Classification Using Extended VSM
Focused Access to XML Documents
Self-Organizing Clustering with Map of Nonlinear Varieties Representing Variation in One Class
Neural Information Processing
Neural Information Processing
Learning a Kernel Matrix for Time Series Data from DTW Distances
Neural Information Processing
NLDB '08 Proceedings of the 13th international conference on Natural Language and Information Systems: Applications of Natural Language to Information Systems
Developing Domain-Specific Gesture Recognizers for Smart Diagram Environments
Graphics Recognition. Recent Advances and New Opportunities
Ubiquitous and Robust Text-Independent Speaker Recognition for Home Automation Digital Life
UIC '08 Proceedings of the 5th international conference on Ubiquitous Intelligence and Computing
Bayesian Classifiers for Predicting the Outcome of Breast Cancer Preoperative Chemotherapy
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Fuzzy Regions for Handling Uncertainty in Remote Sensing Image Segmentation
ICCSA '08 Proceeding sof the international conference on Computational Science and Its Applications, Part I
Reducing False Alarm of Video-Based Smoke Detection by Support Vector Machine
PAISI, PACCF and SOCO '08 Proceedings of the IEEE ISI 2008 PAISI, PACCF, and SOCO international workshops on Intelligence and Security Informatics
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
Hierarchical SVM Classification for Localization in Multilevel Sensor Networks
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Dynamic Skin Detection in Color Images for Sign Language Recognition
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Multiple Criteria Mathematical Programming and Data Mining
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part I
The Role of Face Parts in Gender Recognition
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
MIAR '08 Proceedings of the 4th international workshop on Medical Imaging and Augmented Reality
Non-rigid 2D-3D Registration Based on Support Vector Regression Estimated Similarity Metric
MIAR '08 Proceedings of the 4th international workshop on Medical Imaging and Augmented Reality
Recognizing Facial Expressions: A Comparison of Computational Approaches
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
On the Complementarity of Face Parts for Gender Recognition
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Uncertainty Handling in Model Selection for Support Vector Machines
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Support Vector Machines, Data Reduction, and Approximate Kernel Matrices
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Reasoning Web
An Improved Support Vector Machine for the Classification of Imbalanced Biological Datasets
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
On Classifying Disease-Induced Patterns in the Brain Using Diffusion Tensor Images
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Sample Selection Bias Correction Theory
ALT '08 Proceedings of the 19th international conference on Algorithmic Learning Theory
Imbalanced SVM Learning with Margin Compensation
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Computers in Biology and Medicine
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A Bahadur Representation of the Linear Support Vector Machine
The Journal of Machine Learning Research
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks
The Journal of Machine Learning Research
Classification model selection via bilevel programming
Optimization Methods & Software - Mathematical programming in data mining and machine learning
Linear potential proximal support vector machines for pattern classification
Optimization Methods & Software - Mathematical programming in data mining and machine learning
International Journal of Remote Sensing
International Journal of Remote Sensing
Ensemble of support vector machines for land cover classification
International Journal of Remote Sensing
Expert Systems with Applications: An International Journal
A local experts organization model with application to face emotion recognition
Expert Systems with Applications: An International Journal
Several multi-criteria programming methods for classification
Computers and Operations Research
International Journal of Artificial Intelligence in Education
Support vector machines for detection of electrocardiographic changes in partial epileptic patients
Engineering Applications of Artificial Intelligence
Determination of ocean primary productivity using support vector machines
International Journal of Remote Sensing - Satellite observations of the atmosphere, ocean and their interface in relation to climate, natural hazards and management of the coastal zone
Machine learning attacks against the Asirra CAPTCHA
Proceedings of the 15th ACM conference on Computer and communications security
Learning rates for regularized classifiers using multivariate polynomial kernels
Journal of Complexity
A comparative study on rough set based class imbalance learning
Knowledge-Based Systems
Application of support vector machine to predict fault prone classes
ACM SIGSOFT Software Engineering Notes
Academic conference homepage understanding using constrained hierarchical conditional random fields
Proceedings of the 17th ACM conference on Information and knowledge management
The role of syntactic features in protein interaction extraction
Proceedings of the 2nd international workshop on Data and text mining in bioinformatics
Simultaneous detection of abrupt cuts and dissolves in videos using support vector machines
Pattern Recognition Letters
SVM-based segmentation and classification of remotely sensed data
International Journal of Remote Sensing
A support vector machine with integer parameters
Neurocomputing
Expert Systems with Applications: An International Journal
Selection of significant independent components for ECG beat classification
Expert Systems with Applications: An International Journal
Decision support systems for time-varying biomedical signals: EEG signals classification
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Non-intrusive liveness detection by face images
Image and Vision Computing
Protocol-based classification for intrusion detection
WSEAS Transactions on Computer Research
Nonparallel plane proximal classifier
Signal Processing
Online adaptive learning system for reconfigurable machine tool
WSEAS Transactions on Systems and Control
Meta-Modeling in Multiobjective Optimization
Multiobjective Optimization
Predicting Category Additions in a Topic Hierarchy
ASWC '08 Proceedings of the 3rd Asian Semantic Web Conference on The Semantic Web
Regression for machine translation evaluation at the sentence level
Machine Translation
Social Tagging Behaviour in Community-Driven Question Answering
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Link Mining for a Social Bookmarking Web Site
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
A Neuro-Genetic Framework for Pattern Recognition in Complex Systems
Fundamenta Informaticae - Membrane Computing
Recursive reduced least squares support vector regression
Pattern Recognition
Heuristic advances in identifying aftershocks in seismic sequences
Computers & Geosciences
Ensemble one-class support vector machines for content-based image retrieval
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Prediction of aeration efficiency on stepped cascades by using least square support vector machines
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
A selective ensemble based on expected probabilities for bankruptcy prediction
Expert Systems with Applications: An International Journal
Accuracy of suboptimal solutions to kernel principal component analysis
Computational Optimization and Applications
Application of support vector machines in scour prediction on grade-control structures
Engineering Applications of Artificial Intelligence
Co-occurrence Histograms of Oriented Gradients for Pedestrian Detection
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Interactive Abnormal Condition Sign Discovery for Hydroelectric Power Plants
New Frontiers in Applied Data Mining
Stray Example Sheltering by Loss Regularized SVM and kNN Preprocessor
Neural Processing Letters
MILP approach to pattern generation in logical analysis of data
Discrete Applied Mathematics
Discriminative keyword spotting
Speech Communication
Dealing with non-metric dissimilarities in fuzzy central clustering algorithms
International Journal of Approximate Reasoning
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Steganalysis of halftone image using inverse halftoning
Signal Processing
Engineering Applications of Artificial Intelligence
A modeling-based classification algorithm validated with simulated data
Proceedings of the 40th Conference on Winter Simulation
Fuzzy c-Means Algorithms for Data with Tolerance Using Kernel Functions
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Multiclass Boosting Algorithms for Shrinkage Estimators of Class Probability
IEICE - Transactions on Information and Systems
Midpoint-Validation Method for Support Vector Machine Classification
IEICE - Transactions on Information and Systems
Multi-class SVM classifier for english handwritten digit recognition using manual class segmentation
Proceedings of the International Conference on Advances in Computing, Communication and Control
Boosting One-Class Support Vector Machines for Multi-Class Classification
Applied Artificial Intelligence
StatSnowball: a statistical approach to extracting entity relationships
Proceedings of the 18th international conference on World wide web
A new maximal-margin spherical-structured multi-class support vector machine
Applied Intelligence
Rough ν-support vector regression
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Ranking Method of Object-Attribute-Evaluation Three-Tuples for Opinion Retrieval
New Frontiers in Artificial Intelligence
Effectively Searching Maps in Web Documents
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Application of MOGA Search Strategy to SVM Training Data Selection
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
Support Vectors Machine-based identification of heart valve diseases using heart sounds
Computer Methods and Programs in Biomedicine
Semantic analysis of real-world images using support vector machine
Expert Systems with Applications: An International Journal
A mixed integer optimisation model for data classification
Computers and Industrial Engineering
International Journal of Remote Sensing
Introduction of affinity set and its application in data-mining example of delayed diagnosis
Expert Systems with Applications: An International Journal
Feature selection based on loss-margin of nearest neighbor classification
Pattern Recognition
Information Sciences: an International Journal
A corpus-based analysis of argument realization by preposition structures
Natural Language Engineering
Auto-correlation wavelet support vector machine
Image and Vision Computing
Multiple indefinite kernel learning with mixed norm regularization
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
A simpler unified analysis of budget perceptrons
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Effective multi-label active learning for text classification
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Clinical text classification under the Open and Closed Topic Assumptions
International Journal of Data Mining and Bioinformatics
Building emotion lexicon from weblog corpora
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
Set Cover Feature Selection for Text Categorisation and spam detection
International Journal of Advanced Intelligence Paradigms
ICCS '09 Proceedings of the 9th International Conference on Computational Science: Part I
Smoothing Newton Method for L1 Soft Margin Data Classification Problem
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Cooperative Recurrent Neural Network for Multiclass Support Vector Machine Learning
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
SMVLLE: An Efficient Dimension Reduction Scheme
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Information Processing Letters
Journal of Biomedical Informatics
Multilingual Question Classification based on surface text features
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
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
Improving the identification of non-anaphoric it using support vector machines
JNLPBA '04 Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications
Implementation of automated diagnostic systems: ophthalmic arterial disorders detection case
International Journal of Systems Science
International Journal of Remote Sensing
Interval regression analysis using support vector networks
Fuzzy Sets and Systems
TS-fuzzy system-based support vector regression
Fuzzy Sets and Systems
Candidate working set strategy based SMO algorithm in support vector machine
Information Processing and Management: an International Journal
BioNLP '08 Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
A New Methodology for Feature Selection Based on Machine Learning Methods Applied to Glaucoma
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
Rough Ensemble Classifier: A Comparative Study
WILF '09 Proceedings of the 8th International Workshop on Fuzzy Logic and Applications
A Supervised Learning Technique and Its Applications to Computational Biology
Computational Intelligence Methods for Bioinformatics and Biostatistics
Interval Regression Analysis with Soft-Margin Reduced Support Vector Machine
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Optimization and Knowledge-Based Technologies
Informatica
Selecting Samples and Features for SVM Based on Neighborhood Model
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Evolutionary Optimization of Kernel Weights Improves Protein Complex Comembership Prediction
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Exploiting an antivirus interface
Computer Standards & Interfaces
Optimal feature selection for the assessment of vocal fold disorders
Computers in Biology and Medicine
Quantifying the impact of learning algorithm parameter tuning
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Robust support vector machine training via convex outlier ablation
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Automating knowledge capture in the aerospace domain
Proceedings of the fifth international conference on Knowledge capture
Semantic classification with distributional kernels
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
SVM Based Decision Analysis and Its Granular-Based Solving
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part II
A Scalable Noise Reduction Technique for Large Case-Based Systems
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Fast Local Support Vector Machines for Large Datasets
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Person identification from text and speech genre samples
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Using lexical and relational similarity to classify semantic relations
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Using non-lexical features to identify effective indexing terms for biomedical illustrations
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
BestCut: a graph algorithm for coreference resolution
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
A Genre-Aware Approach to Focused Crawling
World Wide Web
Cutting-plane training of structural SVMs
Machine Learning
Artificial Intelligence in Medicine
Discriminative learning of selectional preference from unlabeled text
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Summarizing spoken and written conversations
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
SurroundSense: mobile phone localization via ambience fingerprinting
Proceedings of the 15th annual international conference on Mobile computing and networking
ICARIS '09 Proceedings of the 8th International Conference on Artificial Immune Systems
Semi Supervised Image Spam Hunter: A Regularized Discriminant EM Approach
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Identifying the Intent of a User Query Using Support Vector Machines
SPIRE '09 Proceedings of the 16th International Symposium on String Processing and Information Retrieval
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
Red Eye Detection through Bag-of-Keypoints Classification
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
ACM SIGGRAPH Asia 2009 papers
Manufacturing processes recognition of machined mechanical parts using SVMs
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
In-the-dark network traffic classification using support vector machines
IAAI'08 Proceedings of the 20th national conference on Innovative applications of 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
Computational Statistics & Data Analysis
