Nonlinear programming: theory, algorithms, and applications
Nonlinear programming: theory, algorithms, and applications
Matrix analysis
Practical methods of optimization; (2nd ed.)
Practical methods of optimization; (2nd ed.)
A training algorithm for optimal margin classifiers
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
Neural networks and the bias/variance dilemma
Neural Computation
Numerical recipes in C (2nd ed.): the art of scientific computing
Numerical recipes in C (2nd ed.): the art of scientific computing
The nature of statistical learning theory
The nature of statistical learning theory
Machine Learning
A framework for structural risk minimisation
COLT '96 Proceedings of the ninth annual conference on Computational learning theory
Nonlinear component analysis as a kernel eigenvalue problem
Neural Computation
An equivalence between sparse approximation and support vector machines
Neural Computation
Support vector machines, reproducing kernel Hilbert spaces, and randomized GACV
Advances in kernel methods
Geometry and invariance in kernel based methods
Advances in kernel methods
Solving the quadratic programming problem arising in support vector classification
Advances in kernel methods
Prior knowledge in support vector kernels
NIPS '97 Proceedings of the 1997 conference on Advances in neural information processing systems 10
PAC learning and neural networks
The handbook of brain theory and neural networks
Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
Incorporating Invariances in Support Vector Learning Machines
ICANN 96 Proceedings of the 1996 International Conference on Artificial Neural Networks
Comparison of View-Based Object Recognition Algorithms Using Realistic 3D Models
ICANN 96 Proceedings of the 1996 International Conference on Artificial Neural Networks
Predicting Time Series with Support Vector Machines
ICANN '97 Proceedings of the 7th International Conference on Artificial Neural Networks
Training Support Vector Machines: an Application to Face Detection
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Estimation of Dependences Based on Empirical Data: Springer Series in Statistics (Springer Series in Statistics)
Introduction to Linear Regression Analysis, Solutions Manual (Wiley Series in Probability and Statistics)
Comparing support vector machines with Gaussian kernels to radialbasis function classifiers
IEEE Transactions on Signal Processing
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
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Tissue classification with gene expression profiles
RECOMB '00 Proceedings of the fourth annual international conference on Computational molecular biology
Evaluating the Generalization Ability of Support Vector Machines through the Bootstrap
Neural Processing Letters
Data selection for support vector machine classifiers
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Alpha seeding for support vector machines
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
On face detection in the compressed domain
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
ACM SIGKDD Explorations Newsletter
Gene functional classification from heterogeneous data
RECOMB '01 Proceedings of the fifth annual international conference on Computational biology
Towards predicting coiled-coil protein interactions
RECOMB '01 Proceedings of the fifth annual international conference on Computational biology
Support vector machines: hype or hallelujah?
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Composable controllers for physics-based character animation
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
A statistical learning learning model of text classification for support vector machines
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Support vector machine active learning for image retrieval
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Support vector machine pairwise classifiers with error reduction for image classification
MULTIMEDIA '01 Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proximal support vector machine classifiers
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
SVM binary classifier ensembles for image classification
Proceedings of the tenth international conference on Information and knowledge management
E-business enterprise data mining
Tutorial notes of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Two Variations on Fisher's Linear Discriminant for Pattern Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Gender with Support Faces
IEEE Transactions on Pattern Analysis and Machine Intelligence
SSVM: A Smooth Support Vector Machine for Classification
Computational Optimization and Applications
An approach to automatic classification of text for information retrieval
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Scaling mining algorithms to large databases
Communications of the ACM - Evolving data mining into solutions for insights
Propositionalization approaches to relational data mining
Relational Data Mining
On the VC Dimension of Bounded Margin Classifiers
Machine Learning
Polyhedral separability through successive LP
Journal of Optimization Theory and Applications
On Issues of Instance Selection
Data Mining and Knowledge Discovery
Support Vector Machines and the Bayes Rule in Classification
Data Mining and Knowledge Discovery
Support Vector Machines for Classification in Nonstandard Situations
Machine Learning
Large Scale Kernel Regression via Linear Programming
Machine Learning
Efficient SVM Regression Training with SMO
Machine Learning
Structural Modelling with Sparse Kernels
Machine Learning
The Equivalence of Support Vector Machine and Regularization Neural Networks
Neural Processing Letters
Constructing Boosting Algorithms from SVMs: An Application to One-Class Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Support Vector Machines for Texture Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Intelligent Systems
Geno2pheno: Interpreting Genotypic HIV Drug Resistance Tests
IEEE Intelligent Systems
Query by committee, linear separation and random walks
Theoretical Computer Science
From support vector machine learning to the determination of the minimum enclosing zone
Computers and Industrial Engineering
QProber: A system for automatic classification of hidden-Web databases
ACM Transactions on Information Systems (TOIS)
Bayesian learning and evolutionary parameter optimization
AI Communications - Special issue on KI-2001
Hybrid wavelet-support vector classification of waveforms
Journal of Computational and Applied Mathematics
Segmentation of ultrasonic images using support vector machines
Pattern Recognition Letters - Speciqal issue: Ultrasonic image processing and analysis
Efficient computations for large least square support vector machine classifiers
Pattern Recognition Letters
Predicting human interruptibility with sensors: a Wizard of Oz feasibility study
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A Note on the Universal Approximation Capability of Support Vector Machines
Neural Processing Letters
K-SVCR. A Multi-class Support Vector Machine
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Deformation Analysis for Shape Based Classification
IPMI '01 Proceedings of the 17th International Conference on Information Processing in Medical Imaging
Multimedia Knowledge Exploitation for E-Learning: Some Enabling Techniques
ICWL '02 Proceedings of the First International Conference on Advances in Web-Based Learning
Geography of Differences between Two Classes of Data
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Recursive Prototype Reduction Schemes Applicable for Large Data Sets
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
Convex Hull in Feature Space for Support Vector Machines
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Comparing Linear Discriminant Analysis and Support Vector Machines
ADVIS '02 Proceedings of the Second International Conference on Advances in Information Systems
Face Recognition Using Independent Component Analysis and Support Vector Machines
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
A Comparison of Classifiers for Real-Time Eye Detection
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
A Mixed Ensemble Approach for the Semi-supervised Problem
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
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
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
Support Vector Machine Regression for Volatile Stock Market Prediction
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Pattern Selection for Support Vector Classifiers
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Graphical Features Selection Method
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Ordinal Regression with K-SVCR Machines
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
STAR - Sparsity through Automated Rejection
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
An Empirical Study of a New Approach to Nearest Neighbor Searching
ALENEX '01 Revised Papers from the Third International Workshop on Algorithm Engineering and Experimentation
Automatic Detection of Film Orientation with Support Vector Machines
IEA/AIE '02 Proceedings of the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence
Comparative Exudate Classification Using Support Vector Machines and Neural Networks
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part II
Query by Committee, Linear Separation and Random Walks
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
Adaptive Directed Acyclic Graphs for Multiclass Classification
PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Keyword Spotting Using Support Vector Machines
TSD '02 Proceedings of the 5th International Conference on Text, Speech and Dialogue
Support Vector Machines in Relational Databases
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Multi-Class SVM Classifier Based on Pairwise Coupling
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
A New Cache Replacement Algorithm in SMO
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Support Vector Machine Ensemble with Bagging
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Applications of Support Vector Machines for Pattern Recognition: A Survey
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
On the Generalization of Kernel Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Support Vector Learning for Gender Classification Using Audio and Visual Cues: A Comparison
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Detecting Windows in City Scenes
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Support Vector Machines: Theory and Applications
Machine Learning and Its Applications, Advanced Lectures
A Note on Support Vector Machine Degeneracy
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
Script Identification in Printed Bilingual Documents
DAS '02 Proceedings of the 5th International Workshop on Document Analysis Systems V
A Multi-SVM Classification System
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Feature Weighted Ensemble Classifiers - A Modified Decision Scheme
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Eyeglasses Verification by Support Vector Machine
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
A Contribution to the Schlesinger's Algorithm Separating Mixtures of Gaussians
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
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
An Architecture of a Web-Based Collaborative Image Search Engine
On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002
Detecting Hidden Messages Using Higher-Order Statistics and Support Vector Machines
IH '02 Revised Papers from the 5th International Workshop on Information Hiding
Gauge groups and data classification
Applied Mathematics and Computation
Signal Processing - Special issue: Genomic signal processing
Interactive deduplication using active learning
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining newsgroups using networks arising from social behavior
WWW '03 Proceedings of the 12th international conference on World Wide Web
Knowledge discovery in databases: the purpose, necessity, and challenges
Handbook of data mining and knowledge discovery
The knowledge discovery process
Handbook of data mining and knowledge discovery
Optimization methods in massive data sets
Handbook of massive data sets
Inference for the Generalization Error
Machine Learning
Mining customer product ratings for personalized marketing
Decision Support Systems - Special issue: Web data mining
Cancer classification using gene expression data
Information Systems - Special issue: Data management in bioinformatics
A parallel solver for large quadratic programs in training support vector machines
Parallel Computing - Special issue: Parallel computing in numerical optimization
Kernel-based nonlinear blind source separation
Neural Computation
Feature space transformation and decision results interpretation
APBC '03 Proceedings of the First Asia-Pacific bioinformatics conference on Bioinformatics 2003 - Volume 19
Two-stage support vector machines for protein secondary structure prediction
Neural, Parallel & Scientific Computations - Special issue: Advances in intelligent systems and applications
Face recognition using independent component analysis and support vector machines
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Epitope Prediction Algorithms for Peptide based Vaccine Design
CSB '03 Proceedings of the IEEE Computer Society Conference on Bioinformatics
CSB '03 Proceedings of the IEEE Computer Society Conference on Bioinformatics
Extraction, layout analysis and classification of diagrams in PDF documents
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Classification of Documents by Content
ICCI '03 Proceedings of the 2nd IEEE International Conference on Cognitive Informatics
Support vector fuzzy regression machines
Fuzzy Sets and Systems - Theme: Learning and modeling
Bayesian trigonometric support vector classifier
Neural Computation
Support vector machine active learning with applications to text classification
The Journal of Machine Learning Research
Uniform object generation for optimizing one-class classifiers
The Journal of Machine Learning Research
On the algorithmic implementation of multiclass kernel-based vector machines
The Journal of Machine Learning Research
Pac-bayesian generalisation error bounds for gaussian process classification
The Journal of Machine Learning Research
The subspace information criterion for infinite dimensional hypothesis spaces
The Journal of Machine Learning Research
Human Face Detection in Digital Video Using SVMEnsemble
Neural Processing Letters
Machine Learning for Computer Graphics: A Manifesto and Tutorial
PG '03 Proceedings of the 11th Pacific Conference on Computer Graphics and Applications
Efficient Nonlinear Dimension Reduction for Clustered Data Using Kernel Functions
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Evolutionary Gabor Filter Optimization with Application to Vehicle Detection
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Gene functional classification by semi-supervised learning from heterogeneous data
Proceedings of the 2003 ACM symposium on Applied computing
Classifying large data sets using SVMs with hierarchical clusters
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Clinical and financial outcomes analysis with existing hospital patient records
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
The anatomy of a multimodal information filter
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Index construction for linear categorisation
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Negative pseudo-relevance feedback in content-based video retrieval
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Projection Support Vector Machine Generators
Machine Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
A comparison of several predictive algorithms for collaborative filtering on multi-valued ratings
Proceedings of the 2004 ACM symposium on Applied computing
A Probabilistic Active Support Vector Learning Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
CrossMine: Efficient Classification Across Multiple Database Relations
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Symbolization assisted SVM classifier for noisy data
Pattern Recognition Letters
Perturbation to enhance support vector machines for classification
Journal of Computational and Applied Mathematics - Special issue on proceedings of the international symposium on computational mathematics and applications
Face recognition with Multilevel B-Splines and Support Vector Machines
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
Detecting image orientation based on low-level visual content
Computer Vision and Image Understanding
Nonlinear Filter Design Using Envelopes
Journal of Mathematical Imaging and Vision
Using urls and table layout for web classification tasks
Proceedings of the 13th international conference on World Wide Web
Advantages of Unbiased Support Vector Classifiers for Data Mining Applications
Journal of VLSI Signal Processing Systems
Approximate minimum enclosing balls in high dimensions using core-sets
Journal of Experimental Algorithmics (JEA)
Automatic ship classification using support vector machines
Design and application of hybrid intelligent systems
Discriminative models for information retrieval
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Restrictive clustering and metaclustering for self-organizing document collections
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
A tutorial on support vector regression
Statistics and Computing
Learning to Decode Cognitive States from Brain Images
Machine Learning
Web image learning for searching semantic concepts in image databases
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Robust feature induction for support vector machines
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Lookahead-based algorithms for anytime induction of decision trees
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Extracting predicates from mining models for efficient query evaluation
ACM Transactions on Database Systems (TODS)
Image Categorization by Learning and Reasoning with Regions
The Journal of Machine Learning Research
GeneX: an open source gene expression database and integrated tool set
IBM Systems Journal - Deep computing for the life sciences
A new efficient SVM-based edge detection method
Pattern Recognition Letters
Segmentation of multispectral remote sensing images using active support vector machines
Pattern Recognition Letters
Convergence and Application of Online Active Sampling Using Orthogonal Pillar Vectors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Development of a Knowledge-Based Multi-Scheme Cancer Microarray Data Analysis System
CSB '04 Proceedings of the 2004 IEEE Computational Systems Bioinformatics Conference
IEEE Transactions on Pattern Analysis and Machine Intelligence
An user preference information based kernel for SVM active learning in content-based image retrieval
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Boosting contextual information in content-based image retrieval
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
A novel log-based relevance feedback technique in content-based image retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
Naming every individual in news video monologues
Proceedings of the 12th annual ACM international conference on Multimedia
Analysis of emotion recognition using facial expressions, speech and multimodal information
Proceedings of the 6th international conference on Multimodal interfaces
Goal-oriented methods and meta methods for document classification and their parameter tuning
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Distance-function design and fusion for sequence data
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Scenery image segmentation using support vector machines
Fundamenta Informaticae
Recognition of Persian handwritten digits using image profiles of multiple orientations
Pattern Recognition Letters
Training algorithms for fuzzy support vector machines with noisy data
Pattern Recognition Letters
A selective sampling approach to active feature selection
Artificial Intelligence
A New Fuzzy Support Vector Machine Based on the Weighted Margin
Neural Processing Letters