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
Leave-one-out support vector machines
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
A brief introduction to boosting
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Avoidance of model re-induction in SVM-based feature selection for text categorization
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Subtree mining for question classification problem
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Shape recognition for Irish sign language understanding
SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
Expert Systems with Applications: An International Journal
MAMECTIS'09 Proceedings of the 11th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
Proceedings of the ACM SIGOPS 22nd symposium on Operating systems principles
Automatic identification of discourse moves in scientific article introductions
EANL '08 Proceedings of the Third Workshop on Innovative Use of NLP for Building Educational Applications
Opinion and Relationship Mining in Online Forums
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
COMPSAC '09 Proceedings of the 2009 33rd Annual IEEE International Computer Software and Applications Conference - Volume 02
DRILA: a distributed relational inductive learning algorithm
WSEAS Transactions on Computers
Modelling of a SISO and MIMO non linear communication channel using two modelling techniques
WSEAS Transactions on Circuits and Systems
Topology- and error-driven extension of scalar functions from surfaces to volumes
ACM Transactions on Graphics (TOG)
Integrated access to legal literature through automated semantic classification
Artificial Intelligence and Law
Semantic document classification and keyword spotting in digital repositories
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Learning from imbalanced data in surveillance of nosocomial infection
Artificial Intelligence in Medicine
A novel method for automated EMG decomposition and MUAP classification
Artificial Intelligence in Medicine
Bio-medical entity extraction using support vector machines
Artificial Intelligence in Medicine
Computational Biology and Chemistry
Socializing or knowledge sharing?: characterizing social intent in community question answering
Proceedings of the 18th ACM conference on Information and knowledge management
Chinese deterministic dependency analysis with consideration of long-distance dependency
ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control
Machine vision for automating visual condition monitoring of railway sleepers
ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control
Pattern recognition techniques for automatic detection of suspicious-looking anomalies in mammograms
Computer Methods and Programs in Biomedicine
Computer Vision and Image Understanding - Special issue on eye detection and tracking
Detecting opinion leaders and trends in online social networks
Proceedings of the 2nd ACM workshop on Social web search and mining
PathMiner: a web-based tool for computer-assisted diagnostics in pathology
IEEE Transactions on Information Technology in Biomedicine
Heartbeat time series classification with support vector machines
IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Machine learning for event selection in high energy physics
Engineering Applications of Artificial Intelligence
Margin calibration in SVM class-imbalanced learning
Neurocomputing
Short-term prediction models for server management in Internet-based contexts
Decision Support Systems
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
Fast and efficient strategies for model selection of Gaussian support vector machine
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Circuits and Systems Part I: Regular Papers
A growing and pruning method for radial basis function networks
IEEE Transactions on Neural Networks
Softdoublemaxminover: perceptron-like training of support vector machines
IEEE Transactions on Neural Networks
A novel geometric approach to binary classification based on scaled convex hulls
IEEE Transactions on Neural Networks
Learning Deep Architectures for AI
Foundations and Trends® in Machine Learning
A Rotary-wing Unmanned Air Vehicle for Aquatic Weed Surveillance and Management
Journal of Intelligent and Robotic Systems
Support vector machine for classification based on fuzzy training data
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Evaluating Soft Computing Techniques for Path Loss Estimation in Urban Environments
Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Perspectives on social tagging
Journal of the American Society for Information Science and Technology
Problem classification method to enhance the ITIL incident and problem
IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
A Fast BMU Search for Support Vector Machine
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Automated Behavioral Fingerprinting
RAID '09 Proceedings of the 12th International Symposium on Recent Advances in Intrusion Detection
On the Use of the Adjusted Rand Index as a Metric for Evaluating Supervised Classification
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Player Modeling for Intelligent Difficulty Adjustment
DS '09 Proceedings of the 12th International Conference on Discovery Science
Feature Selection via Maximizing Neighborhood Soft Margin
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
OTM '09 Proceedings of the Confederated International Conferences, CoopIS, DOA, IS, and ODBASE 2009 on On the Move to Meaningful Internet Systems: Part I
Improved Online Support Vector Machines Spam Filtering Using String Kernels
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
HMM Approach for Classifying Protein Structures
FGIT '09 Proceedings of the 1st International Conference on Future Generation Information Technology
Active Learning Image Spam Hunter
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: 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
Fast multi-reference motion estimation via statistical learning for H.264/AVC
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Fast detection of retail fraud using polar touch buttons
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Steganalysis of LSB based image steganography using spatial and frequency domain features
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Efficient kernels for sentence pair classification
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Polynomial to linear: efficient classification with conjunctive features
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Automatic content-based categorization of Wikipedia articles
People's Web '09 Proceedings of the 2009 Workshop on The People's Web Meets NLP: Collaboratively Constructed Semantic Resources
Gait recognition based on multiple views fusion of wavelet descriptor and human skeleton model
VECIMS'09 Proceedings of the 2009 IEEE international conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Percept-related cortical induced activity during bistable perception
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Circuit implementation of SVM training
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A support vector hierarchical method for multi-class classification and rejection
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
The multiple pairs SMO: a modified SMO algorithm for the acceleration of the SVM training
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Trouble condition sign discovery based on support vector machines for hydroelectric power plants
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Learning using hidden information (learning with teacher)
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
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
Data classification with a generalized Gaussian components based density estimation algorithm
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Reducing the run-time complexity of support vector data descriptions
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Transmembrane segments prediction and understanding using support vector machine and decision tree
Expert Systems with Applications: An International Journal
A study of Taiwan's issuer credit rating systems using support vector machines
Expert Systems with Applications: An International Journal
Kernel methods for short-term portfolio management
Expert Systems with Applications: An International Journal
Effective segmentation and classification for HCC biopsy images
Pattern Recognition
Hybrid off-line OCR for isolated handwritten Greek characters
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
A modified algorithm for nonconvex support vector classification
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
SVR-PAIRWISE method to predict MHC-II binding peptides
International Journal of Bioinformatics Research and Applications
Progressive refinement for support vector machines
Data Mining and Knowledge Discovery
Optimal model of agricultural structure
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Real-time highway accident prediction based on support vector machines
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Gas quantitative analysis with support vector machine
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Learning with generalization capability by kernel methods of bounded complexity
Journal of Complexity
A new design method for linguistically understandable fuzzy classifier
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
An experimental analysis of the impact of accuracy degradation in SVM classification
International Journal of Computational Intelligence Studies
Face recognition using PCA and SVM
ASID'09 Proceedings of the 3rd international conference on Anti-Counterfeiting, security, and identification in communication
IEEE Transactions on Intelligent Transportation Systems
A novel system for predicting plant protein kinase superfamily by using machine learning methodology
ISB '10 Proceedings of the International Symposium on Biocomputing
Design of a modified one-against-all SVM classifier
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Predicting stock trends through technical analysis and nearest neighbor classification
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Interactive emotion recognition using support vector machine for human-robot interaction
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Extracting Chinese question-answer pairs from online forums
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Improved classification based on predictive association rules
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Binarized Support Vector Machines
INFORMS Journal on Computing
Designing Model Based Classifiers by Emphasizing Soft Targets
Fundamenta Informaticae - Advances in Artificial Intelligence and Applications
Feature extraction and recognition of landmine
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Resource Management Strategies for the Mobile Web
Mobile Networks and Applications
Activated automotive control of continuous voice using sequential feature segmentation
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Feature selection for content-based, time-varying musical emotion regression
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
Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications
International Journal of Approximate Reasoning
Music emotion classification and context-based music recommendation
Multimedia Tools and Applications
Improved feature reduction in input and feature spaces
Pattern Recognition
Automatic model selection for the optimization of SVM kernels
Pattern Recognition
Adaptive training of a kernel-based nonlinear discriminator
Pattern Recognition
A GMM-IG framework for selecting genes as expression panel biomarkers
Artificial Intelligence in Medicine
TSVR: An efficient Twin Support Vector Machine for regression
Neural Networks
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Taiwanese 3G mobile phone demand forecasting by SVR with hybrid evolutionary algorithms
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Review: Using support vector machines in diagnoses of urological dysfunctions
Expert Systems with Applications: An International Journal
Biometrics-based identifiers for digital identity management
Proceedings of the 9th Symposium on Identity and Trust on the Internet
A divide-and-conquer approach to the pairwise opposite class-nearest neighbor (POC-NN) algorithm
Pattern Recognition Letters
A hybrid optimization strategy for simplifying the solutions of support vector machines
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
Robustness and Regularization of Support Vector Machines
The Journal of Machine Learning Research
Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization
The Journal of Machine Learning Research
Margin-based Ranking and an Equivalence between AdaBoost and RankBoost
The Journal of Machine Learning Research
The P-Norm Push: A Simple Convex Ranking Algorithm that Concentrates at the Top of the List
The Journal of Machine Learning Research
Bundle Methods for Regularized Risk Minimization
The Journal of Machine Learning Research
Stability Bounds for Stationary φ-mixing and β-mixing Processes
The Journal of Machine Learning Research
A study of tuning hyperparameters for support vector machines
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI
Tornado detection with support vector machines
ICCS'03 Proceedings of the 2003 international conference on Computational science
Expediting model selection for support vector machines based on an advanced data reduction algorithm
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
A ROC-based reject rule for support vector machines
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Sequential approximation method in multi-objective optimization using aspiration level approach
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Automatic car parking: a reinforcement learning approach
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
A neural approach to extended logic programs
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Towards automated classifier combination for pattern recognition
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
On a new class of framelet kernels for support vector regression and regularization networks
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Support vector machine classifiers for asymmetric proximities
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Functional classification of ornamental stone using machine learning techniques
Journal of Computational and Applied Mathematics
Separation of data via concurrently determined discriminant functions
TAMC'07 Proceedings of the 4th international conference on Theory and applications of models of computation
Real-time face detection using illumination invariant features
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Suboptimality of penalized empirical risk minimization in classification
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
Browsing and sorting digital pictures using automatic image classification and quality analysis
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
A new multi-class support vector machine with multi-sphere in the feature space
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
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
Implementation of vision based walking assistant system for biped robot
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
A modified SVM classification algorithm for data of variable quality
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
Transductive reliability estimation for kernel based classifiers
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
A support vector machine approach to dutch part-of-speech tagging
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
Analysis of the distance between two classes for tuning SVM hyperparameters
IEEE Transactions on Neural Networks
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Resilient approximation of kernel classifiers
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
A novel and efficient method for testing non linear separability
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Real-time foreground-background segmentation using adaptive support vector machine algorithm
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
High throughput analysis of breast cancer specimens on the grid
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
Ensemble approaches of support vector machines for multiclass classification
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Learning in computer vision: some thoughts
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Statistic learning and intrusion detection
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Blurred image detection and classification
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
Support vector regression based hybrid rule extraction methods for forecasting
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A learning method for the class imbalance problem with medical data sets
Computers in Biology and Medicine
Handwritten character recognition through two-stage foreground sub-sampling
Pattern Recognition
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
GLRT based fault detection in sensor drift monitoring system
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
An improved fuzzy support vector machine for credit rating
NPC'07 Proceedings of the 2007 IFIP international conference on Network and parallel computing
Techniques for solving the large-scale classification problem in Chinese handwriting recognition
SACH'06 Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition
Optimising multiple kernels for SVM by genetic programming
EvoCOP'08 Proceedings of the 8th European conference on Evolutionary computation in combinatorial optimization
Automatic combination of formal intervention plans using SDA* representation model
AIME'07 Proceedings of the 2007 conference on Knowledge management for health care procedures
Learning with kernels and logical representations
Probabilistic inductive logic programming
Application of SVM based on rough sets to short-term load forecasting
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
L2 regularization for learning kernels
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
A learning method of support vector machine based on particle filters
ICNC'09 Proceedings of the 5th international conference on Natural computation
Amulti-instance model for software quality estimation in OO systems
ICNC'09 Proceedings of the 5th international conference on Natural computation
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
An improved distinguishing different vowel sounds of language approach
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Using support vector machines and rough sets theory for classifying faulty types of diesel engine
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
Efficient learning and feature selection in high-dimensional regression
Neural Computation
A comparison of data preparation approaches for e-mail categorisation
International Journal of Intelligent Information and Database Systems
Privacy-preserving support vector machine classification
International Journal of Intelligent Information and Database Systems
Nonparametric obstruction detection for UWB localization
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
A support vector machine with forgetting factor and its statistical properties
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
Multiple order gradient feature for macro-invertebrate identification using support vector machines
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Accurate prediction of financial distress of companies with machine learning algorithms
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Characterizing an unknown pollution source in groundwater resources systems using PSVM and PNN
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
New clustering algorithms for the support vector machine based hierarchical classification
Pattern Recognition Letters
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Effective self-training author name disambiguation in scholarly digital libraries
Proceedings of the 10th annual joint conference on Digital libraries
Cat face detection with two heterogeneous features
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Random projections for face detection under resource constraints
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Efficient and robust music identification with weighted finite-state transducers
IEEE Transactions on Audio, Speech, and Language Processing
A division algebraic framework for multidimensional support vector regression
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Using unsupervised analysis to constrain generalization bounds for support vector classifiers
IEEE Transactions on Neural Networks
A maximizing-discriminability-based self-organizing fuzzy network for classification problems
IEEE Transactions on Fuzzy Systems
Quasi-supervised learning for biomedical data analysis
Pattern Recognition
A study of spam filtering using support vector machines
Artificial Intelligence Review
Energy-based blob analysis for improving precision of skin segmentation
Multimedia Tools and Applications
FSVM-CIL: fuzzy support vector machines for class imbalance learning
IEEE Transactions on Fuzzy Systems - Special section on computing with words
IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering
Improvement to speech-music discrimination using sinusoidal model based features
Multimedia Tools and Applications
A greedy algorithm for gene selection based on SVM and correlation
International Journal of Bioinformatics Research and Applications
Proximity queries using separating bounding volumes
International Journal of Computer Applications in Technology
A ν-twin support vector machine (ν-TSVM) classifier and its geometric algorithms
Information Sciences: an International Journal
Patent classification system using a new hybrid genetic algorithm support vector machine
Applied Soft Computing
Least squares twin support vector hypersphere (LS-TSVH) for pattern recognition
Expert Systems with Applications: An International Journal
EEG signal classification using PCA, ICA, LDA and support vector machines
Expert Systems with Applications: An International Journal
A novel fault diagnosis model research for electronic circuit
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 2
A new optimization identification method for fault diagnosis
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 2
ECG signal monitoring using one-class support vector machine
AEE'10 Proceedings of the 9th WSEAS international conference on Applications of electrical engineering
A meta-heuristic approach for improving the accuracy in some classification algorithms
Computers and Operations Research
Trainable blotch detection on high resolution archive films minimizing the human interaction
Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
Noise reduction for instance-based learning with a local maximal margin approach
Journal of Intelligent Information Systems
WSEAS Transactions on Computers
Margin perceptron for word sense disambiguation
Proceedings of the 2010 Symposium on Information and Communication Technology
Discrete visual features modeling via leave-one-out likelihood estimation and applications
Journal of Visual Communication and Image Representation
Non-rigid shape recognition for sign language understanding
WSEAS TRANSACTIONS on SYSTEMS
Multi-class support vector machine classifier in EMG diagnosis
WSEAS Transactions on Signal Processing
Radar target recognition based on KLLE and a KNRD classifier
WSEAS Transactions on Signal Processing
NLOS identification and mitigation for localization based on UWB experimental data
IEEE Journal on Selected Areas in Communications - Special issue on simple wireless sensor networking solutions
Feature selection in the Laplacian support vector machine
Computational Statistics & Data Analysis
A hybrid SVM based decision tree
Pattern Recognition
Soft fuzzy rough sets for robust feature evaluation and selection
Information Sciences: an International Journal
Employing multiple-kernel support vector machines for counterfeit banknote recognition
Applied Soft Computing
Optimizing the kernel selection for support vector machines using performance measures
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
A Bayesian method for robust estimation of distributional similarities
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Bridging SMT and TM with translation recommendation
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
Fast and Scalable Local Kernel Machines
The Journal of Machine Learning Research
Information and Software Technology
A Newborn Screening System Based on Service-Oriented Architecture Embedded Support Vector Machine
Journal of Medical Systems
Journal of Medical Systems
Midpoint-validation algorithm for support vector machine classification
Artificial Life and Robotics
Computers and Electronics in Agriculture
Large-margin classification in infinite neural networks
Neural Computation
SVM-based supervised and unsupervised classification schemes
WSEAS Transactions on Computers
Semantic relations for problem-oriented medical records
Artificial Intelligence in Medicine
Supervised learning based power management for multicore processors
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
How effective is Tabu search to configure support vector regression for effort estimation?
Proceedings of the 6th International Conference on Predictive Models in Software Engineering
On spectral windows in supervised learning from data
Information Processing Letters
A modified support vector machine and its application to image segmentation
Image and Vision Computing
Cuisine: Classification using stylistic feature sets and-or name-based feature sets
Journal of the American Society for Information Science and Technology
A Combination Approach to Web User Profiling
ACM Transactions on Knowledge Discovery from Data (TKDD)
Improved natural language learning via variance-regularization support vector machines
CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning
Modeling organization in student essays
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Constructing classification features using minimal predictive patterns
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Large margin classifiers based on affine hulls
Neurocomputing
The ShareGrid Peer-to-Peer Desktop Grid: Infrastructure, Applications, and Performance Evaluation
Journal of Grid Computing
Bridging low-level features and high-level semantics via fMRI brain imaging for video classification
Proceedings of the international conference on Multimedia
International Journal of Data Mining and Bioinformatics
ICADL'10 Proceedings of the role of digital libraries in a time of global change, and 12th international conference on Asia-Pacific digital libraries
Extraction of signals with specific temporal structure using kernel methods
IEEE Transactions on Signal Processing
Expert Systems with Applications: An International Journal
Computers and Electronics in Agriculture
Spam email filtering using network-level properties
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
An initial study of gain-scheduling controller design for NCS using delay statistical model
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Semi-supervised learning from only positive and unlabeled data using entropy
WAIM'10 Proceedings of the 11th international conference on Web-age information management
Margin based sample weighting for stable feature selection
WAIM'10 Proceedings of the 11th international conference on Web-age information management
Automatic authorship attribution for texts in croatian language using combinations of features
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part II
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
Correlation features and a linear transform specific reproducing kernel
TSD'10 Proceedings of the 13th international conference on Text, speech and dialogue
PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics
Consensus of ambiguity: theory and application of active learning for biomedical image analysis
PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics
Training support vector data descriptors using converging linear particle swarm optimization
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I
ICA-based automatic classification of magnetic resonance images from ADNI data
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
A new tree kernel based on SOM-SD
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Multi-class sparse Bayesian regression for neuroimaging data analysis
MLMI'10 Proceedings of the First international conference on Machine learning in medical imaging
MICCAI'10 Proceedings of the 2010 international conference on Prostate cancer imaging: computer-aided diagnosis, prognosis, and intervention
Robotics and Computer-Integrated Manufacturing
Recovering "lack of words" in text categorization for item banks
COMPSAC-W'05 Proceedings of the 29th annual international conference on Computer software and applications conference
Using local alignments for relation recognition
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
Wheelchair detection using cascaded decision tree
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
Twin SVM for gesture classification using the surface electromyogram
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
Fast H.264 encoding based on statistical learning
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Sketch-based interfaces: exploiting spatio-temporal context for automatic stroke grouping
SG'10 Proceedings of the 10th international conference on Smart graphics
On the effectiveness of gene selection for microarray classification methods
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Engineering Applications of Artificial Intelligence
Prototype sample selection based on minimization of the complete cross validation functional
Pattern Recognition and Image Analysis
A comprehensive approach to image spam detection: from server to client solution
IEEE Transactions on Information Forensics and Security
Active learning from stream data using optimal weight classifier ensemble
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Computers and Electronics in Agriculture
Computers in Biology and Medicine
The robust and efficient adaptive normal direction support vector regression
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A support vector machine-based model for detecting top management fraud
Knowledge-Based Systems
A novel robust kernel for visual learning problems
Neurocomputing
Using syslog message sequences for predicting disk failures
LISA'10 Proceedings of the 24th international conference on Large installation system administration
Test-cost sensitive classification using greedy algorithm on training data
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
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
Combination of EEG complexity and spectral analysis for epilepsy diagnosis and seizure detection
EURASIP Journal on Advances in Signal Processing
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
SVR with hybrid chaotic genetic algorithms for tourism demand forecasting
Applied Soft Computing
Control chart pattern recognition using a novel hybrid intelligent method
Applied Soft Computing
Multimodel decision support system for psychiatry problem
Expert Systems with Applications: An International Journal
A tool for design pattern detection and software architecture reconstruction
Information Sciences: an International Journal
Document assignment in multi-site search engines
Proceedings of the fourth ACM international conference on Web search and data mining
Evaluations of multi-learner approaches for concept indexing in video documents
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
First and Second Order SMO Algorithms for LS-SVM Classifiers
Neural Processing Letters
On Learning and Cross-Validation with Decomposed Nyström Approximation of Kernel Matrix
Neural Processing Letters
Computer Science - Research and Development
Condensed vector machines: learning fast machine for large data
IEEE Transactions on Neural Networks
Utilizing fuzzy-SVM and a subject database to reduce the calibration time of P300-based BCI
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Aggregating low-level features for human action recognition
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Machine Learning versus Knowledge Based Classification of Legal Texts
Proceedings of the 2010 conference on Legal Knowledge and Information Systems: JURIX 2010: The Twenty-Third Annual Conference
ICA based Algorithms for Flaw Classification in Pulsed Eddy Current Data: A Study
Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
The application of rough set and Mahalanobis distance to enhance the quality of OSA diagnosis
Expert Systems with Applications: An International Journal
Reducing dimensionality in a database of sleep EEG arousals
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Short Communication: The prediction of promoter sequences based on the chemical features
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A novel method for bilingual web page acquisition from search engine web records
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Integrating N-best SMT outputs into a TM system
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Optimal feature retrieval for classification of non-stationary Power Quality disturbances