Using Uncorrelated Discriminant Analysis for Tissue Classification with Gene Expression Data
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
An Improved Cluster Labeling Method for Support Vector Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recognition invariance obtained by extended and invariant features
Neural Networks - 2004 Special issue Vision and brain
Using AUC and Accuracy in Evaluating Learning Algorithms
IEEE Transactions on Knowledge and Data Engineering
epsilon-SSVR: A Smooth Support Vector Machine for epsilon-Insensitive Regression
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Predicting human interruptibility with sensors
ACM Transactions on Computer-Human Interaction (TOCHI)
Analysis of Statistical Question Classification for Fact-Based Questions
Information Retrieval
Stochastic scheduling of active support vector learning algorithms
Proceedings of the 2005 ACM symposium on Applied computing
Multicategory Proximal Support Vector Machine Classifiers
Machine Learning
Machine Learning
Translation Initiation Sites Prediction with Mixture Gaussian Models in Human cDNA Sequences
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dynamically-optimized context in recommender systems
Proceedings of the 6th international conference on Mobile data management
Semantic language models for topic detection and tracking
NAACLstudent '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: Proceedings of the HLT-NAACL 2003 student research workshop - Volume 3
Target word detection and semantic role chunking using support vector machines
NAACL-Short '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume of the Proceedings of HLT-NAACL 2003--short papers - Volume 2
Question classification with support vector machines and error correcting codes
NAACL-Short '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume of the Proceedings of HLT-NAACL 2003--short papers - Volume 2
Forecasting stock market movement direction with support vector machine
Computers and Operations Research
Application of SVM and ANN for intrusion detection
Computers and Operations Research
A maximum coherence model for dictionary-based cross-language information retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Real-Time Pattern Matching Using Projection Kernels
IEEE Transactions on Pattern Analysis and Machine Intelligence
LESS: A Model-Based Classifier for Sparse Subspaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Support Vector Learning for Semantic Argument Classification
Machine Learning
SVM selective sampling for ranking with application to data retrieval
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Classification of coins using an eigenspace approach
Pattern Recognition Letters
Using One-Class and Two-Class SVMs for Multiclass Image Annotation
IEEE Transactions on Knowledge and Data Engineering
A comparison of SVM and HMM classifiers in the off-line signature verification
Pattern Recognition Letters
Support vector machine-based image classification for genetic syndrome diagnosis
Pattern Recognition Letters
A novel image watermarking scheme based on support vector regression
Journal of Systems and Software
A baseline feature set for learning rhetorical zones using full articles in the biomedical domain
ACM SIGKDD Explorations Newsletter - Natural language processing and text mining
Interruptible anytime algorithms for iterative improvement of decision trees
UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining
Mining relational databases with multi-view learning
MRDM '05 Proceedings of the 4th international workshop on Multi-relational mining
An efficient star acquisition method based on SVM with mixtures of kernels
Pattern Recognition Letters
Preference elicitation for interface optimization
Proceedings of the 18th annual ACM symposium on User interface software and technology
Learning to crawl: Comparing classification schemes
ACM Transactions on Information Systems (TOIS)
Expressive speech-driven facial animation
ACM Transactions on Graphics (TOG)
Localization Site Prediction for Membrane Proteins by Integrating Rule and SVM Classification
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 13th annual ACM international conference on Multimedia
An efficient method for simplifying support vector machines
ICML '05 Proceedings of the 22nd international conference on Machine learning
Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing
Data Mining and Knowledge Discovery
Symbolic Signatures for Deformable Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence
ViVo: Visual Vocabulary Construction for Mining Biomedical Images
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Training Support Vector Machines Using Gilbert's Algorithm
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Efficient Text Classification by Weighted Proximal SVM
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Identifying Script onWord-Level with Informational Confidenc
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Recognition of Printed Amharic Documents
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
The Synergy Between PAV and AdaBoost
Machine Learning
Single-Class Classification with Mapping Convergence
Machine Learning
Comparison of extreme learning machine with support vector machine for text classification
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
The form is the substance: classification of genres in text
HLTKM '01 Proceedings of the workshop on Human Language Technology and Knowledge Management - Volume 2001
Convergence of the IRWLS Procedure to the Support Vector Machine Solution
Neural Computation
Improvements to Platt's SMO Algorithm for SVM Classifier Design
Neural Computation
Neural Networks - 2005 Special issue: IJCNN 2005
Estimating human interruptibility in the home for remote communication
CHI '06 Extended Abstracts on Human Factors in Computing Systems
An Equivalence between SILF-SVR and Ordinary Kriging
Neural Processing Letters
A Unified Log-Based Relevance Feedback Scheme for Image Retrieval
IEEE Transactions on Knowledge and Data Engineering
Efficient Classification across Multiple Database Relations: A CrossMine Approach
IEEE Transactions on Knowledge and Data Engineering
Exploiting structural information for semi-structured document categorization
Information Processing and Management: an International Journal
Feature Selection using Fuzzy Support Vector Machines
Fuzzy Optimization and Decision Making
Proceedings of the 5th international workshop on Bioinformatics
Boosting performance of bio-entity recognition by combining results from multiple systems
Proceedings of the 5th international workshop on Bioinformatics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Off-line Chinese signature verification based on support vector machines
Pattern Recognition Letters
A fast projected conjugate gradient algorithm for training support vector machines
Contemporary mathematics
Intelligent information processing II
A prediction approach to well logging
Intelligent information processing II
Neural Computation
Selecting parameters of SVM using meta-learning and kernel matrix-based meta-features
Proceedings of the 2006 ACM symposium on Applied computing
Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data
Proceedings of the 2006 ACM symposium on Applied computing
Efficient query routing for information retrieval in semantic overlays
Proceedings of the 2006 ACM symposium on Applied computing
Automatic new topic identification using multiple linear regression
Information Processing and Management: an International Journal
An effective method to detect and categorize digitized traditional Chinese paintings
Pattern Recognition Letters
ICML '06 Proceedings of the 23rd international conference on Machine learning
Batch mode active learning and its application to medical image classification
ICML '06 Proceedings of the 23rd international conference on Machine learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
Multiclass reduced-set support vector machines
ICML '06 Proceedings of the 23rd international conference on Machine learning
Evolutionary learning with kernels: a generic solution for large margin problems
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Knowledge and Information Systems
Ho-Kashyap classifier with early stopping for regularization
Pattern Recognition Letters
Regularized discriminant analysis for high dimensional, low sample size data
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining relational data through correlation-based multiple view validation
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Automatic mining of fruit fly embryo images
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
ACM SIGAPL APL Quote Quad
Confidence-Based Active Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using cocitation information to estimate political orientation in web documents
Knowledge and Information Systems
Demonstrating the stability of support vector machines for classification
Signal Processing - Signal processing in UWB communications
Combining local features for robust nose location in 3D facial data
Pattern Recognition Letters
Three-dimensional view-invariant face recognition using a hierarchical pose-normalization strategy
Machine Vision and Applications
An analysis of diversity measures
Machine Learning
Training a reciprocal-sigmoid classifier by feature scaling-space
Machine Learning
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
CLAIRE: A modular support vector image indexing and classification system
ACM Transactions on Information Systems (TOIS)
ACST'06 Proceedings of the 2nd IASTED international conference on Advances in computer science and technology
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
Identification of objects from image regions
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Dynamic Characterization of Cluster Structures for Robust and Inductive Support Vector Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Quantization-based probabilistic feature modeling for kernel design in content-based image retrieval
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Efficient top-k hyperplane query processing for multimedia information retrieval
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
3DString: a feature string kernel for 3D object classification on voxelized data
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Support vector machines for collaborative filtering
Proceedings of the 44th annual Southeast regional conference
Genetic programming for the prediction of insolvency in non-life insurance companies
Computers and Operations Research
Security and self-organization in transparent optical networks: an overview
AcessNets '06 Proceedings of the 1st international conference on Access networks
Frames, Reproducing Kernels, Regularization and Learning
The Journal of Machine Learning Research
Multi-class feature selection for texture classification
Pattern Recognition Letters
Statistical learning theory for location fingerprinting in wireless LANs
Computer Networks and ISDN Systems
Some Equivalences between Kernel Methods and Information Theoretic Methods
Journal of VLSI Signal Processing Systems
Real-time detection of steam in video images
Pattern Recognition
Adaptive simplification of solution for support vector machine
Pattern Recognition
Using names and topics for new event detection
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Detection of entity mentions occurring in English and Chinese text
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Classification of acoustic events using SVM-based clustering schemes
Pattern Recognition
Using diversity of errors for selecting members of a committee classifier
Pattern Recognition
Confidence-based classifier design
Pattern Recognition
A novel and quick SVM-based multi-class classifier
Pattern Recognition
Prototype reduction schemes applicable for non-stationary data sets
Pattern Recognition
Domain described support vector classifier for multi-classification problems
Pattern Recognition
A 3D object classifier for discriminating manufacturing processes
Computers and Graphics
Modeling durations of syllables using neural networks
Computer Speech and Language
An intelligent learning diagnosis system for Web-based thematic learning platform
Computers & Education
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
A hybrid model for exchange rate prediction
Decision Support Systems
Enabling soft queries for data retrieval
Information Systems
Masquerade detection based on SVM and sequence-based user commands profile
ASIACCS '07 Proceedings of the 2nd ACM symposium on Information, computer and communications security
Ginisupport vector machines for segmental minimum Bayes risk decoding of continuous speech
Computer Speech and Language
Classifying NIR spectra of textile products with kernel methods
Engineering Applications of Artificial Intelligence
A hybrid SVM/DDBHMM decision fusion modeling for robust continuous digital speech recognition
Pattern Recognition Letters
A multidimensional scaling approach for representing XML documents
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
Classifying imbalanced data using a bagging ensemble variation (BEV)
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
A statistical framework for query translation disambiguation
ACM Transactions on Asian Language Information Processing (TALIP)
Computational Economics
Computational Statistics & Data Analysis
Robust location tracking using a dual layer particle filter
Pervasive and Mobile Computing
Detail-preserving image information restoration guided by SVM based noise mapping
Digital Signal Processing
Structural geography of the space of emerging patterns
Intelligent Data Analysis
Multi-Class Learning by Smoothed Boosting
Machine Learning
Sharing a single expert among multiple partners
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
An improved likelihood model for eye tracking
Computer Vision and Image Understanding
Visual learning of texture descriptors for facial expression recognition in thermal imagery
Computer Vision and Image Understanding
Effective learning system techniques for human-robot interaction in service environment
Knowledge-Based Systems
Expert Systems with Applications: An International Journal
INFORMS Journal on Computing
Prediction in Marketing Using the Support Vector Machine
Marketing Science
Training a Support Vector Machine in the Primal
Neural Computation
Surface street traffic estimation
Proceedings of the 5th international conference on Mobile systems, applications and services
One-Class Novelty Detection for Seizure Analysis from Intracranial EEG
The Journal of Machine Learning Research
The Google Similarity Distance
IEEE Transactions on Knowledge and Data Engineering
Rule Extraction from Support Vector Machines: A Sequential Covering Approach
IEEE Transactions on Knowledge and Data Engineering
Twin Support Vector Machines for Pattern Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Linear feature-based models for information retrieval
Information Retrieval
On linear separability of data sets in feature space
Neurocomputing
A three-tier IDS via data mining approach
Proceedings of the 3rd annual ACM workshop on Mining network data
Hybrid huberized support vector machines for microarray classification
Proceedings of the 24th international conference on Machine learning
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
Searching and retrieving legal literature through automated semantic indexing
Proceedings of the 11th international conference on Artificial intelligence and law
Automatic rigging and animation of 3D characters
ACM SIGGRAPH 2007 papers
Extraction of fuzzy rules from support vector machines
Fuzzy Sets and Systems
Controlling overfitting with multi-objective support vector machines
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Multi-level local descriptor quantization for bag-of-visterms image representation
Proceedings of the 6th ACM international conference on Image and video retrieval
Towards capturing fine phonetic variation in speech using articulatory features
Speech Communication
A survey of kernel and spectral methods for clustering
Pattern Recognition
Structured large margin machines: sensitive to data distributions
Machine Learning
Theory and Applications of Clifford Support Vector Machines
Journal of Mathematical Imaging and Vision
Data Structures for Efficient Dynamic Processing in 3-D
International Journal of Robotics Research
Automatic classification of provisions in legislative texts
Artificial Intelligence and Law - AI & law in eGovernment and eDemocracy part II
Adaptable similarity search using non-relevant information
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
A massively parallel face recognition system
EURASIP Journal on Embedded Systems
Classification-based spatial error concealment for visual communications
EURASIP Journal on Applied Signal Processing
Segmentation and recognition of motion capture data stream by classification
Multimedia Tools and Applications
Statistically undetectable jpeg steganography: dead ends challenges, and opportunities
Proceedings of the 9th workshop on Multimedia & security
Bird species recognition using support vector machines
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
An improved way tomake large-scale SVR learning practical
EURASIP Journal on Applied Signal Processing
Modified Kernel functions by geodesic distance
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
Evaluating bag-of-visual-words representations in scene classification
Proceedings of the international workshop on Workshop on multimedia information retrieval
A comparative study of Minimax Probability Machine-based approaches for face recognition
Pattern Recognition Letters
A review of text and image retrieval approaches for broadcast news video
Information Retrieval
Knowledge and Information Systems
Modulation identification using GA-SVM and WPD
Mobility '06 Proceedings of the 3rd international conference on Mobile technology, applications & systems
A surface-based approach for classification of 3D neuroanatomic structures
Intelligent Data Analysis
Interpolating vectors for robust pattern recognition
Neural Networks
Improving railroad wheel inspection planning using classification methods
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
A comparison of generalized linear discriminant analysis algorithms
Pattern Recognition
Development of Two-Stage SVM-RFE Gene Selection Strategy for Microarray Expression Data Analysis
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Synergy of Lip-Motion and Acoustic Features in Biometric Speech and Speaker Recognition
IEEE Transactions on Computers
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Fast evaluation of neural networks via confidence rating
Neurocomputing
Automatic call section segmentation for contact-center calls
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Context-aware statistical debugging: from bug predictors to faulty control flow paths
Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
Using the influence model to recognize functional roles in meetings
Proceedings of the 9th international conference on Multimodal interfaces
ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology
A two-level approach to choose the cost parameter in support vector machines
Expert Systems with Applications: An International Journal
Applying machine learning to software fault-proneness prediction
Journal of Systems and Software
Expert Systems with Applications: An International Journal
A de-identifier for medical discharge summaries
Artificial Intelligence in Medicine
Machine learning: a review of classification and combining techniques
Artificial Intelligence Review
Multiclass cell detection in bright field images of cell mixtures with ECOC probability estimation
Image and Vision Computing
Trajectory Optimization using Reinforcement Learning for Map Exploration
International Journal of Robotics Research
Online prediction model based on support vector machine
Neurocomputing
Application of wrapper approach and composite classifier to the stock trend prediction
Expert Systems with Applications: An International Journal
An approach to mining the multi-relational imbalanced database
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A Multi-criteria Convex Quadratic Programming model for credit data analysis
Decision Support Systems