International Journal of Artificial Intelligence and Soft Computing
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Multi-objective evolutionary algorithms for feature selection: application in bankruptcy prediction
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Ethnicity estimation with facial images
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Rapid layout pattern classification
Proceedings of the 16th Asia and South Pacific Design Automation Conference
A combination system for prediction of Chinese Materia Medica properties
Computer Methods and Programs in Biomedicine
Incrementally maintaining classification using an RDBMS
Proceedings of the VLDB Endowment
The Journal of Machine Learning Research
Multitask Sparsity via Maximum Entropy Discrimination
The Journal of Machine Learning Research
Social Services Computing: Concepts, Research Challenges, and Directions
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An automatic diabetes diagnosis system based on LDA-Wavelet Support Vector Machine Classifier
Expert Systems with Applications: An International Journal
Turn-taking cues in task-oriented dialogue
Computer Speech and Language
A learning-based contrarian trading strategy via a dual-classifier model
ACM Transactions on Intelligent Systems and Technology (TIST)
LIBSVM: A library for support vector machines
ACM Transactions on Intelligent Systems and Technology (TIST)
Sparse hidden-dynamics conditional random fields for user intent understanding
Proceedings of the 20th international conference on World wide web
iVolBrush: an intelligent interactive tool for efficient volume selection and editing
Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
Dynamic pattern denoising method using multi-basin system with kernels
Pattern Recognition
Letters: Reduced twin support vector regression
Neurocomputing
Maximal Discrepancy for Support Vector Machines
Neurocomputing
Neurocomputing
Large-scale training of SVMs with automata kernels
CIAA'10 Proceedings of the 15th international conference on Implementation and application of automata
Comparison of soft-computing techniques for classification of intrusion-detection
MMES'10 Proceedings of the 2010 international conference on Mathematical models for engineering science
Subset selection for efficient SVM tracking
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
A novel support vector classifier with better rejection performance
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
International Journal of Information and Communication Technology
An effective procedure exploiting unlabeled data to build monitoring system
Expert Systems with Applications: An International Journal
A machine learning approach to classify vigilance states in rats
Expert Systems with Applications: An International Journal
Adapting centroid classifier for document categorization
Expert Systems with Applications: An International Journal
Modified map search engine: geographical features extraction for ranking of modified maps
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
An Iterative Method for Deciding SVM and Single Layer Neural Network Structures
Neural Processing Letters
Investigating the use of Support Vector Regression for web effort estimation
Empirical Software Engineering
Natural Computing: an international journal
Robustness and correction of linear models
Automation and Remote Control
Analyzing and integrating dependency parsers
Computational Linguistics
Determining malicious executable distinguishing attributes and low-complexity detection
Journal in Computer Virology
Computers in Biology and Medicine
Inductive probabilistic taxonomy learning using singular value decomposition
Natural Language Engineering
A k-plane clustering algorithm for identification of hybrid systems
ACMOS'06 Proceedings of the 8th WSEAS international conference on Automatic control, modeling & simulation
Automatic digital modulation identification in dispersive channels
TELE-INFO'06 Proceedings of the 5th WSEAS international conference on Telecommunications and informatics
Support vector machines and eddy-current tests for flaws characterisation in thin metallic plates
ICECS'05 Proceedings of the 4th WSEAS international conference on Electronics, control and signal processing
Expert Systems with Applications: An International Journal
Feature selection for support vector machine-based face-iris multimodal biometric system
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
International Journal of Approximate Reasoning
Information fusion and person authentication using face and fingerprint data
CONTROL'05 Proceedings of the 2005 WSEAS international conference on Dynamical systems and control
The analysis of a faster algorithm for support vector machine-based classification
ICCOMP'10 Proceedings of the 14th WSEAS international conference on Computers: part of the 14th WSEAS CSCC multiconference - Volume I
Training linear ranking SVMs in linearithmic time using red-black trees
Pattern Recognition Letters
Computers and Electronics in Agriculture
Computers and Industrial Engineering
SoftDoubleMinOver: a simple procedure for maximum margin classification
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Region-based annotation of digital photographs
CCIW'11 Proceedings of the Third international conference on Computational color imaging
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
Support Vector Machines with the Ramp Loss and the Hard Margin Loss
Operations Research
A novel virtual sample generation method based on Gaussian distribution
Knowledge-Based Systems
Support vector regression based shear strength modelling of deep beams
Computers and Structures
Robust Feature Selection for Microarray Data Based on Multicriterion Fusion
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Sentence to document level emotion tagging - a coarse-grained study on Bengali Blogs
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Multi-modal, multi-resource methods for placing Flickr videos on the map
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Image retrieval systems based on compact shape descriptor and relevance feedback information
Journal of Visual Communication and Image Representation
AdaBoost classifiers for pecan defect classification
Computers and Electronics in Agriculture
Monthly streamflow forecasting based on improved support vector machine model
Expert Systems with Applications: An International Journal
A subspace decision cluster classifier for text classification
Expert Systems with Applications: An International Journal
Support Vector Machine incorporated with feature discrimination
Expert Systems with Applications: An International Journal
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
Mining learning-dependency between knowledge units from text
The VLDB Journal — The International Journal on Very Large Data Bases
Tandem decoding of children's speech for keyword detection in a child-robot interaction scenario
ACM Transactions on Speech and Language Processing (TSLP)
Sentiment analysis of citations using sentence structure-based features
HLT-SS '11 Proceedings of the ACL 2011 Student Session
Recovering the toolchain provenance of binary code
Proceedings of the 2011 International Symposium on Software Testing and Analysis
Detecting malicious web links and identifying their attack types
WebApps'11 Proceedings of the 2nd USENIX conference on Web application development
A graph approach to spelling correction in domain-centric search
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Consistent translation using discriminative learning: a translation memory-inspired approach
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Developing Position Structure-Based Framework for Chinese Entity Relation Extraction
ACM Transactions on Asian Language Information Processing (TALIP)
Gas sensor drift mitigation using classifier ensembles
Proceedings of the Fifth International Workshop on Knowledge Discovery from Sensor Data
Weighted Markov chain model for musical composer identification
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
sEMG Signal classification for the motion pattern of intelligent bionic artificial limb
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I
Dynamic construction of multilayer neural networks for classification
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I
Maximal-margin approach for cost-sensitive learning based on scaled convex hull
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I
New multi-class classification method based on the SVDD model
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
A probing algorithm for MINLP with failure prediction by SVM
CPAIOR'11 Proceedings of the 8th international conference on Integration of AI and OR techniques in constraint programming for combinatorial optimization problems
Effective sentiment stream analysis with self-augmenting training and demand-driven projection
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Anger recognition in speech using acoustic and linguistic cues
Speech Communication
Balance support vector machines locally using the structural similarity kernel
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Data-driven multi-touch attribution models
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning using on-line algorithms
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Information, Divergence and Risk for Binary Experiments
The Journal of Machine Learning Research
Statistical and wavelet based texture features for fish oocytes classification
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Early detection of potential experts in question answering communities
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
An evolutionary algorithm for gene structure prediction
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II
Comparing machine learning approaches for context-aware composition
SC'11 Proceedings of the 10th international conference on Software composition
Face recognition based on kernelized extreme learning machine
AIS'11 Proceedings of the Second international conference on Autonomous and intelligent systems
Crevasse detection in antarctica using ASTER images
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part II
Development of information filtering systems for disaster prevention
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: users and applications - Volume Part IV
Proceedings of the 15th WSEAS international conference on Systems
An implementation of SVM-based gaze recognition system using advanced eye region detection
ICCSA'11 Proceedings of the 2011 international conference on Computational science and Its applications - Volume Part V
Optimizing linear discriminant error correcting output codes using particle swarm optimization
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Filtering harmful sentences based on three-word co-occurrence
Proceedings of the 8th Annual Collaboration, Electronic messaging, Anti-Abuse and Spam Conference
Efficient supervised optimum-path forest classification for large datasets
Pattern Recognition
Automated annotation of landmark images using community contributed datasets and web resources
SAMT'10 Proceedings of the 5th international conference on Semantic and digital media technologies
Text classification for data loss prevention
PETS'11 Proceedings of the 11th international conference on Privacy enhancing technologies
Textural classification of abdominal aortic aneurysm after endovascular repair: preliminary results
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
Time aware index for link prediction in social networks
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Comparing the one-vs-one and one-vs-all methods in benthic macroinvertebrate image classification
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Transfer learning with adaptive regularizers
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Resource-aware on-line RFID localization using proximity data
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Relation learning: a new approach to face recognition
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Distributed road surface condition monitoring using mobile phones
UIC'11 Proceedings of the 8th international conference on Ubiquitous intelligence and computing
"This sentence is wrong." Detecting errors in machine-translated sentences
Machine Translation
Weighting Efficient Accuracy and Minimum Sensitivity for Evolving Multi-Class Classifiers
Neural Processing Letters
Operators for transforming kernels into quasi-local kernels that improve SVM accuracy
Journal of Intelligent Information Systems
Sleep-wake stages classification and sleep efficiency estimation using single-lead electrocardiogram
Expert Systems with Applications: An International Journal
A computational intelligence scheme for the prediction of the daily peak load
Applied Soft Computing
Fast and accurate pedestrian detection using a cascade of multiple features
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Who wrote this code? identifying the authors of program binaries
ESORICS'11 Proceedings of the 16th European conference on Research in computer security
A general system for automatic biomedical image segmentation using intensity neighborhoods
Journal of Biomedical Imaging
Multiclass sparse Bayesian regression for fMRI-based prediction
Journal of Biomedical Imaging - Special issue on Machine Learning in Medical Imaging
Robust and fast contrast inflow detection for 2D X-ray fluoroscopy
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part I
The relevance voxel machine (RVoxM): A Bayesian method for image-based prediction
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Border pairs method - constructive MLP learning classification algorithm
ICAIS'11 Proceedings of the Second international conference on Adaptive and intelligent systems
Active learning for sparse least squares support vector machines
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
Training neural networks by rational weight functions
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
One shot similarity metric learning for action recognition
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
Text-based CAPTCHA strengths and weaknesses
Proceedings of the 18th ACM conference on Computer and communications security
ReVision: automated classification, analysis and redesign of chart images
Proceedings of the 24th annual ACM symposium on User interface software and technology
Recognition of Arabic (Indian) bank check digits using log-gabor filters
Applied Intelligence
Expert Systems with Applications: An International Journal
Possibilistic network-based classifiers: on the reject option and concept drift issues
SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management
Domain adaptation in regression
ALT'11 Proceedings of the 22nd international conference on Algorithmic learning theory
Robust classification ensemble method for microarray data
International Journal of Data Mining and Bioinformatics
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
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
Topic sentiment analysis in twitter: a graph-based hashtag sentiment classification approach
Proceedings of the 20th ACM international conference on Information and knowledge management
Generating links to background knowledge: a case study using narrative radiology reports
Proceedings of the 20th ACM international conference on Information and knowledge management
Learning kernels with upper bounds of leave-one-out error
Proceedings of the 20th ACM international conference on Information and knowledge management
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
An automated vision system for container-code recognition
Expert Systems with Applications: An International Journal
A novel method for automatic modulation recognition
Applied Soft Computing
Fuzzy SVM with a New Fuzzy Membership Function to Solve the Two-Class Problems
Neural Processing Letters
Modeling social strength in social media community via kernel-based learning
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Application of machine learning methods to spatial interpolation of environmental variables
Environmental Modelling & Software
A simplified multi-class support vector machine with reduced dual optimization
Pattern Recognition Letters
Experiments with random projection
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
An uncertainty framework for classification
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Analyzing emotional semantics of abstract art using low-level image features
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
Improved conjugate gradient implementation for least squares support vector machines
Pattern Recognition Letters
Determining manufacturing parameters to suppress system variance using linear and non-linear models