An active feedback framework for image retrieval
Pattern Recognition Letters
Machine learning methods for microbial source tracking
Environmental Modelling & Software
The unimodal model for the classification of ordinal data
Neural Networks
Rule- and case-based adaptive knowledge base and its application to Japanese-to-Braille translation
AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6
A stopping criterion for active learning
Computer Speech and Language
Incremental margin algorithm for large margin classifiers
Neurocomputing
Predicting defect-prone software modules using support vector machines
Journal of Systems and Software
Confidence based multiple classifier fusion in speaker verification
Pattern Recognition Letters
An effective automated grading system for HCC in biopsy images
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
Decision-level fusion for vehicle detection
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
RISP: A web-based server for prediction of RNA-binding sites in proteins
Computer Methods and Programs in Biomedicine
MESSM: a framework for protein fold recognition using Neural Networks and Support Vector Machines
International Journal of Bioinformatics Research and Applications
Inferring protein-protein interaction networks from protein complex data
International Journal of Bioinformatics Research and Applications
Structural Risk Minimisation based gene expression profiling analysis
International Journal of Bioinformatics Research and Applications
Demonstrating the feasibility of using forearm electromyography for muscle-computer interfaces
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
International Journal of Electronic Finance
Credit risk analysis using a hybrid data mining model
International Journal of Intelligent Systems Technologies and Applications
Retrieval of Italian legal literature: a case of semantic search using legal vocabulary
International Journal of Metadata, Semantics and Ontologies
Bi-level clustering of mixed categorical and numerical biomedical data
International Journal of Data Mining and Bioinformatics
Kernel design for RNA classification using Support Vector Machines
International Journal of Data Mining and Bioinformatics
SemreX: Efficient search in a semantic overlay for literature retrieval
Future Generation Computer Systems
Detecting worm variants using machine learning
CoNEXT '07 Proceedings of the 2007 ACM CoNEXT conference
An analysis of facial expression recognition under partial facial image occlusion
Image and Vision Computing
Computer Methods and Programs in Biomedicine
Component integration for web based applications
SEPADS'05 Proceedings of the 4th WSEAS International Conference on Software Engineering, Parallel & Distributed Systems
Ranking refinement and its application to information retrieval
Proceedings of the 17th international conference on World Wide Web
Detecting image spam using visual features and near duplicate detection
Proceedings of the 17th international conference on World Wide Web
Mixed-integer programming for kernel-based classifiers
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Digital modulation classification by support vector machines and Hilbert-Huang transformation
ICCOM'05 Proceedings of the 9th WSEAS International Conference on Communications
Word level multi-script identification
Pattern Recognition Letters
Foundations and Trends in Information Retrieval
Application of support vector machines on prediction of repeat visitation
CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
Development of a humanoid robot for emotion recognition
CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
Selective costing voting for bankruptcy prediction
International Journal of Knowledge-based and Intelligent Engineering Systems
Spam filtering using Kolmogorov complexity analysis
International Journal of Web and Grid Services
Generalization of raster images containing patterns featuring stochastic repetitiveness
Machine Graphics & Vision International Journal
General solution and learning method for binary classification with performance constraints
Pattern Recognition Letters
Regularity selection for effective 3D object reconstruction from a single line drawing
Pattern Recognition Letters
Content-based image retrieval using image regions as query examples
ADC '08 Proceedings of the nineteenth conference on Australasian database - Volume 75
Intelligent modulation type identification using GA-SVM based on WPA
EC'06 Proceedings of the 7th WSEAS International Conference on Evolutionary Computing
Local vs global interactions in clustering algorithms: Advances over K-means
International Journal of Knowledge-based and Intelligent Engineering Systems
Segregating and extracting overlapping data points in two-dimensional plots
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Expert Systems with Applications: An International Journal
Multiclass SVM-RFE for product form feature selection
Expert Systems with Applications: An International Journal
Review: A review on blind detection for image steganography
Signal Processing
Classification model for product form design using fuzzy support vector machines
Computers and Industrial Engineering
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
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Large-scale Protein-Protein Interaction prediction using novel kernel methods
International Journal of Data Mining and Bioinformatics
Information Sciences: an International Journal
Improving accuracy of immune-inspired malware detectors by using intelligent features
Proceedings of the 10th annual conference on Genetic and evolutionary computation
An efficient SVM-GA feature selection model for large healthcare databases
Proceedings of the 10th annual conference on Genetic and evolutionary computation
A reproducing kernel Hilbert space framework for pairwise time series distances
Proceedings of the 25th international conference on Machine learning
Automatically identifying localizable queries
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Fuzzy one-class support vector machines
Fuzzy Sets and Systems
Computational Complexity
An engineering approach to sociable robots
Journal of Experimental & Theoretical Artificial Intelligence
International Journal of Remote Sensing
Robust support vector machines for classification and computational issues
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
International Journal of Human-Computer Studies
Kernels, regularization and differential equations
Pattern Recognition
Expert Systems with Applications: An International Journal
Application of smoothing technique on twin support vector machines
Pattern Recognition Letters
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
Meta methods for model sharing in personal information systems
ACM Transactions on Information Systems (TOIS)
Towards robust semantic role labeling
Computational Linguistics
Efficient multiple faces tracking based on Relevance Vector Machine and Boosting learning
Journal of Visual Communication and Image Representation
Assessing creative problem-solving with automated text grading
Computers & Education
Dynamic classification for video stream using support vector machine
Applied Soft Computing
Artificial Intelligence in Medicine
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
Cancer classification using kernelized fuzzy C-means
FS'08 Proceedings of the 9th WSEAS International Conference on Fuzzy Systems
Human motion analysis and action recognition
MAASE'08 Proceedings of the 1st WSEAS International Conference on Multivariate Analysis and its Application in Science and Engineering
Waterfront surveillance and trackability
Machine Vision and Applications
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Regularized Knowledge-Based Kernel Machine
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Text Classification with Support Vector Machine and Back Propagation Neural Network
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part IV: ICCS 2007
The Kernelized Geometrical Bisection Methods
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
Online Least Squares Support Vector Machines Based on Wavelet and Its Applications
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Hybrid Support Vector Machine and General Model Approach for Audio Classification
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
An Improved SVM Based on 1-Norm for Selection of Personal Credit Scoring Index System
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Rotation Invariant Texture Classification Algorithm Based on DT-CWT and SVM
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
On the Stability and Bias-Variance Analysis of Kernel Matrix Learning
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
The Acoustic Event Detector of AIT
Multimodal Technologies for Perception of Humans
Nearest Local Hyperplane Rules for Pattern Classification
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Partial Discriminative Training of Neural Networks for Classification of Overlapping Classes
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Maximum Margin Active Learning for Sequence Labeling with Different Length
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
Maximal Margin Estimation with Perceptron-Like Algorithm
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
SVM-Based Face Recognition Using Genetic Search for Frequency-Feature Subset Selection
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
A Hybrid Approach for Arabidopsis Root Cell Image Segmentation
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Learning and Classification of Malware Behavior
DIMVA '08 Proceedings of the 5th international conference on Detection of Intrusions and Malware, and Vulnerability Assessment
Learning and Inferences of the Bayesian Network with Maximum Likelihood Parameters
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
ECG Signal Classification Using GAME Neural Network and Its Comparison to Other Classifiers
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Lip-Reading Technique Using Spatio-Temporal Templates and Support Vector Machines
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
An Improved Support Vector Machine for the Classification of Imbalanced Biological Datasets
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Predicting Cytokines Based on Dipeptide and Length Feature
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
A Learning Approach to Early Bug Prediction in Deployed Software
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
Imbalanced SVM Learning with Margin Compensation
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
A Sparse Sampling Method for Classification Based on Likelihood Factor
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
On Relevant Dimensions in Kernel Feature Spaces
The Journal of Machine Learning Research
Entropy-based associative classification algorithm for mining manufacturing data
International Journal of Computer Integrated Manufacturing
Linear potential proximal support vector machines for pattern classification
Optimization Methods & Software - Mathematical programming in data mining and machine learning
Improved classification and segmentation of hyperspectral images using spectral warping
International Journal of Remote Sensing
International Journal of Remote Sensing
Multimodal recognition of personality traits in social interactions
ICMI '08 Proceedings of the 10th international conference on Multimodal interfaces
Identification of QRS complexes in 12-lead electrocardiogram
Expert Systems with Applications: An International Journal
Facial expression recognition - A real time approach
Expert Systems with Applications: An International Journal
Regularized least squares fuzzy support vector regression for financial time series forecasting
Expert Systems with Applications: An International Journal
Online generation of scene descriptions in urban environments
Robotics and Autonomous Systems
Computational Biology and Chemistry
Coupling of scales in a multiscale simulation using neural networks
Computers and Structures
Determination of ocean primary productivity using support vector machines
International Journal of Remote Sensing - Satellite observations of the atmosphere, ocean and their interface in relation to climate, natural hazards and management of the coastal zone
Application of Higher Order Spectra for the Identification of Diabetes Retinopathy Stages
Journal of Medical Systems
Application of support vector machine to predict fault prone classes
ACM SIGSOFT Software Engineering Notes
Learning a two-stage SVM/CRF sequence classifier
Proceedings of the 17th ACM conference on Information and knowledge management
Identifying table boundaries in digital documents via sparse line detection
Proceedings of the 17th ACM conference on Information and knowledge management
Exploration of configural representation in landmark learning using working memory toolkit
Pattern Recognition Letters
Active post-refined multimodality video semantic concept detection with tensor representation
MM '08 Proceedings of the 16th ACM international conference on Multimedia
iDVT: an interactive digital violin tutoring system based on audio-visual fusion
MM '08 Proceedings of the 16th ACM international conference on Multimedia
EURASIP Journal on Advances in Signal Processing
Vision-based technique for secure recognition of voice-less commands
International Journal of Electronic Security and Digital Forensics
A maximum entropy approach to feature selection in knowledge-based authentication
Decision Support Systems
Expert Systems with Applications: An International Journal
Selection of significant independent components for ECG beat classification
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Vibration-based fault diagnosis of spur bevel gear box using fuzzy technique
Expert Systems with Applications: An International Journal
Augmenting learning function to Bayesian network inferences with maximum likelihood parameters
Expert Systems with Applications: An International Journal
Using combination of support vector machines for automatic analog modulation recognition
Expert Systems with Applications: An International Journal
Frog classification using machine learning techniques
Expert Systems with Applications: An International Journal
Cross-correlation aided support vector machine classifier for classification of EEG signals
Expert Systems with Applications: An International Journal
Pattern Recognition Letters
Robust support vector regression in the primal
Neural Networks
Broad phonetic classification using discriminative Bayesian networks
Speech Communication
Multirelational classification: a multiple view approach
Knowledge and Information Systems
Similarity Features for Facial Event Analysis
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Reliability Assessment of Machining Accuracy on Support Vector Machine
ICIRA '08 Proceedings of the First International Conference on Intelligent Robotics and Applications: Part II
Nonparallel plane proximal classifier
Signal Processing
Short term wind speed prediction using support vector machine model
WSEAS Transactions on Computers
Support vector regression for link load prediction
Computer Networks: The International Journal of Computer and Telecommunications Networking
Experiments with Rough Set Approach to Face Recognition
RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
A Class of Novel Kernel Functions
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Learning-Function-Augmented Inferences of Causalities Implied in Health Data
Advanced Web and NetworkTechnologies, and Applications
Entity-Based Classification of Web Page in Search Engine
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
A Novel Pen-Based Flowchart Recognition System for Programming Teaching
Advances in Blended Learning
Artificial Intelligence Review
Computer Methods and Programs in Biomedicine
Supervised Textual Document Classification Using Neuronal Group Learning
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Multi-class Support Vector Machine Simplification
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Computer Methods and Programs in Biomedicine
Evaluation of spam detection and prevention frameworks for email and image spam: a state of art
Proceedings of the 10th International Conference on Information Integration and Web-based Applications & Services
Bellwether analysis: Searching for cost-effective query-defined predictors in large databases
ACM Transactions on Knowledge Discovery from Data (TKDD)
Color-texture segmentation using unsupervised graph cuts
Pattern Recognition
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
Empirical analysis of support vector machine ensemble classifiers
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A SVM-based discretization method with application to associative classification
Expert Systems with Applications: An International Journal
Associated evolution of a support vector machine-based classifier for pedestrian detection
Information Sciences: an International Journal
Use of particle swarm optimization for machinery fault detection
Engineering Applications of Artificial Intelligence
One class support vector machine for anomaly detection in the communication network performance data
ELECTROSCIENCE'07 Proceedings of the 5th conference on Applied electromagnetics, wireless and optical communications
Personalized MTV Affective Analysis Using User Profile
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
POLYBIO: Multimodal Biometric Data Acquisition Platform and Security System
Biometrics and Identity Management
A generic multi-dimensional feature extraction method using multiobjective genetic programming
Evolutionary Computation
An evolutionary approach for achieving scalability with general regression neural networks
Natural Computing: an international journal
Separating hypersurfaces of SVMs in input spaces
Pattern Recognition Letters
Journal of Biomedical Informatics
A hybrid evolutionary algorithm for attribute selection in data mining
Expert Systems with Applications: An International Journal
Driver drowsiness detection with eyelid related parameters by Support Vector Machine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Least squares twin support vector machines for pattern classification
Expert Systems with Applications: An International Journal
V-detector: An efficient negative selection algorithm with "probably adequate" detector coverage
Information Sciences: an International Journal
Extractive Support Vector Algorithm on Support Vector Machines for Image Restoration
Fundamenta Informaticae
Indexing density models for incremental learning and anytime classification on data streams
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Game bot identification based on manifold learning
Proceedings of the 7th ACM SIGCOMM Workshop on Network and System Support for Games
A simultaneous learning framework for clustering and classification
Pattern Recognition
Optimisation and data mining techniques for the screening of epileptic patients
International Journal of Bioinformatics Research and Applications
Kernel Trees for Support Vector Machines
IEICE - Transactions on Information and Systems
A New Approach for Personal Identification Based on dVCG
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
Ranking and classifying attractiveness of photos in folksonomies
Proceedings of the 18th international conference on World wide web
Rough ν-support vector regression
Expert Systems with Applications: An International Journal
Automatic EEG signal classification for epilepsy diagnosis with Relevance Vector Machines
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
RV-SVM: An Efficient Method for Learning Ranking SVM
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Modelling of a new solar air heater through least-squares support vector machines
Expert Systems with Applications: An International Journal
Multiclass classification and gene selection with a stochastic algorithm
Computational Statistics & Data Analysis
Coresets for polytope distance
Proceedings of the twenty-fifth annual symposium on Computational geometry
Online Classification of Network Flows
CNSR '09 Proceedings of the 2009 Seventh Annual Communication Networks and Services Research Conference
Computationally efficient analysis of cable-stayed bridge for GA-based optimization