Expert Systems with Applications: An International Journal
Drosophila Gene Expression Pattern Annotation through Multi-Instance Multi-Label Learning
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Stable Gene Selection from Microarray Data via Sample Weighting
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Kernel Analysis of Deep Networks
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
A novel multispectral imaging analysis method for white blood cell detection
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
An application of support vector machines for customer churn analysis: credit card case
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Automatic hierarchical classification of structured deep web databases
WISE'06 Proceedings of the 7th international conference on Web Information Systems
A weighting initialization strategy for weighted support vector machines
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Using semi-supervised learning for question classification
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Using PCA to improve the generation of speech keys
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Solving semi-infinite linear programs using boosting-like methods
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
Learning linearly separable languages
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
A study of SVM using a combination of the online learning method and the midpoint-validation method
Artificial Life and Robotics
Learning to Infer the Status of Heavy-Duty Sensors for Energy-Efficient Context-Sensing
ACM Transactions on Intelligent Systems and Technology (TIST)
Combining pairwise coupling classifiers using individual logistic regressions
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Adaptive color space switching based approach for face tracking
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Forecasting electricity demand by hybrid machine learning model
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Local linear approximation for kernel methods: the railway kernel
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Improving SVM training by means of NTIL when the data sets are imbalanced
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Learning students' learning patterns with support vector machines
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Identifying historical period and ethnic origin of documents using stylistic feature sets
DS'06 Proceedings of the 9th international conference on Discovery Science
Structured output prediction with support vector machines
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Support vector machines for mathematical symbol recognition
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
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
Task decomposition using geometric relation for min-max modular SVMs
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Support vector regression for software reliability growth modeling and prediction
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Active learning with irrelevant examples
ECML'06 Proceedings of the 17th European conference on Machine Learning
Evaluating feature selection for SVMs in high dimensions
ECML'06 Proceedings of the 17th European conference on Machine Learning
Base vector selection for support vector machine
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Face detection using kernel PCA and imbalanced SVM
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
A fuzzy integral method of applying support vector machine for multi-class problem
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Combined gene selection methods for microarray data analysis
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Active learning with semi-automatic annotation for extractive speech summarization
ACM Transactions on Speech and Language Processing (TSLP)
Extracting initial and reliable negative documents to enhance classification performance
KDLL'06 Proceedings of the 2006 international conference on Knowledge Discovery in Life Science Literature
BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications
Improving baby caring with automatic infant cry recognition
ICCHP'06 Proceedings of the 10th international conference on Computers Helping People with Special Needs
Understanding protein structure prediction using SVM_DT
ISPA'05 Proceedings of the 2005 international conference on Parallel and Distributed Processing 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
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Large scale multikernel RVM for object detection
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
An analysis of linear weight updating algorithms for text classification
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
Training support vector machines via SMO-type decomposition methods
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
An analysis of the anti-learning phenomenon for the class symmetric polyhedron
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
Transductive support vector machines using simulated annealing
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Input selection for support vector machines using genetic algorithms
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Constructing multi-resolution support vector regression modelling
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
The application of extended geodesic distance in head poses estimation
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Unifying divergence minimization and statistical inference via convex duality
COLT'06 Proceedings of the 19th annual conference on Learning Theory
Optimal oracle inequality for aggregation of classifiers under low noise condition
COLT'06 Proceedings of the 19th annual conference on Learning Theory
Image annotation for adaptive enhancement of uncalibrated color images
VISUAL'05 Proceedings of the 8th international conference on Visual Information and Information Systems
Comparison of multiclass SVM decomposition schemes for visual object recognition
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Object recognition using local characterisation and zernike moments
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Specification retrieval – how to find attribute-value information on the web
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Chinese chunk identification using SVMs plus sigmoid
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Automatic categorization for WWW images with applications for retrieval navigation
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Differentiation of syndromes with SVM
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Support vector machines for regression and applications to software quality prediction
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
A real-time mathematical computer method for potato inspection using machine vision
Computers & Mathematics with Applications
Computers and Electronics in Agriculture
Learning Bayesian network classifiers by risk minimization
International Journal of Approximate Reasoning
Facial expressions in American sign language: Tracking and recognition
Pattern Recognition
A hybrid ensemble approach for enterprise credit risk assessment based on Support Vector Machine
Expert Systems with Applications: An International Journal
A comparison of regression methods for remote tracking of Parkinson's disease progression
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
PSSP with dynamic weighted kernel fusion based on SVM-PHGS
Knowledge-Based Systems
Combining wearable and environmental sensing into an unobtrusive tool for long-term sleep studies
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
S-transform based LS-SVM recognition method for identification of PQ disturbances
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Least squares support vector machines for bandwidth reservation in wireless IP networks
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
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
Comparison of novel dimension reduction methods in face verification
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Design of a digital library for early 20th century medico-legal documents
ECDL'06 Proceedings of the 10th European conference on Research and Advanced Technology for Digital Libraries
SVM classifier incorporating feature selection using GA for spam detection
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
Analysing part-of-speech for portuguese text classification
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
SLIT: designing complexity penalty for classification and regression trees using the SRM principle
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
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
A new proximal support vector machine for semi-supervised classification
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Speech event detection using support vector machines
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
Affirmative cue words in task-oriented dialogue
Computational Linguistics
Automatic extraction for creating a lexical repository of abbreviations in the biomedical literature
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
"I loan because...": understanding motivations for pro-social lending
Proceedings of the fifth ACM international conference on Web search and data mining
Adaptive constraint reduction for convex quadratic programming
Computational Optimization and Applications
MaxMinOver regression: a simple incremental approach for support vector function approximation
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Text classification: combining grouping, LSA and kNN vs support vector machine
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Nature inspiration for support vector machines
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Tree-structured conditional random fields for semantic annotation
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Cryptographic-speech-key generation architecture improvements
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
The huller: a simple and efficient online SVM
ECML'05 Proceedings of the 16th European conference on Machine Learning
Design and implementation of an ontology algorithm for web documents classification
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part IV
Building an automated SOAP classifier for emergency department reports
Journal of Biomedical Informatics
Inferring a graph from path frequency
CPM'05 Proceedings of the 16th annual conference on Combinatorial Pattern Matching
Recommender systems using support vector machines
ICWE'05 Proceedings of the 5th international conference on Web Engineering
A novel web page categorization algorithm based on block propagation using query-log information
WAIM '06 Proceedings of the 7th international conference on Advances in Web-Age Information Management
Statistical learning approaches with application to face detection
ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
Computational and statistical methods in bioinformatics
AM'03 Proceedings of the Second international conference on Active Mining
Sentence role identification in medline abstracts: training classifier with structured abstracts
AM'03 Proceedings of the Second international conference on Active Mining
Active learning for probabilistic neural networks
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
Eigenspectra versus eigenfaces: classification with a kernel-based nonlinear representor
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Prediction of protein subcellular locations using support vector machines
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
iASA: learning to annotate the semantic web
Journal on Data Semantics IV
Embedding time series data for classification
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Term graph model for text classification
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
A new support vector machine for data mining
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Face verification advances using spatial dimension reduction methods: 2DPCA & SVM
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Natural Language Engineering
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
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Spatial approach to pose variations in face verification
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
A supervised clustering approach for fMRI-based inference of brain states
Pattern Recognition
An online AUC formulation for binary classification
Pattern Recognition
Computer Standards & Interfaces
Expert Systems with Applications: An International Journal
Extraction of gene/protein interaction from text documents with relation kernel
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
A multilingual SVM-based question classification system
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
A new PU learning algorithm for text classification
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
A comparative study on machine learning techniques for prediction of success of dental implants
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Extensions of the informative vector machine
Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Twitter catches the flu: detecting influenza epidemics using Twitter
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Relation extraction using support vector machine
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Gabor wavelet-based eyes and mouth detection algorithm
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
The effect of attribute scaling on the performance of support vector machines
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Semantic annotation using horizontal and vertical contexts
ASWC'06 Proceedings of the First Asian conference on The Semantic Web
Kernel methods for Calmodulin binding and binding site prediction
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Data mining techniques for the screening of age-related macular degeneration
Knowledge-Based Systems
Event detection and classification in video surveillance sequences
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
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
Y-Means: an autonomous clustering algorithm
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
The binary Multi-SVM voting system for protein subcellular localization prediction
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part III
SINAI at CLEF 2004: using machine translation resources with a mixed 2-step RSV merging algorithm
CLEF'04 Proceedings of the 5th conference on Cross-Language Evaluation Forum: multilingual Information Access for Text, Speech and Images
Learning interpretable SVMs for biological sequence classification
RECOMB'05 Proceedings of the 9th Annual international conference on Research in Computational Molecular Biology
ARGEN + AREPO: improving the search process with artificial genetic engineering
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part II
Pattern classification via single spheres
DS'05 Proceedings of the 8th international conference on Discovery Science
Data mining tools: from web to grid architectures
EGC'05 Proceedings of the 2005 European conference on Advances in Grid Computing
A new multi-task learning technique to predict classification of leukemia and prostate cancer
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Johnny: An Autonomous Service Robot for Domestic Environments
Journal of Intelligent and Robotic Systems
An application of swarm intelligence to distributed image retrieval
Information Sciences: an International Journal
Digitizing paper forms with mobile imaging technologies
Proceedings of the 2nd ACM Symposium on Computing for Development
Binary image steganographic techniques classification based on multi-class steganalysis
ISPEC'10 Proceedings of the 6th international conference on Information Security Practice and Experience
Feature selection using SVM probabilistic outputs
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
A new dual ν-support vector machine
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Fast automatic microstructural segmentation of ferrous alloy samples using optimum-path forest
CompIMAGE'10 Proceedings of the Second international conference on Computational Modeling of Objects Represented in Images
Towards automatic functional test execution
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
Cryptographic-speech-key generation using the SVM technique over the lp-cepstral speech space
Nonlinear Speech Modeling and Applications
Transactions on Computational Systems Biology II
Semantic Processing of Legal Texts
A multi-information based gene scoring method for analysis of gene expression data
Transactions on Computational Systems Biology V