Engineering Applications of Artificial Intelligence
Brief paper: On-line voltage security assessment of power systems using core vector machines
Engineering Applications of Artificial Intelligence
Computers in Biology and Medicine
Expert Systems with Applications: An International Journal
GA-based learning bias selection mechanism for real-time scheduling systems
Expert Systems with Applications: An International Journal
Detecting stock-price manipulation in an emerging market: The case of Turkey
Expert Systems with Applications: An International Journal
Analytic center of spherical shells and its application to analytic center machine
Computational Optimization and Applications
Using Support Vector Machines for feature-oriented profile-based recommendations
International Journal of Advanced Intelligence Paradigms
A Bag of Words Approach for 3D Object Categorization
MIRAGE '09 Proceedings of the 4th International Conference on Computer Vision/Computer Graphics CollaborationTechniques
Malicious Code Detection Using Active Learning
Privacy, Security, and Trust in KDD
Effective Detection of the Alzheimer Disease by Means of Coronal NMSE SVM Feature Classification
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Probabilistic Ranking Support Vector Machine
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
A fuzzy logic system for home elderly people monitoring (EMUTEM)
FS'09 Proceedings of the 10th WSEAS international conference on Fuzzy systems
A machine learning approach for posture recognition based on simplified shock graph
WAV'09 Proceedings of the 3rd WSEAS international symposium on Wavelets theory and applications in applied mathematics, signal processing & modern science
Latent classification models for binary data
Pattern Recognition
Adaptive Web SitesA Knowledge Extraction from Web Data Approach
Proceedings of the 2008 conference on Adaptive Web Sites: A Knowledge Extraction from Web Data Approach
An Analysis of Support Vector Machines for Credit Risk Modeling
Proceedings of the 2008 conference on Applications of Data Mining in E-Business and Finance
Supervised Machine Learning: A Review of Classification Techniques
Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Annotating multiple types of biomedical entities: a single word classification approach
JNLPBA '04 Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A New Fake Iris Detection Method
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Segmentation of legal documents
Proceedings of the 12th International Conference on Artificial Intelligence and Law
Word-Wise Thai and Roman Script Identification
ACM Transactions on Asian Language Information Processing (TALIP)
International Journal of Remote Sensing
Automated classification of duodenal imagery in celiac disease using evolved Fourier feature vectors
Computer Methods and Programs in Biomedicine
Classification of silhouettes using contour fragments
Computer Vision and Image Understanding
A simple score normalisation technique for multimodal biometric authentication
International Journal of Biometrics
Biometric person authentication with liveness detection based on audio-visual fusion
International Journal of Biometrics
International Journal of Intelligent Systems Technologies and Applications
A study of structured clinical abstracts and the semantic classification of sentences
BioNLP '07 Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing
Feature reduction using Support Vector Machines for binary gas detection
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
On the Effectiveness of Diversity When Training Multiple Classifier Systems
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
The Bias Variance Trade-Off in Bootstrapped Error Correcting Output Code Ensembles
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Influence of Hyperparameters on Random Forest Accuracy
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Secure Cover Selection Steganography
ISA '09 Proceedings of the 3rd International Conference and Workshops on Advances in Information Security and Assurance
Results of an Adaboost Approach on Alzheimer's Disease Detection on MRI
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part II: Bioinspired Applications in Artificial and Natural Computation
Support Vector Machines and Neural Networks for the Alzheimer's Disease Diagnosis Using PCA
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part II: Bioinspired Applications in Artificial and Natural Computation
DDoS Attack Detection Algorithm Using IP Address Features
FAW '09 Proceedings of the 3d International Workshop on Frontiers in Algorithmics
A Machine Learning Approach to Mass Spectra Classification with Unsupervised Feature Selection
Computational Intelligence Methods for Bioinformatics and Biostatistics
A Robust Support Vector Regression Based on Fuzzy Clustering
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
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
Foundations and Trends in Information Retrieval
A new algorithm for implementing BSB-based associative memories
ICC'08 Proceedings of the 12th WSEAS international conference on Circuits
Prostate cancer biomarker discovery using high performance mass spectral serum profiling
Computer Methods and Programs in Biomedicine
Support Vector Machines for TCP traffic classification
Computer Networks: The International Journal of Computer and Telecommunications Networking
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
Computerized interactive gaming via supporting vector machines
International Journal of Computer Games Technology
International Journal of Remote Sensing
Automated Arabidopsis plant root cell segmentation based on SVM classification and region merging
Computers in Biology and Medicine
Some research questions for computational transportation science
Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking, and Services
Handwritten document image segmentation into text lines and words
Pattern Recognition
Maize root complexity analysis using a Support Vector Machine method
Computers and Electronics in Agriculture
On the integration of grounding language and learning objects
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
A manifold regularization approach to calibration reduction for sensor-network based tracking
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
A Hybrid Documents Classification Based on SVM and Rough Sets
AST '09 Proceedings of the 2009 International e-Conference on Advanced Science and Technology
Large margin nearest local mean classifier
Signal Processing
Other-anaphora resolution in biomedical texts with automatically mined patterns
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
ODDboost: Incorporating Posterior Estimates into AdaBoost
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
EURASIP Journal on Advances in Signal Processing
An efficient scheme of target classification and information fusion in wireless sensor networks
Personal and Ubiquitous Computing
Artificial Intelligence in Medicine
HLT-SRWS '04 Proceedings of the Student Research Workshop at HLT-NAACL 2004
Customer Churn Prediction for Broadband Internet Services
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
An incremental learning algorithm for Lagrangian support vector machines
Pattern Recognition Letters
Learning support vector machines from distributed data sources
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
Enabling always-available input with muscle-computer interfaces
Proceedings of the 22nd annual ACM symposium on User interface software and technology
Statistical analysis of mammographic features and its classification using support vector machine
Expert Systems with Applications: An International Journal
Least squares support vector machines ensemble models for credit scoring
Expert Systems with Applications: An International Journal
SVMC: single-class classification with support vector machines
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Convex experimental design using manifold structure for image retrieval
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Detecting pornographic video content by combining image features with motion information
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Automatic prediction of individual performance from "thin slices" of social behavior
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Identifying auxiliary web images using combination of analyses
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Automatic identification of discourse moves in scientific article introductions
EANL '08 Proceedings of the Third Workshop on Innovative Use of NLP for Building Educational Applications
Serving Comparative Shopping Links Non-invasively
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Towards Generic Detection of Unusual Events in Video Surveillance
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Controlling non-player characters using support vector machines
Future Play '09 Proceedings of the 2009 Conference on Future Play on @ GDC Canada
Spatial and temporal pyramids for grammatical expression recognition of American sign language
Proceedings of the 11th international ACM SIGACCESS conference on Computers and accessibility
Navigating, Recognizing and Describing Urban Spaces With Vision and Lasers
International Journal of Robotics Research
A complete fuzzy discriminant analysis approach for face recognition
Applied Soft Computing
A novel approach to model generation for heterogeneous data classification
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Integrated access to legal literature through automated semantic classification
Artificial Intelligence and Law
Facial emotion classification using active appearance model and support vector machine classifier
Machine Graphics & Vision International Journal
An improved method for face recognition based on SVM in frequency domain
Machine Graphics & Vision International Journal
Learning from imbalanced data in surveillance of nosocomial infection
Artificial Intelligence in Medicine
Granular support vector machines with association rules mining for protein homology prediction
Artificial Intelligence in Medicine
Bio-medical entity extraction using support vector machines
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Predicting the conversion probability for items on C2C ecommerce sites
Proceedings of the 18th ACM conference on Information and knowledge management
Incremental query evaluation for support vector machines
Proceedings of the 18th ACM conference on Information and knowledge management
Proceedings of the ACM International Conference on Image and Video Retrieval
Machine vision for automating visual condition monitoring of railway sleepers
ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control
Statistical learning theory for location fingerprinting in wireless LANs
Computer Networks: The International Journal of Computer and Telecommunications Networking
Congestion-aware, loss-resilient bio-monitoring sensor networking for mobile health applications
IEEE Journal on Selected Areas in Communications - Special issue on wireless and pervasive communications for healthcare
IEEE Transactions on Information Technology in Biomedicine
Margin calibration in SVM class-imbalanced learning
Neurocomputing
Proximal support vector machine using local information
Neurocomputing
Labeling design documents based on operators' consensus-A case study of robotic design
Computers in Industry
Extended kernel recursive least squares algorithm
IEEE Transactions on Signal Processing
Statistical shallow semantic parsing despite little training data
Parsing '05 Proceedings of the Ninth International Workshop on Parsing Technology
Feature subset selection for improved native accent identification
Speech Communication
A survey of prediction models for breast cancer survivability
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
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
SVMs modeling for highly imbalanced classification
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
Multiclass classification based on extended support vector data description
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Fast and efficient strategies for model selection of Gaussian support vector machine
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Radon representation-based feature descriptor for texture classification
IEEE Transactions on Image Processing
Content based image retrieval using unclean positive examples
IEEE Transactions on Image Processing
Novel multiclass classifiers based on the minimization of the within-class variance
IEEE Transactions on Neural Networks
Probabilistic classification vector machines
IEEE Transactions on Neural Networks
Multilayer SOM with tree-structured data for efficient document retrieval and plagiarism detection
IEEE Transactions on Neural Networks
SIP '07 Proceedings of the Ninth IASTED International Conference on Signal and Image Processing
An ensemble approach applied to classify spam e-mails
Expert Systems with Applications: An International Journal
Analog circuits optimization based on evolutionary computation techniques
Integration, the VLSI Journal
Classifier subset selection for biomedical named entity recognition
Applied Intelligence
A Rotary-wing Unmanned Air Vehicle for Aquatic Weed Surveillance and Management
Journal of Intelligent and Robotic Systems
Description-based design of melodies
Computer Music Journal
Image compression scheme based on curvelet transform and support vector machine
Expert Systems with Applications: An International Journal
Application of support vector machine technology for weed and nitrogen stress detection in corn
Computers and Electronics in Agriculture
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Boosting Classifiers Built from Different Subsets of Features
Fundamenta Informaticae
SVM Classification of EEG Signals for Brain Computer Interface
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
Color grading of beef fat by using computer vision and support vector machine
Computers and Electronics in Agriculture
Computers in Biology and Medicine
Pattern Recognition of Abnormal Left Ventricle Wall Motion in Cardiac MR
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Using Wolfe's Method in Support Vector Machines Learning Stage
MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
Kernel Generalized Foley-Sammon Transform with Cluster-Weighted
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Local Kernel for Brains Classification in Schizophrenia
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
Turbine Fault Diagnosis Based on Fuzzy Theory and SVM
AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
Active Learning Image Spam Hunter
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Obstacle Categorization Based on Hybridizing Global and Local Features
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
A Geometric Algorithm for Learning Oblique Decision Trees
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Computer Methods and Programs in Biomedicine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Kernel based support vector machine via semidefinite programming: Application to medical diagnosis
Computers and Operations Research
Frontal view recognition in multiview video sequences
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Image retrieval using noisy query
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Wrinkle feature-based skin age estimation scheme
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Anchor text extraction for academic search
NLPIR4DL '09 Proceedings of the 2009 Workshop on Text and Citation Analysis for Scholarly Digital Libraries
Detection of red lesions in digital fundus images
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Optimal gossip algorithm for distributed consensus SVM training in wireless sensor networks
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Approximate dynamic programming using Bellman residual elimination and Gaussian process regression
ACC'09 Proceedings of the 2009 conference on American Control Conference
Interactive learning of the acoustic properties of household objects
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Inference of genetic networks using linear programming machines: application of a priori knowledge
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
GNG-SVM framework: classifying large datasets with support vector machines using growing neural gas
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Online temporal pattern learning
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Piecewise multi-classification support vector machines
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Representation and feature selection using multiple kernel learning
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
One-against-all-based multiclass SVM strategies applied to vehicle plate character recognition
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
On classifiability of wavelet features for EEG-based brain-computer interfaces
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Brain fMRI processing and classification based on combination of PCA and SVM
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Application of support vector machines to bandwidth reservation in sectored cellular communications
Engineering Applications of Artificial Intelligence
Transmembrane segments prediction and understanding using support vector machine and decision tree
Expert Systems with Applications: An International Journal
Splice site prediction using support vector machines with a Bayes kernel
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Kernel methods for short-term portfolio management
Expert Systems with Applications: An International Journal
The evaluation of consumer loans using support vector machines
Expert Systems with Applications: An International Journal
Effective segmentation and classification for HCC biopsy images
Pattern Recognition
Exploiting structural information for semi-structured document categorization
Information Processing and Management: an International Journal
On detecting nonlinear patterns in discriminant problems
Information Sciences: an International Journal
Intelligence system approach for computer network security
AsiaCSN '07 Proceedings of the Fourth IASTED Asian Conference on Communication Systems and Networks
GVE '07 Proceedings of the IASTED International Conference on Graphics and Visualization in Engineering
Progressive refinement for support vector machines
Data Mining and Knowledge Discovery
Self-adaptive parameter optimization approach for least squares support vector machines
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Classification of aeronautics system health and safety documents
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A novel system for predicting plant protein kinase superfamily by using machine learning methodology
ISB '10 Proceedings of the International Symposium on Biocomputing
On the simplification of an examples-based controller with support vector machines
Control and Intelligent Systems
Wheat ear detection by textural analysis for improving the manual countings
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
Design of a modified one-against-all SVM classifier
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Two-view face recognition using bayesian fusion
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
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
A semi-supervised support vector machine based algorithm for face recognition
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Toward a vision based hand gesture interface for robotic grasping
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Proceedings of the 2010 conference on Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Prune support vector machines by an iterative process
International Journal of Computers and Applications
An efficient use of support vector machines for speech signal classification
CIMMACS'09 Proceedings of the 8th WSEAS International Conference on Computational intelligence, man-machine systems and cybernetics
CIT'09 Proceedings of the 3rd International Conference on Communications and information technology
Machine learning based encrypted traffic classification: identifying SSH and skype
CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications
Classification of breast tissues using Getis-Ord statistics and support vector machine
Intelligent Decision Technologies - Special issue on advances in medical intelligent decision support systems
Fast support-based clustering method for large-scale problems
Pattern Recognition
An optimization on pictogram identification for the road-sign recognition task using SVMs
Computer Vision and Image Understanding
Experimental analysis of application-level intrusion detection algorithms
International Journal of Security and Networks
Activated automotive control of continuous voice using sequential feature segmentation
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Multiclass detection of cells in multicontrast composite images
Computers in Biology and Medicine
Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications
International Journal of Approximate Reasoning
Letter: Regaining sparsity in kernel principal components
Neurocomputing
Multimedia Tools and Applications
Boosting by weighting critical and erroneous samples
Neurocomputing
Classifier combination based on confidence transformation
Pattern Recognition
Rapid and brief communiction: Possibilistic support vector machines
Pattern Recognition
TSVR: An efficient Twin Support Vector Machine for regression
Neural Networks
On the sparseness of 1-norm support vector machines
Neural Networks
Computational Statistics & Data Analysis
Expert Systems with Applications: An International Journal
Reducing samples for accelerating multikernel semiparametric support vector regression
Expert Systems with Applications: An International Journal
Review: Using support vector machines in diagnoses of urological dysfunctions
Expert Systems with Applications: An International Journal
Selecting discriminant eigenfaces for face recognition
Pattern Recognition Letters
A new ranking method for principal components analysis and its application to face image analysis
Image and Vision Computing
Review: Development of soft computing and applications in agricultural and biological engineering
Computers and Electronics in Agriculture
Complex-valued support vector classifiers
Digital Signal Processing
Skinput: appropriating the body as an input surface
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Feature selection & dominant feature selection for product reviews using meta-heuristic algorithms
Proceedings of the Third Annual ACM Bangalore Conference
Hybrid computational models for the characterization of oil and gas reservoirs
Expert Systems with Applications: An International Journal
Robust truncated support vector regression
Expert Systems with Applications: An International Journal
CARRADS: Cross layer based adaptive real-time routing attack detection system for MANETS
Computer Networks: The International Journal of Computer and Telecommunications Networking
Computers in Biology and Medicine
A secure digital camera based fingerprint verification system
Journal of Visual Communication and Image Representation
Information Sciences: an International Journal
Classification of skewed and homogenous document corpora with class-based and corpus-based keywords
KI'06 Proceedings of the 29th annual German conference on Artificial intelligence
Tornado detection with support vector machines
ICCS'03 Proceedings of the 2003 international conference on Computational science
A hybrid relevance-feedback approach to text retrieval
ECIR'03 Proceedings of the 25th European conference on IR research
Representative sampling for text classification using support vector machines
ECIR'03 Proceedings of the 25th European conference on IR research
Palmprint recognition using wavelet and support vector machines
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Texture classification using finite Ridgelet transform and support vector machines
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
A Markov process based approach to effective attacking JPEG steganography
IH'06 Proceedings of the 8th international conference on Information hiding
A closer look at boosted image retrieval
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Data mining as an automated service
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Kernel combination versus classifier combination
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Classifier ensembles for vector space embedding of graphs
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Biometric person authentication is a multiple classifier problem
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Independent component analysis and support vector machine for face feature extraction
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Performance evaluation of face recognition algorithms on the asian face database, KFDB
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Combined face detection/recognition system for smart rooms
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
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
Enhanced P300-based cursor movement control
FAC'07 Proceedings of the 3rd international conference on Foundations of augmented cognition
Simultaneous tuning of hyperparameter and parameter for support vector machines
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Experiments on kernel tree support vector machines for text categorization
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Client dependent GMM-SVM models for speaker verification
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
A visual system for hand gesture recognition in human-computer interaction
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Graph embedding in vector spaces by means of prototype selection
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Softening the margin in discrete SVM
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Enhancing just-in-time e-learning through machine learning on desktop context sensors
CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
Time discretisation applied to anomaly detection in a marine engine
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
An intelligent typhoon damage prediction system from aerial photographs
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
Learning to recognize faces incrementally
Proceedings of the 29th DAGM conference on Pattern recognition
UbiComp '07 Proceedings of the 9th international conference on Ubiquitous computing
A conceptual framework of affective context-aware interactive learning media
Edutainment'07 Proceedings of the 2nd international conference on Technologies for e-learning and digital entertainment
Combination of rough sets and genetic algorithms for text classification
AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
Novel classification and segmentation techniques with application to remotely sensed images
Transactions on rough sets VII
Inferring relevant social networks from interpersonal communication
Proceedings of the 19th international conference on World wide web
A large-scale active learning system for topical categorization on the web
Proceedings of the 19th international conference on World wide web
Discriminative classifiers with adaptive kernels for noise robust speech recognition
Computer Speech and Language
Classification of functional voice disorders based on phonovibrograms
Artificial Intelligence in Medicine
Time to CARE: a collaborative engine for practical disease prediction
Data Mining and Knowledge Discovery
Data Mining and Knowledge Discovery
An SVM-based machine learning method for accurate internet traffic classification
Information Systems Frontiers
Proceedings of the 2010 ACM Symposium on Applied Computing
Extracting ontology concept hierarchies from text using Markov logic
Proceedings of the 2010 ACM Symposium on Applied Computing
e-mail authorship verification for forensic investigation
Proceedings of the 2010 ACM Symposium on Applied Computing
Detecting metamorphic malwares using code graphs
Proceedings of the 2010 ACM Symposium on Applied Computing
A two-stage speech activity detection system considering fractal aspects of prosody
Pattern Recognition Letters
An improved NN-SVM based on K congener nearest neighbors classification algorithm
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
Evolutionary feature and parameter selection in support vector regression
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
SVM-based audio classification for content-based multimedia retrieval
MCAM'07 Proceedings of the 2007 international conference on Multimedia content analysis and mining
Classifying EEG data into different memory loads across subjects
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
A vision system for recognizing objects in complex real images
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
A novel active learning approach for SVM based web image retrieval
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Database implementation of a model-free classifier
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Hidden Markov models applied to snakes behavior identification
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
MP-polynomial kernel for training support vector machines
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Lung structure classification using 3D geometric measurements and SVM
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Edge detection in ventriculograms using support vector machine classifiers and deformable models
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Using fisher kernel on 2D-shape identification
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
A temporal and visual analysis-based approach to commercial detection in news video
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
A SVM face recognition method based on optimized Gabor features
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Automatic image annotation for semantic image retrieval
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Successive overrelaxation for support vector regression
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
ERCIM'06 Proceedings of the 9th conference on User interfaces for all
Support vector regression based hybrid rule extraction methods for forecasting
Expert Systems with Applications: An International Journal
Automatic recognition of radio signals using a hybrid intelligent technique
Expert Systems with Applications: An International Journal
Evolutionary fuzzy decision model for construction management using support vector machine
Expert Systems with Applications: An International Journal
Robust lossless image watermarking based on α-trimmed mean algorithm and support vector machine
Journal of Systems and Software
On minimum class locality preserving variance support vector machine
Pattern Recognition
Handwritten character recognition through two-stage foreground sub-sampling
Pattern Recognition
SVM-based feature extraction for face recognition
Pattern Recognition
An approach for kernel selection based on data distribution
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
A fast computation of inter-class overlap measures using prototype reduction schemes
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
An improved fuzzy support vector machine for credit rating
NPC'07 Proceedings of the 2007 IFIP international conference on Network and parallel computing
The minimum redundancy-maximum relevance approach to building sparse support vector machines
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Nonlinear dimensionality reduction for face recognition
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
A study on adult image detection via object analysis and multiresizing
ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies
Optimising multiple kernels for SVM by genetic programming
EvoCOP'08 Proceedings of the 8th European conference on Evolutionary computation in combinatorial optimization
Based on the SVM university education's quality regression analysis
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Optimization of SVM parameters based on PSO algorithm
ICNC'09 Proceedings of the 5th international conference on Natural computation
A new model of multi-class support vector machine with parameter υ
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Improvements to train support vector machines based on convex set conception
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
An automatic diagnosis system based on thyroid gland: ADSTG
Expert Systems with Applications: An International Journal
Intelligent location-based mobile news service system with automatic news summarization
Expert Systems with Applications: An International Journal
Feature selection using rough-DPSO in anomaly intrusion detection
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
Keystroke pressure-based typing biometrics authentication system using support vector machines
ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
On active learning of record matching packages
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Evaluating learning algorithms and classifiers
International Journal of Intelligent Information and Database Systems
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
Statistical modeling of large distribution sets
Proceedings of the Fourth SIGMOD PhD Workshop on Innovative Database Research
Nonparametric obstruction detection for UWB localization
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Movement recognition using body area networks
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Eigenfeatures and supervectors in feature and score fusion for SVM face and speaker verification
BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
A study for the self similarity smile detection
BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
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
Large scale image clustering with support vector machine based on visual keywords
Proceedings of the Tenth International Workshop on Multimedia Data Mining
Image watermarking method in multiwavelet domain based on support vector machines
Journal of Systems and Software
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
oreChem ChemXSeer: a semantic digital library for chemistry
Proceedings of the 10th annual joint conference on Digital libraries
Using single-layer neural network for recognition of isolated handwritten Persian digits
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Image mosaicing via quadric surface estimation with priors for tunnel inspection
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multi-class SVM for forestry classification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Linear and nonlinear dimensionality reduction for face recognition
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ECoG recognition of motor imagery based on SVM ensemble
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Active learning and basis selection for kernel-based linear models: a Bayesian perspective
IEEE Transactions on Signal Processing
An effective method of pruning support vector machine classifiers
IEEE Transactions on Neural Networks
An adaptive multiobjective approach to evolving ART architectures
IEEE Transactions on Neural Networks
A maximizing-discriminability-based self-organizing fuzzy network for classification problems
IEEE Transactions on Fuzzy Systems
A visual word weighting scheme based on emerging itemsets for video annotation
Information Processing Letters
Sparse approximation through boosting for learning large scale kernel machines
IEEE Transactions on Neural Networks
Classification of the electrocardiogram signals using supervised classifiers and efficient features
Computer Methods and Programs in Biomedicine
A greedy algorithm for gene selection based on SVM and correlation
International Journal of Bioinformatics Research and Applications
Functional proteomic pattern identification under low dose ionizing radiation
Artificial Intelligence in Medicine
So near and yet so far: New insight into properties of some well-known classifier paradigms
Information Sciences: an International Journal
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Latent aspect rating analysis on review text data: a rating regression approach
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Intelligent segmentation method for real-time defect inspection system
Computers in Industry
Proximity queries using separating bounding volumes
International Journal of Computer Applications in Technology
Third-party error detection support mechanisms for dictation speech recognition
Interacting with Computers
Classification of steganalysis techniques: A study
Digital Signal Processing
A PSO-based weighting method for linear combination of neural networks
Computers and Electrical Engineering
On Lagrangian support vector regression
Expert Systems with Applications: An International Journal
A reduced data set method for support vector regression
Expert Systems with Applications: An International Journal
GMRVVm-SVR model for financial time series forecasting
Expert Systems with Applications: An International Journal
Least squares twin support vector hypersphere (LS-TSVH) for pattern recognition
Expert Systems with Applications: An International Journal
EEG signal classification using PCA, ICA, LDA and support vector machines
Expert Systems with Applications: An International Journal
ECG signal monitoring using one-class support vector machine
AEE'10 Proceedings of the 9th WSEAS international conference on Applications of electrical engineering
Multi-weight vector projection support vector machines
Pattern Recognition Letters
Sparse learning for support vector classification
Pattern Recognition Letters
Hunting for truly relevant articles in bioinformatics literature: a preliminary study
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology
Detecting spammers with SNARE: spatio-temporal network-level automatic reputation engine
SSYM'09 Proceedings of the 18th conference on USENIX security symposium
Robust identification of persons by lips contour using shape transformation
INES'10 Proceedings of the 14th international conference on Intelligent engineering systems
MILCOM'09 Proceedings of the 28th IEEE conference on Military communications
A hybrid SVM based decision tree
Pattern Recognition
Multi-oriented Bangla and Devnagari text recognition
Pattern Recognition
Enhancing the classification accuracy by scatter-search-based ensemble approach
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
Efficient Heuristics for Discriminative Structure Learning of Bayesian Network Classifiers
The Journal of Machine Learning Research
Noninvasive diagnosis of pulmonary hypertension using heart sound analysis
Computers in Biology and Medicine
Sparse ensembles using weighted combination methods based on linear programming
Pattern Recognition
Contextual advertising for web article printing
Proceedings of the 10th ACM symposium on Document engineering
Soft Nearest Convex Hull Classifier
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Midpoint-validation algorithm for support vector machine classification
Artificial Life and Robotics
Particle swarm optimization aided orthogonal forward regression for unified data modeling
IEEE Transactions on Evolutionary Computation
Online signature verification with support vector machines based on LCSS kernel functions
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
EP-based robust weighting scheme for fuzzy SVMs
ADC '10 Proceedings of the Twenty-First Australasian Conference on Database Technologies - Volume 104
Knowledge based Least Squares Twin support vector machines
Information Sciences: an International Journal
Comparison of speaker adaptation methods as feature extraction for SVM-based speaker recognition
IEEE Transactions on Audio, Speech, and Language Processing
Data-driven background dataset selection for SVM-based speaker verification
IEEE Transactions on Audio, Speech, and Language Processing
WOSN'10 Proceedings of the 3rd conference on Online social networks
SVM-based supervised and unsupervised classification schemes
WSEAS Transactions on Computers
Semantic relations for problem-oriented medical records
Artificial Intelligence in Medicine
Pedestrian Detection and Tracking Using Three-dimensional LADAR Data
International Journal of Robotics Research
Ranking under temporal constraints