What do you want to do next: a novel approach for intent prediction in gaze-based interaction
Proceedings of the Symposium on Eye Tracking Research and Applications
Voice activity detection from gaze in video mediated communication
Proceedings of the Symposium on Eye Tracking Research and Applications
Machine Recognition of Music Emotion: A Review
ACM Transactions on Intelligent Systems and Technology (TIST)
Dynamic Landmarking for Surface Feature Identification and Change Detection
ACM Transactions on Intelligent Systems and Technology (TIST)
Expert Systems with Applications: An International Journal
Linear separability and classification complexity
Expert Systems with Applications: An International Journal
Artificial Intelligence in Medicine
Information Sciences: an International Journal
ECCV'06 Proceedings of the 2006 international conference on Computer Vision in Human-Computer Interaction
Algorithm for generating fuzzy rules for WWW document classification
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
A hybrid method for speeding SVM training
NGITS'06 Proceedings of the 6th international conference on Next Generation Information Technologies and Systems
Improving urban land cover classification using fuzzy image segmentation
Transactions on Computational Science VI
Mobile visual aid tools for users with visual impairments
Mobile Multimedia Processing
Locality preserving projection on source code metrics for improved software maintainability
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Use speech for user's group identification
NLDB'09 Proceedings of the 14th international conference on Applications of Natural Language to Information Systems
PSI'09 Proceedings of the 7th international Andrei Ershov Memorial conference on Perspectives of Systems Informatics
Performances evaluation of GMM-UBM and GMM-SVM for speaker recognition in realistic world
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Making image to class distance comparable
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Comparing and combining spatial dimension reduction methods in face verification
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Rough margin based core vector machine
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
A new emerging pattern mining algorithm and its application in supervised classification
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
The dissimilarity representation for structural pattern recognition
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Using adaptive run length smoothing algorithm for accurate text localization in images
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
A health social network recommender system
PRIMA'11 Proceedings of the 14th international conference on Agents in Principle, Agents in Practice
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
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
RECOMB'06 Proceedings of the 10th annual international conference on Research in Computational Molecular Biology
ACM Transactions on Information Systems (TOIS)
Expert Systems with Applications: An International Journal
Prediction of the mechanical behavior of the Oporto granite using Data Mining techniques
Expert Systems with Applications: An International Journal
Predicting financial distress of the South Korean manufacturing industries
Expert Systems with Applications: An International Journal
Enhanced default risk models with SVM+
Expert Systems with Applications: An International Journal
An improved hybrid approach to face recognition by fusing local and global discriminant features
International Journal of Biometrics
Classification of vehicle type and make by combined features and random subspace ensemble
International Journal of Computational Vision and Robotics
Random projection, margins, kernels, and feature-selection
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Classification of anemia using data mining techniques
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part II
Groundwater level forecasting using SVM-QPSO
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Content-based trust and bias classification via biclustering
Proceedings of the 2nd Joint WICOW/AIRWeb Workshop on Web Quality
Earthquake survivor detection using life signals from radar micro-Doppler
Proceedings of the 1st International Conference on Wireless Technologies for Humanitarian Relief
Performance optimization on a supercomputer with cTuning and the PGI compiler
Proceedings of the 2nd International Workshop on Adaptive Self-Tuning Computing Systems for the Exaflop Era
Dyna: extending datalog for modern AI
Datalog'10 Proceedings of the First international conference on Datalog Reloaded
Balanced-Sampling-Based heterogeneous SVR ensemble for business demand forecasting
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Building implicit dictionaries based on extreme random clustering for modality recognition
MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Cross-lingual knowledge linking across wiki knowledge bases
Proceedings of the 21st international conference on World Wide Web
New objective functions for social collaborative filtering
Proceedings of the 21st international conference on World Wide Web
Power-law distribution in encoded MFCC frames of speech, music, and environmental sound signals
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
Building semantic hierarchies faithful to image semantics
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
SLAR (simultaneous localization and recognition) framework for smart CBIR
PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
Using machines to learn method-specific compilation strategies
CGO '11 Proceedings of the 9th Annual IEEE/ACM International Symposium on Code Generation and Optimization
Autonomous manipulation with a general-purpose simple hand
International Journal of Robotics Research
Wireless Personal Communications: An International Journal
Properties of the solution of L2-Support Vector Machine as a function of regularization parameter
Pattern Recognition and Image Analysis
A Flexible PCB Inspection System Based on Statistical Learning
Journal of Signal Processing Systems
Inferring a graph from path frequency
Discrete Applied Mathematics
Feature selection for MAUC-oriented classification systems
Neurocomputing
Automatica (Journal of IFAC)
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
An intelligent dynamic MRI system for automatic nasal tumor detection
Advances in Fuzzy Systems - Special issue on Hybrid Biomedical Intelligent Systems
Sparse multikernel support vector regression machines trained by active learning
Expert Systems with Applications: An International Journal
Handy: A real-time three color glove-based gesture recognizer with learning vector quantization
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
Cost-effective on-demand associative author name disambiguation
Information Processing and Management: an International Journal
Time-frequency distributions in the classification of epilepsy from EEG signals
Expert Systems with Applications: An International Journal
Using psycholinguistic features for profiling first language of authors
Journal of the American Society for Information Science and Technology
Detection of Outlier Residues for Improving Interface Prediction in Protein Heterocomplexes
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A tool for generating synthetic authorship records for evaluating author name disambiguation methods
Information Sciences: an International Journal
The latent words language model
Computer Speech and Language
Automatic system for identifying and categorizing temporal relations in natural language
International Journal of Intelligent Systems
Probabilistic prediction of protein phosphorylation sites using kernel machines
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Detonation Classification from Acoustic Signature with the Restricted Boltzmann Machine
Computational Intelligence
A clustering technique for the identification of piecewise affine systems
Automatica (Journal of IFAC)
Automated detection and diagnosis of crohn's disease in CT enterography
MICCAI'11 Proceedings of the Third international conference on Abdominal Imaging: computational and Clinical Applications
Combining flat and structured approaches for temporal slot filling or: how much to compress?
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Probabilistic outputs for twin support vector machines
Knowledge-Based Systems
An approach for real-time recognition of online Chinese handwritten sentences
Pattern Recognition
Application of global optimization methods to model and feature selection
Pattern Recognition
Network vulnerability analysis using text mining
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
Two-Step analysis of the fetal heart rate signal as a predictor of distress
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
An experimental study of different ordinal regression methods and measures
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Mathematical and Computer Modelling: An International Journal
A wireless internet interface for person with physical disability
Mathematical and Computer Modelling: An International Journal
Classification of users by using support vector machines
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
A novel classification method based on hypersurface
Mathematical and Computer Modelling: An International Journal
Estimate unlabeled-data-distribution for semi-supervised PU learning
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Improving transcription factor binding site predictions by using randomised negative examples
IPCAT'12 Proceedings of the 9th international conference on Information Processing in Cells and Tissues
Mapping the twitterverse in the developing world: an analysis of social media use in nigeria
SBP'12 Proceedings of the 5th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Computer Methods and Programs in Biomedicine
Sketched symbol recognition with auto-completion
Pattern Recognition
Optimized composition of performance-aware parallel components
Concurrency and Computation: Practice & Experience
Use of machine learning techniques to analyse the risk associated with mine sludge deposits
Mathematical and Computer Modelling: An International Journal
Distribution-aware online classifiers
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Halfway through the semantic gap: Prosemantic features for image retrieval
Information Sciences: an International Journal
Effect of SVM kernel functions on classification of vibration signals of a single point cutting tool
Expert Systems with Applications: An International Journal
Author gender identification from text
Digital Investigation: The International Journal of Digital Forensics & Incident Response
A parsimony fuzzy rule-based classifier using axiomatic fuzzy set theory and support vector machines
Information Sciences: an International Journal
Automatic Detection of the Existence of Subarachnoid Hemorrhage from Clinical CT Images
Journal of Medical Systems
Diagnosis of Several Diseases by Using Combined Kernels with Support Vector Machine
Journal of Medical Systems
A Three-Stage Expert System Based on Support Vector Machines for Thyroid Disease Diagnosis
Journal of Medical Systems
A non-linear quality improvement model using SVR for manufacturing TFT-LCDs
Journal of Intelligent Manufacturing
Journal of Intelligent Manufacturing
Posture detection with body area networks
Proceedings of the 6th International Conference on Body Area Networks
Computerized analysis of fetal heart rate signals as the predictor of neonatal acidemia
Expert Systems with Applications: An International Journal
The nonverbal structure of patient case discussions in multidisciplinary medical team meetings
ACM Transactions on Information Systems (TOIS)
NPAR '12 Proceedings of the Symposium on Non-Photorealistic Animation and Rendering
Artificial Intelligence in Medicine
Cellular automata based on artificial neural network for simulating land use changes
Proceedings of the 45th Annual Simulation Symposium
Computer Methods and Programs in Biomedicine
Identifying Linux bug fixing patches
Proceedings of the 34th International Conference on Software Engineering
Surface Sulfur Detection via Remote Sensing and Onboard Classification
ACM Transactions on Intelligent Systems and Technology (TIST)
Aquatic weed automatic classification using machine learning techniques
Computers and Electronics in Agriculture
Identifying the medical practice after total hip arthroplasty using an integrated hybrid approach
Computers in Biology and Medicine
Genetic Programming and Evolvable Machines
On-line video abstract generation of multimedia news
Multimedia Tools and Applications
Linear support vector machines via dual cached loops
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
On Taxonomies for Multi-class Image Categorization
International Journal of Computer Vision
MANET location prediction using machine learning algorithms
WWIC'12 Proceedings of the 10th international conference on Wired/Wireless Internet Communication
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - 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
On ranking and generalization bounds
The Journal of Machine Learning Research
The impact of images on user clicks in product search
Proceedings of the Twelfth International Workshop on Multimedia Data Mining
Learning to place new objects in a scene
International Journal of Robotics Research
An Optimum-Path Forest framework for intrusion detection in computer networks
Engineering Applications of Artificial Intelligence
Genetic algorithm combined with support vector machine for building an intrusion detection system
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
An uncertainty-aware query selection model for evaluation of IR systems
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Learning to extract chemical names based on random text generation and incomplete dictionary
Proceedings of the 11th International Workshop on Data Mining in Bioinformatics
Learning expressive linkage rules using genetic programming
Proceedings of the VLDB Endowment
The effectiveness of image features based on fractal image coding for image annotation
Expert Systems with Applications: An International Journal
Machine learning for vessel trajectories using compression, alignments and domain knowledge
Expert Systems with Applications: An International Journal
On the empirical mode decomposition applied to the analysis of brain SPECT images
Expert Systems with Applications: An International Journal
Fast pedestrian detection system with a two layer cascade of classifiers
Computers & Mathematics with Applications
Proceedings of the 1st International Workshop on Cross Domain Knowledge Discovery in Web and Social Network Mining
Support vector machines for anti-pattern detection
Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering
Efficient Graph Kernels for Textual Entailment Recognition
Fundamenta Informaticae - RCRA 2009 Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A Novel Method to Select Informative SNPs and Their Application in Genetic Association Studies
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A general lp-norm support vector machine via mixed 0-1 programming
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
DAGSVM vs. DAGKNN: an experimental case study with benthic macroinvertebrate dataset
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Common Sense for Interactive Systems
Object recognition based on three-dimensional model
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Subspace divided semi-supervised SVM classification for hyperspectral images
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Adapting breast density classification from digitized to full-field digital mammograms
IWDM'12 Proceedings of the 11th international conference on Breast Imaging
IWDM'12 Proceedings of the 11th international conference on Breast Imaging
Building high-performance classifiers using positive and unlabeled examples for text classification
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Coded output support vector machine
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
HIV-1 CRF01_AE coreceptor usage prediction using kernel methods based logistic model trees
Computers in Biology and Medicine
A reduced support vector machine approach for interval regression analysis
Information Sciences: an International Journal
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
Applying least angle regression to ELM
Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
ACM SIGBED Review - Special Issue on the 3rd International Workshop on Networks of Cooperating Objects (CONET 2012)
Learning good decompositions of complex questions