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Exploiting tag and word correlations for improved webpage clustering
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
Large margin classifiers based on affine hulls
Neurocomputing
A Novel Method for Efficient Indoor---Outdoor Image Classification
Journal of Signal Processing Systems
CBS: Contourlet-Based Steganalysis Method
Journal of Signal Processing Systems
Hybrid active learning for cross-domain video concept detection
Proceedings of the international conference on Multimedia
MC-tree: Improving Bayesian anytime classification
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
A protein classifier based on SVM by using the voxel based descriptor
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Fuzzy integral to speed up support vector machines training for pattern classification
International Journal of Knowledge-based and Intelligent Engineering Systems
Expert Systems with Applications: An International Journal
Multikernel semiparametric linear programming support vector regression
Expert Systems with Applications: An International Journal
Computers and Electronics in Agriculture
Applying SVMs and weight-based factor analysis to unsupervised adaptation for speaker verification
Computer Speech and Language
A support vector regression based prediction model of affective responses for product form design
Computers and Industrial Engineering
Mining concept similarities for heterogeneous ontologies
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Automatic speech-based classification of gender, age and accent
PKAW'10 Proceedings of the 11th international conference on Knowledge management and acquisition for smart systems and services
Convergence of a new decomposition algorithm for support vector machines
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Prediction of equipment maintenance using optimized support vector machine
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
A boosting approach for utterance verification
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Novel biological network features discovery for in silico identification of drug targets
Proceedings of the 1st ACM International Health Informatics Symposium
Image classification of vascular smooth muscle cells
Proceedings of the 1st ACM International Health Informatics Symposium
Automated X-ray image annotation: single versus ensemble of support vector machines
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Automatic detection and evaluation of edentulous speakers with insufficient dentures
TSD'10 Proceedings of the 13th international conference on Text, speech and dialogue
Fuzzy chance constrained support vector machine
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
Manifold learning for biomarker discovery in MR imaging
MLMI'10 Proceedings of the First international conference on Machine learning in medical imaging
The computational model to predict accurately inhibitory activity for inhibitors towardsCYP3A4
Computers in Biology and Medicine
Using SVM based method for equipment fault detection in a thermal power plant
Computers in Industry
Rule extraction from support vector machines: A review
Neurocomputing
What is happening now? Detection of activities of daily living from simple visual features
Personal and Ubiquitous Computing
Using local alignments for relation recognition
Journal of Artificial Intelligence Research
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
Feasibility structure modeling: an effective chaperone for constrained memetic algorithms
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
A novel technique for subpixel image classification based on support vector machine
IEEE Transactions on Image Processing
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
Fuzzy hyper-prototype clustering
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
Evaluation of distance measures for multi-class classification in binary SVM decision tree
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Improving object classification in far-field video
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
An unsupervised, online learning framework for moving object detection
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Random sampling based SVM for relevance feedback image retrieval
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Engineering Applications of Artificial Intelligence
Using an iterative linear solver in an interior-point method for generating support vector machines
Computational Optimization and Applications
A Weighted Principal Component Analysis and Its Application to Gene Expression Data
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
NP-completeness of the problem of prototype selection in the nearest neighbor method
Pattern Recognition and Image Analysis
Prototype sample selection based on minimization of the complete cross validation functional
Pattern Recognition and Image Analysis
A comparison of session variability compensation approaches for speaker verification
IEEE Transactions on Information Forensics and Security
A comprehensive approach to image spam detection: from server to client solution
IEEE Transactions on Information Forensics and Security
Clifford support vector machines for classification, regression, and recurrence
IEEE Transactions on Neural Networks
Original paper: Automatic grading of Bi-colored apples by multispectral machine vision
Computers and Electronics in Agriculture
An associative memory-based learning model with an efficient hardware implementation in FPGA
Expert Systems with Applications: An International Journal
Effect of number of features on classification of roller bearing faults using SVM and PSVM
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Signal Processing
Scalable information extraction for web queries
International Journal of Computational Science and Engineering
Designing an artificial immune system-based machine learning classifier for medical diagnosis
ICICA'10 Proceedings of the First international conference on Information computing and applications
Pattern recognition techniques for the classification of malware packers
ACISP'10 Proceedings of the 15th Australasian conference on Information security and privacy
A new smooth support vector machine
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
Traffic data collection for floating car data enhancement in V2I networks
EURASIP Journal on Advances in Signal Processing - Special title on vehicular ad hoc networks
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
Steganalysis using partially ordered Markov models
IH'10 Proceedings of the 12th international conference on Information hiding
Control chart pattern recognition using a novel hybrid intelligent method
Applied Soft Computing
Assessing the severity of phishing attacks: A hybrid data mining approach
Decision Support Systems
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Non-singleton genetic fuzzy logic system for arrhythmias classification
Engineering Applications of Artificial Intelligence
Selective sampling techniques for feedback-based data retrieval
Data Mining and Knowledge Discovery
Data mining applications in hydrocarbon exploration
Artificial Intelligence Review
Speed up kernel discriminant analysis
The VLDB Journal — The International Journal on Very Large Data Bases
Condensed vector machines: learning fast machine for large data
IEEE Transactions on Neural Networks
A survey of recent trends in one class classification
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
A multi-class object classifier using boosted Gaussian mixture model
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
Factorizing class characteristics via group MEBs construction
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Greedy optimization classifiers ensemble based on diversity
Pattern Recognition
Multi-objective uniform design as a SVM model selection tool for face recognition
Expert Systems with Applications: An International Journal
A granular agent evolutionary algorithm for classification
Applied Soft Computing
Learning with uncertain kernel matrix set
Journal of Computer Science and Technology
A general multi-relational classification approach using feature generation and selection
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Using genetic K-means algorithm for PCA regression data in customer churn prediction
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Adaptive learning of an accurate skin-color model
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A symmetric transformation for LDA-based face verification
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Performance evaluation of face recognition algorithms on Asian face database
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A combination system for prediction of Chinese Materia Medica properties
Computer Methods and Programs in Biomedicine
Density-induced margin support vector machines
Pattern Recognition
Incrementally maintaining classification using an RDBMS
Proceedings of the VLDB Endowment
Tree Decomposition for Large-Scale SVM Problems
The Journal of Machine Learning Research
Expert Systems with Applications: An International Journal
Learning in the feed-forward random neural network: A critical review
Performance Evaluation
Computers and Industrial Engineering
ModelSeek: an effective 3D model retrieval system
Multimedia Tools and Applications
Fire detection algorithms for video images of large space structures
Multimedia Tools and Applications
A helpfulness modeling framework for electronic word-of-mouth on consumer opinion platforms
ACM Transactions on Intelligent Systems and Technology (TIST)
Identifying, Indexing, and Ranking Chemical Formulae and Chemical Names in Digital Documents
ACM Transactions on Information Systems (TOIS)
Letters: Reduced twin support vector regression
Neurocomputing
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
Interactive event search through transfer learning
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
An effective procedure exploiting unlabeled data to build monitoring system
Expert Systems with Applications: An International Journal
An Iterative Method for Deciding SVM and Single Layer Neural Network Structures
Neural Processing Letters
Mixed-membership naive Bayes models
Data Mining and Knowledge Discovery
A fast method of feature extraction for kernel MSE
Neurocomputing
Artificial Intelligence in Medicine
Determining malicious executable distinguishing attributes and low-complexity detection
Journal in Computer Virology
Unsupervised and Supervised Learning Approaches Together for Microarray Analysis
Fundamenta Informaticae
Borderline over-sampling for imbalanced data classification
International Journal of Knowledge Engineering and Soft Data Paradigms
Evolution strategies based adaptive Lp LS-SVM
Information Sciences: an International Journal
A fusion of ICA and SVM for detection computer attacks
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
On logical correction of pattern recognition algorithms
ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science
Extended Bayesian framework for automatic tuning of kernel data-mining methods
ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science
Research on automatic classification technology of web image based on fuzzy pattern recognition
MUSP'06 Proceedings of the 6th WSEAS international conference on Multimedia systems & signal processing
NN'05 Proceedings of the 6th WSEAS international conference on Neural networks
Automatic digital modulation identification in dispersive channels
TELE-INFO'06 Proceedings of the 5th WSEAS international conference on Telecommunications and informatics
WAMUS'07 Proceedings of the 7th WSEAS international conference on Wavelet analysis & multirate systems
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A video steganalytic algorithm against motion-vector-based steganography
Signal Processing
Intelligent data analysis and model interpretation with spectral analysis fuzzy symbolic modeling
International Journal of Approximate Reasoning
Skinput: appropriating the skin as an interactive canvas
Communications of the ACM
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
Intelligent decision making based on pattern matching & mind-maps
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
An SVM based method for associative memories
ICCOMP'10 Proceedings of the 14th WSEAS international conference on Computers: part of the 14th WSEAS CSCC multiconference - Volume II
Computers and Electronics in Agriculture
A new kernel-based algorithm for online clustering
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Selection of ICA features for texture classification
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Processing of palm print and blood vessel images for multimodal biometrics
BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
A novel virtual sample generation method based on Gaussian distribution
Knowledge-Based Systems
Exact indexing for support vector machines
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Measurement of defocus level in iris images using different convolution kernel methods
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
On the design of a hardware-software architecture for acceleration of SVM's training phase
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Joint analysis of histological and ultrasonic images to lean state of thyroid gland
Machine Graphics & Vision International Journal
Approximate polytope membership queries
Proceedings of the forty-third annual ACM symposium on Theory of computing
Combining integrated sampling with SVM ensembles for learning from imbalanced datasets
Information Processing and Management: an International Journal
Two-stage replenishment policies for deteriorating items at Taiwanese convenience stores
Computers and Operations Research
Generalized eigenvalue proximal support vector regressor
Expert Systems with Applications: An International Journal
Support Vector Machine incorporated with feature discrimination
Expert Systems with Applications: An International Journal
Short communication: Automated, rapid classification of signals using locally linear embedding
Expert Systems with Applications: An International Journal
Optimal Locality Regularized Least Squares Support Vector Machine via Alternating Optimization
Neural Processing Letters
Computerized Wrist Pulse Signal Diagnosis Using Modified Auto-Regressive Models
Journal of Medical Systems
A fast quasi-Newton method for semi-supervised SVM
Pattern Recognition
Social network extraction from texts: a thesis proposal
HLT-SS '11 Proceedings of the ACL 2011 Student Session
Semantic representation of multimedia content
Knowledge-driven multimedia information extraction and ontology evolution
Semi-supervised SimHash for efficient document similarity search
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Target-dependent Twitter sentiment classification
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Patient Outcome Prediction with Heart Rate Variability and Vital Signs
Journal of Signal Processing Systems
Building a qualitative recruitment system via SVM with MCDM approach
Applied Intelligence
Support vector machine approach to cardiac SPECT diagnosis
IWCIA'11 Proceedings of the 14th international conference on Combinatorial image analysis
Machine learning approach for IP-flow record anomaly detection
NETWORKING'11 Proceedings of the 10th international IFIP TC 6 conference on Networking - Volume Part I
Morphological classification: application to cardiac MRI of tetralogy of fallot
FIMH'11 Proceedings of the 6th international conference on Functional imaging and modeling of the heart
Nomogram visualization for ranking support vector machine
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
Distance metric learning as feature reduction technique for the Alzheimer's disease diagnosis
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II
A quantitative study on acupuncture effects for fighting migraine using SPECT images
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II
A query expansion framework in image retrieval domain based on local and global analysis
Information Processing and Management: an International Journal
Mammogram retrieval through machine learning within BI-RADS standards
Journal of Biomedical Informatics
Journal of Biomedical Informatics
Computers in Biology and Medicine
A comparative study of the classification techniques in isolated Mandarin syllable tone recognition
Proceedings of the 49th Annual Southeast Regional Conference
Identifying training sets for personalized article retrieval system
Proceedings of the 49th Annual Southeast Regional Conference
Narrowing the modeling gap: a cluster-ranking approach to coreference resolution
Journal of Artificial Intelligence Research
Distributed learning with data reduction
Transactions on computational collective intelligence IV
An instance selection algorithm based on reverse nearest neighbor
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
A rule-based method for customer churn prediction in telecommunication services
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
An efficient pre-processing method to identify logical components from PDF documents
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
CANTINA+: A Feature-Rich Machine Learning Framework for Detecting Phishing Web Sites
ACM Transactions on Information and System Security (TISSEC)
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Towards automatic image annotation supporting document understanding
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Texture and color analysis for the automatic classification of the eye lipid layer
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Automating the selection of stories for AI in the news
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 I
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
Physical activity monitoring with mobile phones
ICOST'11 Proceedings of the 9th international conference on Toward useful services for elderly and people with disabilities: smart homes and health telematics
Automatic eye detection in human faces using geostatistical functions and support vector machines
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part II
Quiet in class: classification, noise and the dendritic cell algorithm
ICARIS'11 Proceedings of the 10th international conference on Artificial immune systems
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
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
Recognizing garbage in OCR output on historical documents
Proceedings of the 2011 Joint Workshop on Multilingual OCR and Analytics for Noisy Unstructured Text Data
Feature selection for support vector machines with RBF kernel
Artificial Intelligence Review
International Journal of Speech Technology
A comprehensive study of visual event computing
Multimedia Tools and Applications
SVM approach to classifying lesions in USG images with the use of the gabor decomposition
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Genetic algorithms to simplify prognosis of endocarditis
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Sleep-wake stages classification and sleep efficiency estimation using single-lead electrocardiogram
Expert Systems with Applications: An International Journal
Customer churn prediction in telecommunications
Expert Systems with Applications: An International Journal
Detection of epileptic electroencephalogram based on Permutation Entropy and Support Vector Machines
Expert Systems with Applications: An International Journal
Review article: Human scalp EEG processing: Various soft computing approaches
Applied Soft Computing
Edutainment'11 Proceedings of the 6th international conference on E-learning and games, edutainment technologies
Improving detector of Viola and Jones through SVM
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Generalized augmentation of multiple kernels
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Computation of similarity: similarity search as computation
CiE'11 Proceedings of the 7th conference on Models of computation in context: computability in Europe
Journal of Biomedical Imaging
A learning strategy for highly imbalanced classification
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
A new pedestrian detection descriptor based on the use of spatial recurrences
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Driver's fatigue and drowsiness detection to reduce traffic accidents on road
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
A new shape diffusion descriptor for brain classification
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Bag-of-visual-words approach to abnormal image detection in wireless capsule endoscopy videos
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Detection and tracking faces in unconstrained color video streams
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Deformable object shape refinement and tracking using graph cuts and support vector machines
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
ICAIS'11 Proceedings of the Second international conference on Adaptive and intelligent systems
TapSense: enhancing finger interaction on touch surfaces
Proceedings of the 24th annual ACM symposium on User interface software and technology
International Journal of Speech Technology
Expert Systems with Applications: An International Journal
Computers in Biology and Medicine
Computers and Industrial Engineering
Pattern Recognition Letters
Distance metrics for high dimensional nearest neighborhood recovery: Compression and normalization
Information Sciences: an International Journal
Information Sciences: an International Journal
Fast Kernel Discriminant Analysis for Classification of Liver Cancer Mass Spectra
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Dimensionality reduction and classification analysis on the audio section of the SEMAINE database
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Improving context-aware query classification via adaptive self-training
Proceedings of the 20th ACM international conference on Information and knowledge management
Clustering technique-based least square support vector machine for EEG signal classification
Computer Methods and Programs in Biomedicine
Denoised P300 and machine learning-based concealed information test method
Computer Methods and Programs in Biomedicine
Expert Systems with Applications: An International Journal
Grey relational grade in local support vector regression for financial time series prediction
Expert Systems with Applications: 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
Nrityakosha: Preserving the intangible heritage of Indian classical dance
Journal on Computing and Cultural Heritage (JOCCH)
On classification with missing data using rough-neuro-fuzzy systems
International Journal of Applied Mathematics and Computer Science - Computational Intelligence in Modern Control Systems
A novel method for automatic modulation recognition
Applied Soft Computing
Adaptive facial expression recognition using inter-modal top-down context
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Graph-based malware detection using dynamic analysis
Journal in Computer Virology
Fuzzy SVM with a New Fuzzy Membership Function to Solve the Two-Class Problems
Neural Processing Letters
Regularized Pre-image Estimation for Kernel PCA De-noising
Journal of Signal Processing Systems
Sharing rectangular objects in a video conference
MM '11 Proceedings of the 19th ACM international conference on Multimedia
A diversity-driven structure learning algorithm for building hierarchical neuro-fuzzy classifiers
Information Sciences: an International Journal
An uncertainty framework for classification
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Pattern Recognition Letters
Improved conjugate gradient implementation for least squares support vector machines
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
A tunable support vector machine assembly classifier for epileptic seizure detection
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Coarse head pose estimation of construction equipment operators to formulate dynamic blind spots
Advanced Engineering Informatics
Drosophila Gene Expression Pattern Annotation through Multi-Instance Multi-Label Learning
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Wavelet method combining BP networks and time series ARMA modeling for data mining forecasting
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Data fusion for fault diagnosis using dempster-shafer theory based multi-class SVMs
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
CIS'04 Proceedings of the First international conference on Computational and Information Science
SVM model selection with the VC bound
CIS'04 Proceedings of the First international conference on Computational and Information Science
Combination of boosted classifiers using bounded weights
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
A novel method for rapid speaker adaptation using reference support speaker selection
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
A study of SVM using a combination of the online learning method and the midpoint-validation method
Artificial Life and Robotics
A New Approach: Role of Data Mining in Prediction of Survival of Burn Patients
Journal of Medical Systems
Application of Higher Order Spectra to Identify Epileptic EEG
Journal of Medical Systems
Adaptive color space switching based approach for face tracking
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Signal sorting based on SVC & K-means clustering in ESM systems
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
An approach to automatic target recognition in radar images using SVM
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Efficient spatial classification using decoupled conditional random fields
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Shape categorization using string kernels
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
A speedup method for SVM decision
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Polynomial network classifier with discriminative feature extraction
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
On optimizing kernel-based fisher discriminant analysis using prototype reduction schemes
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Least squares support vector machine based on continuous wavelet kernel
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Trajectory-Based support vector multicategory classifier
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Designing nonlinear classifiers through minimizing VC dimension bound
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
On optimizing dissimilarity-based classification using prototype reduction schemes
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Classification with support hyperplanes
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
Linear program algorithm for estimating the generalization performance of SVM
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Sensor fusion based obstacle detection/classification for active pedestrian protection system
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Combining fuzzy cognitive maps with support vector machines for bladder tumor grading
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Privacy leakage in multi-relational learning via unwanted classification models
Proceedings of the 2011 Conference of the Center for Advanced Studies on Collaborative Research
Feature selection based on KPCA, SVM and GSFS for face recognition
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Boosting prediction accuracy on imbalanced datasets with SVM ensembles
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
A wavelet analysis based data processing for time series of data mining predicting
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
An enhanced support vector machine model for intrusion detection
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
SVM based speaker selection using GMM supervector for rapid speaker adaptation
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Understanding protein structure prediction using SVM_DT
ISPA'05 Proceedings of the 2005 international conference on Parallel and Distributed Processing and Applications
Automatic extraction of DNA profiles in polyacrilamide gel electrophoresis images
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
The use of bayesian framework for kernel selection in vector machines classifiers
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Fuzzy proximal support vector classification via generalized eigenvalues
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Recognition of greek phonemes using support vector machines
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
A smoothing support vector machine based on exact penalty function
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Online signature verification with new time series kernels for support vector machines
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Supervised machine learning based medical image annotation and retrieval in ImageCLEFmed 2005
CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
Model trees for classification of hybrid data types
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Predictive vaccinology: optimisation of predictions using support vector machine classifiers
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Text categorization with class-based and corpus-based keyword selection
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
Importance-based web page classification using cost-sensitive SVM
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Automatic face recognition by support vector machines
IWCIA'04 Proceedings of the 10th international conference on Combinatorial Image Analysis
Categorizing traditional chinese painting images
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
Image object recognition by SVMs and evidence theory
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Identification and control of dynamic systems based on least squares wavelet vector machines
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Application of SVM framework for classification of single trial EEG
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
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
A new method for crude oil price forecasting based on support vector machines
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
A spatially constrained fuzzy hyper-prototype clustering algorithm
Pattern Recognition
Computer Methods and Programs in Biomedicine
Engineering Applications of Artificial Intelligence
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Templates for pre-grasp sliding interactions
Robotics and Autonomous Systems
A novel multi-class support vector machine based on fuzzy theories
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
T-S fuzzy modeling based on support vector learning
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Comparative study: HMM and SVM for automatic articulatory feature extraction
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Modeling ph neutralization process via support vector machines
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
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
The intention behind web queries
SPIRE'06 Proceedings of the 13th international conference on String Processing and Information Retrieval
SVM approach with CTNT to detect DDoS attacks in grid computing
GCC'05 Proceedings of the 4th international conference on Grid and Cooperative Computing
Automated retraining methods for document classification and their parameter tuning
WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
A new DDoS detection model using multiple SVMs and TRA
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
Learning multi-category classification in bayesian framework
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Learning parameter tuning for object extraction
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
A method to construct the mapping to the feature space for the dot product kernels
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Similarity of objects and the meaning of words
TAMC'06 Proceedings of the Third international conference on Theory and Applications of Models of Computation
Support vector machines with beta-mixing input sequences
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Least squares support vector machine on gaussian wavelet kernel function set
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
A smoothing multiple support vector machine model
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
SVDD-Based method for fast training of multi-class support vector classifier
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Sparse least squares support vector machine for function estimation
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Multi-scale support vector machine for regression estimation
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Pseudo-density estimation for clustering with gaussian processes
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
A method for feature selection on microarray data using support vector machine
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Intelligent game agent based physics engine for intelligent non player characters
PRIMA'06 Proceedings of the 9th Pacific Rim international conference on Agent Computing and Multi-Agent Systems
Adaptive constraint reduction for convex quadratic programming
Computational Optimization and Applications
Machine learning for global optimization
Computational Optimization and Applications
An unsupervised learning rule for class discrimination in a recurrent neural network
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
A robust location tracking using ubiquitous RFID wireless network
UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
Real-Time human tracker based location and motion recognition for the ubiquitous smart home
UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
ISCSLP'06 Proceedings of the 5th international conference on Chinese Spoken Language Processing
A computer-aided driving posture prediction system based on driver comfort
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
SVM based false alarm minimization scheme on intrusion prevention system
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part V
Some issues on detecting emotions in music
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Fitting the smallest enclosing bregman ball
ECML'05 Proceedings of the 16th European conference on Machine Learning
Research and implementation of the context-aware middleware based on neural network
AIS'04 Proceedings of the 13th international conference on AI, Simulation, and Planning in High Autonomy Systems
Automatic time expression labeling for english and chinese text
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
On finding differences between faces
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Speaker identification using the VQ-Based discriminative kernels
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Evaluation of biometric identification in open systems
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Discriminant analysis based on kernelized decision boundary for face recognition
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Classifying e-mails via support vector machine
WAIM '06 Proceedings of the 7th international conference on Advances in Web-Age Information Management
3D face recognition using stereoscopic vision
ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
Classification of pharmacological activity of drugs using support vector machine
AM'03 Proceedings of the Second international conference on Active Mining
Fuzzy output support vector machines for classification
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Study of on-line weighted least squares support vector machines
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Support vector based prototype selection method for nearest neighbor rules
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A novel parallel reduced support vector machine
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Learning SVM kernel with semi-definite programming
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Application of emerging patterns for multi-source bio-data classification and analysis
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A gradual training algorithm of incremental support vector machine learning
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Bagging random trees for estimation of tissue softness
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
A polynomial smooth support vector machine for classification
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
The infinite polynomial kernel for support vector machine
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
A hierarchical approach to mood classification in blogs
Natural Language Engineering
Rule extraction from trained support vector machines
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
A monocular solution to vision-based ACC in road vehicles
EUROCAST'05 Proceedings of the 10th international conference on Computer Aided Systems Theory
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
KL-sense secure image steganography
International Journal of Security and Networks
Novel ensemble methods for regression via classification problems
Expert Systems with Applications: An International Journal
Texture classification based on the fractal performance of the moment feature images
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Simplify decision function of reduced support vector machines
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Least squares littlewood-paley wavelet support vector machine
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
CrossMine: efficient classification across multiple database relations
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
An investigation into applying support vector machines to pixel classification in image processing
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Efficient algorithms for intrusion detection
ICDCIT'04 Proceedings of the First international conference on Distributed Computing and Internet Technology
SVM based packet marking technique for traceback on malicious DDoS traffic
ICOIN'06 Proceedings of the 2006 international conference on Information Networking: advances in Data Communications and Wireless Networks
ACRI'06 Proceedings of the 7th international conference on Cellular Automata for Research and Industry
Trends and issues in description logics frameworks for image interpretation
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
Using restrictive classification and meta classification for junk elimination
ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
A SVR-Based multiple modeling algorithm for antibiotic fermentation process using FCM
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Fast classification with neural networks via confidence rating
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
Increasing efficiency of SVM by adaptively penalizing outliers
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Diabetes identification and classification by means of a breath analysis system
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Abnormal image detection using texton method in wireless capsule endoscopy videos
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Computerized wrist pulse signal diagnosis using KPCA
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Topic-specific text filtering based on multiple reducts
AIS-ADM 2005 Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining
Pedestrian detection in images via cascaded L1-norm minimization learning method
Pattern Recognition
Optimal training subset in a support vector regression electric load forecasting model
Applied Soft Computing
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Learning group activity in soccer videos from local motion
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Support vector regression for surveillance purposes
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Confidence based active learning for whole object image segmentation
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
The use of stability principle for kernel determination in relevance vector machines
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
A competitive co-evolving support vector clustering