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
An experience developing a semantic annotation system in a media group
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
Grouping co-occurrence filtering based on bayesian filtering
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Multi-class contour preserving classification
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Efficient classification based methods for global sensitivity analysis
Computers and Structures
Robust twin support vector machine for pattern classification
Pattern Recognition
LS-SVM based image segmentation using color and texture information
Journal of Visual Communication and Image Representation
Speech emotion recognition: Features and classification models
Digital Signal Processing
Review: Supervised classification and mathematical optimization
Computers and Operations Research
Algorithm learning based neural network integrating feature selection and classification
Expert Systems with Applications: An International Journal
SAPSM: Smart adaptive 802.11 PSM for smartphones
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
International Journal of Artificial Intelligence and Soft Computing
Prediction of Ordinal Classes Using Regression Trees
Fundamenta Informaticae - Intelligent Systems
PICL: portable in-circuit learner
Proceedings of the 25th annual ACM symposium on User interface software and technology
Recipe recommendation using ingredient networks
Proceedings of the 3rd Annual ACM Web Science Conference
User edits classification using document revision histories
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Early detection of malicious behavior in JavaScript code
Proceedings of the 5th ACM workshop on Security and artificial intelligence
Context-enhanced citation sentiment detection
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Discovering geometric patterns in genomic data
Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Prediction of candidate genes for neuropsychiatric disorders using feature-based enrichment
Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Computer Methods and Programs in Biomedicine
Prediction of a state of a subject on the basis of a stabilogram signal and video oculography test
Computer Methods and Programs in Biomedicine
Accurate Prediction of Coronary Artery Disease Using Reliable Diagnosis System
Journal of Medical Systems
Deep unsupervised feature learning for natural language processing
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop
A method for grinding removal control of a robot belt grinding system
Journal of Intelligent Manufacturing
Constructing and utilizing wordnets using statistical methods
Language Resources and Evaluation
Soft cardinality + ML: learning adaptive similarity functions for cross-lingual textual entailment
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Expert Systems with Applications: An International Journal
Inferring the semantic properties of sentences by mining syntactic parse trees
Data & Knowledge Engineering
A variance reduction framework for stable feature selection
Statistical Analysis and Data Mining
Who is here: location aware face recognition
Proceedings of the Third International Workshop on Sensing Applications on Mobile Phones
Towards large-scale twitter mining for drug-related adverse events
Proceedings of the 2012 international workshop on Smart health and wellbeing
Semi-supervised learning for automatic conceptual property extraction
CMCL '12 Proceedings of the 3rd Workshop on Cognitive Modeling and Computational Linguistics
Corpus-based interpretation of instructions in virtual environments
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Inferring personal traits from music listening history
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Detection of implicit citations for sentiment detection
ACL '12 Proceedings of the Workshop on Detecting Structure in Scholarly Discourse
SVM speaker verification using session variability modelling and GMM supervectors
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Using group history to identify character-directed utterances in multi-child interactions
SIGDIAL '12 Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Face recognition by curvelet based feature extraction
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Music/speech classification using high-level features derived from fmri brain imaging
Proceedings of the 20th ACM international conference on Multimedia
Detecting rule of simplicity from photos
Proceedings of the 20th ACM international conference on Multimedia
Recognition of driving postures by multiwavelet transform and multilayer perceptron classifier
Engineering Applications of Artificial Intelligence
A generic model of multi-class support vector machine
International Journal of Intelligent Information and Database Systems
Locally regularized sliced inverse regression based 3D hand gesture recognition on a dance robot
Information Sciences: an International Journal
A novel local patch framework for fixing supervised learning models
Proceedings of the 21st ACM international conference on Information and knowledge management
Feature selection based on term frequency and T-test for text categorization
Proceedings of the 21st ACM international conference on Information and knowledge management
Automatic on-device filtering of social networking feeds
Proceedings of the 7th Nordic Conference on Human-Computer Interaction: Making Sense Through Design
Relaxed constraints support vector machine
Expert Systems: The Journal of Knowledge Engineering
T-HOG: An effective gradient-based descriptor for single line text regions
Pattern Recognition
Information Processing and Management: an International Journal
Editorial: Advances in Extreme Learning Machines (ELM2011)
Neurocomputing
A regularization for the projection twin support vector machine
Knowledge-Based Systems
Proceedings of the 4th Workshop on Eye Gaze in Intelligent Human Machine Interaction
Hierarchical training of multiple SVMs for personalized web filtering
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
The use of sound symbolism in sentiment classification
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Leafsnap: a computer vision system for automatic plant species identification
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Semantic interpretation of novelty in images using histograms of oriented gradients
ICIRA'12 Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part III
MBIA'12 Proceedings of the Second international conference on Multimodal Brain Image Analysis
Understanding critical factors in appearance-based gender categorization
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
A pseudo-boolean set covering machine
CP'12 Proceedings of the 18th international conference on Principles and Practice of Constraint Programming
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
Geodesic analysis on the gaussian RKHS hypersphere
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Efficient training of graph-regularized multitask SVMs
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Adaptive two-view online learning for math topic classification
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
APRIL: active preference learning-based reinforcement learning
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Some comparisons of networks with radial and kernel units
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
A computational geometry approach for pareto-optimal selection of neural networks
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
A decision support system for the prediction of the trabecular fracture zone
ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
On the Performance of Virtualized Infrastructures for Processing Realtime Streaming Data
UCC '12 Proceedings of the 2012 IEEE/ACM Fifth International Conference on Utility and Cloud Computing
International Journal of Data Mining and Bioinformatics
Expert Systems with Applications: An International Journal
Change detection based on a support vector data description that treats dependency
Pattern Recognition Letters
Neural networks to predict earthquakes in Chile
Applied Soft Computing
A Two-Phase Framework for Learning Logical Structures of Paragraphs in Legal Articles
ACM Transactions on Asian Language Information Processing (TALIP)
Comparison of binary discrimination methods for high dimension low sample size data
Journal of Multivariate Analysis
An expert system for automatically pruning vines
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Cloud-enabled privacy-preserving collaborative learning for mobile sensing
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
Local patch dissimilarity for images
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I
A sequential data mining method for modelling solar magnetic cycles
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
A multi-modal face and signature biometric authentication system using a max-of-scores based fusion
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Two-stage approach for electricity consumption forecasting in public buildings
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Conditional random fields for land use/land cover classification and complex region detection
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Support vector machines training data selection using a genetic algorithm
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
PRIB'12 Proceedings of the 7th IAPR international conference on Pattern Recognition in Bioinformatics
Multi-threaded support vector machines for pattern recognition
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Feature words that classify problem sentence in scientific article
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Statistical models and learning algorithms for ordinal regression problems
Information Fusion
Classifying circuit performance using active-learning guided support vector machines
Proceedings of the International Conference on Computer-Aided Design
Cellular automata model based on machine learning methods for simulating land use change
Proceedings of the Winter Simulation Conference
Expert Systems with Applications: An International Journal
Parallel multitask cross validation for Support Vector Machine using GPU
Journal of Parallel and Distributed Computing
Fuzzy SVM learning control system considering time properties of biped walking samples
Engineering Applications of Artificial Intelligence
Orthogonal support vector machine for credit scoring
Engineering Applications of Artificial Intelligence
ACM SIGAPP Applied Computing Review
International Journal of Artificial Life Research
Modeling the impact of lifestyle on health at scale
Proceedings of the sixth ACM international conference on Web search and data mining
Pre-attention cues for person detection
COST'11 Proceedings of the 2011 international conference on Cognitive Behavioural Systems
Cross-layer detection of malicious websites
Proceedings of the third ACM conference on Data and application security and privacy
Hyperdisk based large margin classifier
Pattern Recognition
Towards domain independent why text segment classification based on bag of function words
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Adaptive SVM-Based classification systems based on the improved endocrine-based PSO algorithm
AMT'12 Proceedings of the 8th international conference on Active Media Technology
Multi-resolutive sparse approximations of d-dimensional data
Computer Vision and Image Understanding
International Journal of Organizational and Collective Intelligence
Finite rank kernels for multi-task learning
Advances in Computational Mathematics
International Journal of Systems and Service-Oriented Engineering
Engineering Applications of Artificial Intelligence
Ordinal and nominal classification of wind speed from synoptic pressurepatterns
Engineering Applications of Artificial Intelligence
Machine learning of syntactic parse trees for search and classification of text
Engineering Applications of Artificial Intelligence
A unified classification model based on robust optimization
Neural Computation
Rule extraction from support vector machines based on consistent region covering reduction
Knowledge-Based Systems
Applications of evolutionary SVM to prediction of membrane alpha-helices
Expert Systems with Applications: An International Journal
An efficient multiple-kernel learning for pattern classification
Expert Systems with Applications: An International Journal
ECG arrhythmia classification based on optimum-path forest
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Structural twin support vector machine for classification
Knowledge-Based Systems
Typing Biometric Keypads: Combining Keystroke Time and Pressure Features to Improve Authentication
Journal of Organizational and End User Computing
A document is known by the company it keeps: neighborhood consensus for short text categorization
Language Resources and Evaluation
Goal distance estimation for automated planning using neural networks and support vector machines
Natural Computing: an international journal
Wavelet-based feature extraction for DNA microarray classification
Artificial Intelligence Review
Music segmentation and summarization based on self-similarity matrix
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Curating and contextualizing Twitter stories to assist with social newsgathering
Proceedings of the 2013 international conference on Intelligent user interfaces
Complex-Valued neuro-fuzzy inference system based classifier
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
Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection
Computer Vision and Image Understanding
SpaDeS: Detecting spammers at the source network
Computer Networks: The International Journal of Computer and Telecommunications Networking
Adaptive progressive photon mapping
ACM Transactions on Graphics (TOG)
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)
Predicting Mental Health Status in the Context of Web Browsing
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Efficient Implementation of Nonparallel Hyperplanes Classifier
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Learning Using Privileged Information with L-1 Support Vector Machine
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Extracting event-related information from article updates in wikipedia
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Distinguishing between genomic regions bound by paralogous transcription factors
RECOMB'13 Proceedings of the 17th international conference on Research in Computational Molecular Biology
Expert Systems with Applications: An International Journal
Combining active learning and semi-supervised learning to construct SVM classifier
Knowledge-Based Systems
Journal of Biomedical Informatics
Efficient image signatures and similarities using tensor products of local descriptors
Computer Vision and Image Understanding
An evaluation of learning analytics to identify exploratory dialogue in online discussions
Proceedings of the Third International Conference on Learning Analytics and Knowledge
Proceedings of the 12th international conference on Information processing in sensor networks
Expert Systems with Applications: An International Journal
S-Race: a multi-objective racing algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Learning with boundary conditions
Neural Computation
PrivGene: differentially private model fitting using genetic algorithms
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
A comparison of machine learning algorithms for proactive hard disk drive failure detection
Proceedings of the 4th international ACM Sigsoft symposium on Architecting critical systems
TV program detection in tweets
Proceedings of the 11th european conference on Interactive TV and video
Enhancing biomedical concept extraction using semantic relationship weights
International Journal of Data Mining and Bioinformatics
Neurocomputing
Expert Systems with Applications: An International Journal
Analysis of data complexity measures for classification
Expert Systems with Applications: An International Journal
Model words-driven approaches for duplicate detection on the web
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Extracting usability and user experience information from online user reviews
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Automatic skin lesion segmentation based on texture analysis and supervised learning
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
A framework for inter-camera association of multi-target trajectories by invariant target models
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Computers and Electronics in Agriculture
Evolution by adapting surrogates
Evolutionary Computation
Complexity reduction of explicit model predictive control via separation
Automatica (Journal of IFAC)
An ensemble of SVM classifiers based on gene pairs
Computers in Biology and Medicine
Distance estimation in numerical data sets with missing values
Information Sciences: an International Journal
Early experiments with neural diversity machines
Neurocomputing
Automatic socio-economic classification of households using electricity consumption data
Proceedings of the fourth international conference on Future energy systems
Applied Computational Intelligence and Soft Computing
Temporal summarization of event-related updates in wikipedia
Proceedings of the 22nd international conference on World Wide Web companion
Questions about questions: an empirical analysis of information needs on Twitter
Proceedings of the 22nd international conference on World Wide Web
Proceedings of the 50th Annual Design Automation Conference
Proceedings of the 9th International Symposium on Open Collaboration
"Piaf" vs "Adele": classifying encyclopedic queries using automatically labeled training data
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Bubble space and place representation in topological maps
International Journal of Robotics Research
Feature extraction and recognition of ictal EEG using EMD and SVM
Computers in Biology and Medicine
Automatic sleep staging from ventilator signals in non-invasive ventilation
Computers in Biology and Medicine
UbiHeld: ubiquitous healthcare monitoring system for elderly and chronic patients
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
A Bayesian Alignment Approach to Transliteration Mining
ACM Transactions on Asian Language Information Processing (TALIP)
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Segmentation of connected handwritten digits using Self-Organizing Maps
Expert Systems with Applications: An International Journal
A proximal classifier with consistency
Knowledge-Based Systems
Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices
Journal of Multivariate Analysis
Multicategory large-margin unified machines
The Journal of Machine Learning Research
Multi-instance learning with any hypothesis class
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Large-scale linear support vector regression
The Journal of Machine Learning Research
Twin least squares support vector regression
Neurocomputing
Unsupervised feature construction for improving data representation and semantics
Journal of Intelligent Information Systems
Eigenvalues perturbation of integral operator for kernel selection
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Classification of companies using maximal margin ellipsoidal surfaces
Computational Optimization and Applications
Words that Fascinate the Listener: Predicting Affective Ratings of On-Line Lectures
International Journal of Distance Education Technologies
On Rendering Emotions on a Robotic Face
Proceedings of Conference on Advances In Robotics
Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Analysis of classification accuracy for pre-filtered multichannel remote sensing data
Expert Systems with Applications: An International Journal
Pattern Recognition and Image Analysis
Information Technology and Management
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Information Sciences: an International Journal
Decision confidence-based multi-level support vector machines
Engineering Applications of Artificial Intelligence
Verb selection using semantic role labeling for citation classification
Proceedings of the 2013 workshop on Computational scientometrics: theory & applications
Exploitation of pairwise class distances for ordinal classification
Neural Computation
Supervised learning approaches and feature selection - a case study in diabetes
International Journal of Data Analysis Techniques and Strategies
Multiple Kernel Learning with Fisher Kernels for High Frequency Currency Prediction
Computational Economics
Protein fold recognition with a two-layer method based on SVM-SA, WP-NN and C4.5 TLM-SNC
International Journal of Data Mining and Bioinformatics
Smooth Nonparametric Copula Estimation with Least Squares Support Vector Regression
Neural Processing Letters
POSTER: A semantic-aware approach to reasoning about network traffic relations
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security
Toward supervised anomaly detection
Journal of Artificial Intelligence Research
Information graph model and application to online advertising
Proceedings of the 1st workshop on User engagement optimization
Launch hard or go home!: predicting the success of kickstarter campaigns
Proceedings of the first ACM conference on Online social networks
A systematic methodology for OS benchmark characterization
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Using machine learning to predict the driving context whilst driving
Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference
Exploiting topic tracking in real-time tweet streams
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing
Computers in Biology and Medicine
A second order cone programming approach for semi-supervised learning
Pattern Recognition
EFFORT: A new host-network cooperated framework for efficient and effective bot malware detection
Computer Networks: The International Journal of Computer and Telecommunications Networking
A system for classifying multi-label text into EuroVoc
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Law
When kids' toys breach mobile phone security
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security
Proceedings of the 15th ACM on International conference on multimodal interaction
Managing chaos: models of turn-taking in character-multichild interactions
Proceedings of the 15th ACM on International conference on multimodal interaction
Risk prediction of femoral neck osteoporosis using machine learning and conventional methods
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
A hybrid model words-driven approach for web product duplicate detection
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
Learning from M/EEG data with variable brain activation delays
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Neural Computation
Support vector machine with customized kernel
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Large scale continuous visual event recognition using max-margin Hough transformation framework
Computer Vision and Image Understanding
Classifying the socio-situational settings of transcripts of spoken discourses
Speech Communication
Evidential classifier for imprecise data based on belief functions
Knowledge-Based Systems
Semi-Supervised template attack
COSADE'13 Proceedings of the 4th international conference on Constructive Side-Channel Analysis and Secure Design
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
A comparative study on mobile visual recognition
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
An empirical study of reducing multiclass classification methodologies
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
RuleML'13 Proceedings of the 7th international conference on Theory, Practice, and Applications of Rules on the Web
Early detection of outgoing spammers in large-scale service provider networks
DIMVA'13 Proceedings of the 10th international conference on Detection of Intrusions and Malware, and Vulnerability Assessment
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories
Binary coded output support vector machine
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
First progresses in evaluation of resonance in staff selection through speech emotion recognition
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
New and efficient DCA based algorithms for minimum sum-of-squares clustering
Pattern Recognition
Exploring high-level features for detecting cyberpedophilia
Computer Speech and Language
Expert Systems with Applications: An International Journal
Evaluation of a set of new ORF kernel functions of SVM for speech recognition
Engineering Applications of Artificial Intelligence
Combining classifiers using nearest decision prototypes
Applied Soft Computing
Efficient extraction and representation of spatial information from video data
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Optimizing cepstral features for audio classification
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Multi class learning with individual sparsity
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Reduced heteroscedasticity linear regression for Nyström approximation
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Predicting human strategic decisions using facial expressions
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Towards understanding global spread of disease from everyday interpersonal interactions
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Speech emotional features extraction based on electroglottograph
Neural Computation
Proceedings of the Industrial Track of the 13th ACM/IFIP/USENIX International Middleware Conference
DianNao: a small-footprint high-throughput accelerator for ubiquitous machine-learning
Proceedings of the 19th international conference on Architectural support for programming languages and operating systems
A survey of intrusion detection techniques for cyber-physical systems
ACM Computing Surveys (CSUR)
Surface- and volume-based techniques for shape modeling and analysis
SIGGRAPH Asia 2013 Courses
Computer Vision and Image Understanding
Efficient sparse least squares support vector machines for pattern classification
Computers & Mathematics with Applications
GeneSIS: A GA-based fuzzy segmentation algorithm for remote sensing images
Knowledge-Based Systems
Detection of artifacts from high energy bursts in neonatal EEG
Computers in Biology and Medicine
Reviewing traffic classification
DataTraffic Monitoring and Analysis
Recognition of understanding level and language skill using measurements of reading behavior
Proceedings of the 19th international conference on Intelligent User Interfaces
Dimensionality reduction methods for machine translation quality estimation
Machine Translation
Artificial Intelligence Review
Towards detecting software performance anti-patterns using classification techniques
ACM SIGSOFT Software Engineering Notes
Multi-class decision-theoretic rough sets
International Journal of Approximate Reasoning
Feature selection with test cost constraint
International Journal of Approximate Reasoning
Artificial Intelligence in Medicine
Expert Systems with Applications: An International Journal
An organ allocation system for liver transplantation based on ordinal regression
Applied Soft Computing
SGEMS-UQ: An uncertainty quantification toolkit for SGEMS
Computers & Geosciences
Using multiple sensors for reliable markerless identification through supervised learning
Machine Vision and Applications
Linear feature selection in texture analysis - A PLS based method
Machine Vision and Applications
Text-based emotion classification using emotion cause extraction
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Integration of semi-fuzzy SVDD and CC-Rule method for supplier selection
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Research Article: Novel features for identifying A-minors in three-dimensional RNA molecules
Computational Biology and Chemistry
Computational Biology and Chemistry
Text classification using a few labeled examples
Computers in Human Behavior
Morphological gender recognition by a social robot and privacy concerns: late breaking reports
Proceedings of the 2014 ACM/IEEE international conference on Human-robot interaction
A patch analysis method to detect seam carved images
Pattern Recognition Letters
Computers in Biology and Medicine
Active learning of expressive linkage rules using genetic programming
Web Semantics: Science, Services and Agents on the World Wide Web
Chemical Name Extraction Based on Automatic Training Data Generation and Rich Feature Set
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Information Sciences: an International Journal
A novel hybrid fusion algorithm to bridge the period of GPS outages using low-cost INS
Expert Systems with Applications: An International Journal
Evaluating the use of ECG signal in low frequencies as a biometry
Expert Systems with Applications: An International Journal
1-norm support vector novelty detection and its sparseness
Neural Networks
Unlabeled patterns to tighten Rademacher complexity error bounds for kernel classifiers
Pattern Recognition Letters
Robust support vector machine-trained fuzzy system
Neural Networks
Efficient feature size reduction via predictive forward selection
Pattern Recognition
Comparison of different approaches to visual terrain classification for outdoor mobile robots
Pattern Recognition Letters
Topic segmentation and labeling in asynchronous conversations
Journal of Artificial Intelligence Research
Domain adaptation and sample bias correction theory and algorithm for regression
Theoretical Computer Science
Conjugate relation between loss functions and uncertainty sets in classification problems
The Journal of Machine Learning Research
Maximum volume clustering: a new discriminative clustering approach
The Journal of Machine Learning Research
The Journal of Machine Learning Research
An integrative approach to accurate vehicle logo detection
Journal of Electrical and Computer Engineering
Fast sparse approximation of extreme learning machine
Neurocomputing
A comparison between k-Optimum Path Forest and k-Nearest Neighbors supervised classifiers
Pattern Recognition Letters
Open set source camera attribution and device linking
Pattern Recognition Letters
Nonparallel hyperplane support vector machine for binary classification problems
Information Sciences: an International Journal
Signal peptide discrimination and cleavage site identification using SVM and NN
Computers in Biology and Medicine
Automated trading with performance weighted random forests and seasonality
Expert Systems with Applications: An International Journal
A theoretical framework for supervised learning from regions
Neurocomputing
Advanced Engineering Informatics
Machine Vision and Applications
Multimedia Tools and Applications
Rotation-Invariant HOG Descriptors Using Fourier Analysis in Polar and Spherical Coordinates
International Journal of Computer Vision
Training sparse SVM on the core sets of fitting-planes
Neurocomputing
Pattern Recognition Letters
International Journal of Artificial Life Research
Classification of defects in steel strip surface based on multiclass support vector machine
Multimedia Tools and Applications
Simulating the spread of opinions in online social networks when targeting opinion leaders
Information Systems and e-Business Management
Information Sciences: an International Journal
Least squares twin parametric-margin support vector machine for classification
Applied Intelligence
Stable grasping under pose uncertainty using tactile feedback
Autonomous Robots
A hybrid plaque characterization method using intravascular ultrasound images
Technology and Health Care
Random subspace support vector machine ensemble for reliable face recognition
International Journal of Biometrics
Generalization Bounds of Regularization Algorithm with Gaussian Kernels
Neural Processing Letters
Improving fusion with optimal weight selection in Face Recognition
Integrated Computer-Aided Engineering
Integrated Computer-Aided Engineering
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Classification of time series by shapelet transformation
Data Mining and Knowledge Discovery
Event classification for vehicle navigation system by regional optical flow analysis
Machine Vision and Applications
Active learning for on-road vehicle detection: a comparative study
Machine Vision and Applications
Optical Memory and Neural Networks
A biological continuum based approach for efficient clinical classification
Journal of Biomedical Informatics
Alternative second-order cone programming formulations for support vector classification
Information Sciences: an International Journal
| Hi-index | 0.19 |
The support-vector network is a new learning machine for two-group classification problems. The machine conceptually implements the following idea: input vectors are non-linearly mapped to a very high-dimension feature space. In this feature space a linear decision surface is constructed. Special properties of the decision surface ensures high generalization ability of the learning machine. The idea behind the support-vector network was previously implemented for the restricted case where the training data can be separated without errors. We here extend this result to non-separable training data.High generalization ability of support-vector networks utilizing polynomial input transformations is demonstrated. We also compare the performance of the support-vector network to various classical learning algorithms that all took part in a benchmark study of Optical Character Recognition.