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Walking pattern analysis of humanoid robot using support vector regression
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Use of support vector machines: synergism to intelligent humanoid robot walking down on a slope
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Data mining with parallel support vector machines for classification
ADVIS'06 Proceedings of the 4th international conference on Advances in Information Systems
Algorithms and Applications
Authorship attribution of texts: a review
General Theory of Information Transfer and Combinatorics
Large margin classifiers and Random Forests for integrated biological prediction
International Journal of Bioinformatics Research and Applications
Expert Systems with Applications: An International Journal
Forecasting foreign exchange rates using kernel methods
Expert Systems with Applications: An International Journal
A hybrid feature selection approach for microarray gene expression data
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part II
Large-Scale inference of network-service disruption upon natural disasters
Sensor-KDD'08 Proceedings of the Second international conference on Knowledge Discovery from Sensor Data
Automatic annotation of X-ray images: a study on attribute selection
MCBR-CDS'09 Proceedings of the First MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Class-Separability weighting and bootstrapping in error correcting output code ensembles
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Musical composer identification through probabilistic and feedforward neural networks
EvoCOMNET'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part II
Solving support vector machines beyond dual programming
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Automatic recognition of five types of white blood cells in peripheral blood
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part II
Supervising latent topic model for maximum-margin text classification and regression
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Iris image evaluation for non-cooperative biometric iris recognition system
MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
A fast SVM training algorithm based on a decision tree data filter
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
A comparison of model selection methods for multi-class support vector machines
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
An approach to vision-based person detection in robotic applications
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Constructing the discriminative kernels using GMM for text-independent speaker identification
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
On the acoustic-to-electropalatographic mapping
NOLISP'05 Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing
Automated recognition of robotic manipulation failures in high-throughput biodosimetry tool
Expert Systems with Applications: An International Journal
k-Partite graph reinforcement and its application in multimedia information retrieval
Information Sciences: an International Journal
Efficient detection of primary users in cognitive radio networks
International Journal of Communication Networks and Distributed Systems
Automatic document organization in a p2p environment
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Support vector machines for user-defined sheets recognition in complex environment
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Energy-based self-collision culling for arbitrary mesh deformations
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Histogram based color object classification by multi-class support vector machine
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Securing application-level topology estimation networks: facing the frog-boiling attack
RAID'11 Proceedings of the 14th international conference on Recent Advances in Intrusion Detection
Support Vector Machines for classification and locating faults on transmission lines
Applied Soft Computing
Autonomous manipulation with a general-purpose simple hand
International Journal of Robotics Research
Wireless Personal Communications: An International Journal
Journal of Medical Systems
An Adaptive Scenario-Based Reasoning System Across Smart Houses
Wireless Personal Communications: An International Journal
A cluster-assumption based batch mode active learning technique
Pattern Recognition Letters
Evaluation measures for kernel optimization
Pattern Recognition Letters
Online independent reduced least squares support vector regression
Information Sciences: an International Journal
Applied Computational Intelligence and Soft Computing
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
Four machine learning algorithms for biometrics fusion: a comparative study
Applied Computational Intelligence and Soft Computing
Time-frequency distributions in the classification of epilepsy from EEG signals
Expert Systems with Applications: An International Journal
Factors that affect the accuracy of text-based language identification
Computer Speech and Language
On nonlinear dimensionality reduction for face recognition
Image and Vision Computing
Predicting protein-protein interactions by a supervised learning classifier
Computational Biology and Chemistry
HIS'12 Proceedings of the First international conference on Health Information Science
Sample complexity of linear learning machines with different restrictions over weights
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
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
Complete-Thread extraction from web forums
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
A Fishervoice-SVM language identification system
PROPOR'12 Proceedings of the 10th international conference on Computational Processing of the Portuguese Language
Computer Methods and Programs in Biomedicine
Recommender systems from "words of few mouths"
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Data envelopment analysis classification machine
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Speaker recognition from encrypted VoIP communications
Digital Investigation: The International Journal of Digital Forensics & Incident Response
1-Norm least squares twin support vector machines
Neurocomputing
Mean square convergence analysis for kernel least mean square algorithm
Signal Processing
Objective function-based clustering
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Direct search of feasible region and application to a crashworthy helicopter seat
Structural and Multidisciplinary Optimization
A New Expert System for Diagnosis of Lung Cancer: GDA--LS_SVM
Journal of Medical Systems
Journal of Intelligent Manufacturing
Tool wear estimation using an analytic fuzzy classifier and support vector machines
Journal of Intelligent Manufacturing
Asset portfolio optimization using support vector machines and real-coded genetic algorithm
Journal of Global Optimization
An efficient method for learning nonlinear ranking SVM functions
Information Sciences: an International Journal
Posture detection with body area networks
Proceedings of the 6th International Conference on Body Area Networks
Cross-domain video concept detection: A joint discriminative and generative active learning approach
Expert Systems with Applications: An International Journal
Computerized analysis of fetal heart rate signals as the predictor of neonatal acidemia
Expert Systems with Applications: An International Journal
Computer Methods and Programs in Biomedicine
Leveraging Social Bookmarks from Partially Tagged Corpus for Improved Web Page Clustering
ACM Transactions on Intelligent Systems and Technology (TIST)
Computers in Biology and Medicine
MANET location prediction using machine learning algorithms
WWIC'12 Proceedings of the 10th international conference on Wired/Wireless Internet Communication
Predicting seminal quality with artificial intelligence methods
Expert Systems with Applications: An International Journal
Selection of vocal features for Parkinson's Disease diagnosis
International Journal of Data Mining and Bioinformatics
On ranking and generalization bounds
The Journal of Machine Learning Research
Cross-document structural relationship identification using supervised machine learning
Applied Soft Computing
Information credibility on twitter in emergency situation
PAISI'12 Proceedings of the 2012 Pacific Asia conference on Intelligence and Security Informatics
Towards fine-grained urban traffic knowledge extraction using mobile sensing
Proceedings of the ACM SIGKDD International Workshop on Urban Computing
An efficient method for on-line Vietnamese handwritten character recognition
Proceedings of the Third Symposium on Information and Communication Technology
Discriminant subspace learning based on support vectors machines
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Extractive Support Vector Algorithm on Support Vector Machines for Image Restoration
Fundamenta Informaticae
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
Coded output support vector machine
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
A reduced support vector machine approach for interval regression analysis
Information Sciences: an International Journal
Facial expression recognition based on cortex-like mechanisms
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II
Learning to classify service data with latent semantics
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
Ensemble methods for prediction of parkinson disease
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Performance evaluation of hybrid implementation of support vector machine
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
A contactless biometric system using multiple hand features
Journal of Visual Communication and Image Representation
Ontology-guided feature engineering for clinical text classification
Journal of Biomedical Informatics
Review: Supervised classification and mathematical optimization
Computers and Operations Research
Expert Systems with Applications: An International Journal
Algorithm learning based neural network integrating feature selection and classification
Expert Systems with Applications: An International Journal
Improving prediction of exchange rates using Differential EMD
Expert Systems with Applications: An International Journal
Scenery Image Segmentation Using Support Vector Machines
Fundamenta Informaticae
International Journal of Artificial Intelligence and Soft Computing
Automatic recognition vision system guided for apple harvesting robot
Computers and Electrical Engineering
Robotics and Computer-Integrated Manufacturing
Fire flame detection in video sequences using multi-stage pattern recognition techniques
Engineering Applications of Artificial Intelligence
Proceedings of the 25th annual ACM symposium on User interface software and technology
Improving malware classification: bridging the static/dynamic gap
Proceedings of the 5th ACM workshop on Security and artificial intelligence
Human motion recognition using a wireless sensor-based wearable system
Personal and Ubiquitous Computing
Document-level sentiment classification: An empirical comparison between SVM and ANN
Expert Systems with Applications: An International Journal
Human posture recognition with a time-of-flight 3D sensor for in-home applications
Expert Systems with Applications: An International Journal
Automatic detection of pain intensity
Proceedings of the 14th ACM international conference on Multimodal interaction
Simple SMS spam filtering on independent mobile phone
Security and Communication Networks
A hybrid approach to finding negated and uncertain expressions in biomedical documents
Proceedings of the 2nd international workshop on Managing interoperability and compleXity in health systems
Real-time helpfulness prediction based on voter opinions
Concurrency and Computation: Practice & Experience
Statistical texture analysis-based approach for fake iris detection using support vector machines
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Histogram equalization in SVM multimodal person verification
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Speaker and digit recognition by audio-visual lip biometrics
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
EC-TEL'07 Proceedings of the Second European conference on Technology Enhanced Learning: creating new learning experiences on a global scale
Computing geographical serving area based on search logs and website categorization
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Evaluation of classification algorithms for intrusion detection in MANETs
Knowledge-Based Systems
Information Sciences: an International Journal
Study of geostatistical functions applied to automatic eye detection
International Journal of Innovative Computing and Applications
Computer Methods and Programs in Biomedicine
Probabilistic support vector machines for classification of noise affected data
Information Sciences: an International Journal
Relaxed constraints support vector machine
Expert Systems: The Journal of Knowledge Engineering
Parsimonious Mahalanobis kernel for the classification of high dimensional data
Pattern Recognition
A regularization for the projection twin support vector machine
Knowledge-Based Systems
Proceedings of the 2012 ACM Research in Applied Computation Symposium
A Bayesian active learning framework for a two-class classification problem
MUSCLE'11 Proceedings of the 2011 international conference on Computational Intelligence for Multimedia Understanding
Factor and subsequence kernels and signatures of rational languages
CIAA'12 Proceedings of the 17th international conference on Implementation and Application of Automata
Efficient object categorization with the surface-approximation polynomials descriptor
SC'12 Proceedings of the 2012 international conference on Spatial Cognition VIII
Traffic observation and situation assessment
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
Q-Tree: automatic construction of hierarchical state representation for reinforcement learning
ICIRA'12 Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part III
Deriving statistical significance maps for SVM based image classification and group comparisons
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Temporal shape analysis via the spectral signature
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Joint sparsity-based robust multimodal biometrics recognition
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Investigations of the compliance function in 3D reconstruction from 2D line drawings
International Journal of Computer Applications in Technology
X-Class: Associative Classification of XML Documents by Structure
ACM Transactions on Information Systems (TOIS)
Teeth/Palate and interdental segmentation using artificial neural networks
ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
Biometrics from gait using feature value method
AIMSA'12 Proceedings of the 15th international conference on Artificial Intelligence: methodology, systems, and applications
A sequential algorithm for sparse support vector classifiers
Pattern Recognition
Computers and Industrial Engineering
Attention-Feedback Based Robust Segmentation of Online Handwritten Isolated Tamil Words
ACM Transactions on Asian Language Information Processing (TALIP)
Comparison of binary discrimination methods for high dimension low sample size data
Journal of Multivariate Analysis
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
Feature selection for unsupervised learning
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
Incremental shared subspace learning for multi-label classification
CVM'12 Proceedings of the First international conference on Computational Visual Media
Improving support vector machine using a stochastic local search for classification in datamining
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
A regularized linear classifier for effective text classification
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Revising word lattice using support vector machine for Chinese word segmentation
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Knowledge acquisition through human---robot multimodal interaction
Intelligent Service Robotics
A sparse kernel algorithm for online time series data prediction
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Towards Twitter context summarization with user influence models
Proceedings of the sixth ACM international conference on Web search and data mining
OBIRE: Ontology Based Bibliographic Information Retrieval in P2P Networks
International Journal of Distributed Systems and Technologies
On proximal bilateral-weighted fuzzy support vector machine classifiers
International Journal of Advanced Intelligence Paradigms
International Journal of Systems and Service-Oriented Engineering
Engineering Applications of Artificial Intelligence
Information Sciences: an International Journal
Computer Methods and Programs in Biomedicine
Expert Systems with Applications: An International Journal
A Multi-Expert System for chlorine electrolyzer monitoring
Expert Systems with Applications: An International Journal
Real-Time Speaker Verification System Implemented on Reconfigurable Hardware
Journal of Signal Processing Systems
Transforming graph data for statistical relational learning
Journal of Artificial Intelligence Research
KIMEL: A kernel incremental metalearning algorithm
Signal Processing
Learning saliency-based visual attention: A review
Signal Processing
Typing Biometric Keypads: Combining Keystroke Time and Pressure Features to Improve Authentication
Journal of Organizational and End User Computing
On non-euclidean metrics based clustering
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Generalized recurrent neural network for ε-insensitive support vector regression
Mathematics and Computers in Simulation
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
Malicious URL Detection Based on Kolmogorov Complexity Estimation
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Reducing the size of databases for multirelational classification: a subgraph-based approach
Journal of Intelligent Information Systems
Adaptive virtual support vector machine for reliability analysis of high-dimensional problems
Structural and Multidisciplinary Optimization
Skin feature extraction and processing model for statistical skin age estimation
Multimedia Tools and Applications
Recognition of control chart patterns using an intelligent technique
Applied Soft Computing
SVM-based feature selection to optimize sensitivity-specificity balance applied to weaning
Computers in Biology and Medicine
Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders
Computers in Biology and Medicine
i-Vector with sparse representation classification for speaker verification
Speech Communication
CarSafe app: alerting drowsy and distracted drivers using dual cameras on smartphones
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
SVM-based characterisation of liver cirrhosis by singular value decomposition of GLCM matrix
International Journal of Artificial Intelligence and Soft Computing
Stock price prediction based on a complex interrelation network of economic factors
Engineering Applications of Artificial Intelligence
Information Sciences: an International Journal
Computers in Biology and Medicine
Querying discriminative and representative samples for batch mode active learning
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Applied Computational Intelligence and Soft Computing
Automatic classification of the interferential tear film lipid layer using colour texture analysis
Computer Methods and Programs in Biomedicine
Side channel analysis of the SHA-3 finalists
DATE '12 Proceedings of the Conference on Design, Automation and Test in Europe
Ambient intelligence sensing using array sensor: device-free radio based approach
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
Enhancing one-class support vector machines for unsupervised anomaly detection
Proceedings of the ACM SIGKDD Workshop on Outlier Detection and Description
A proximal classifier with consistency
Knowledge-Based Systems
Spatio-temporal fisher vector coding for surveillance event detection
Proceedings of the 21st ACM international conference on Multimedia
Word level script recognition for Uighur document mixed with English script
Proceedings of the 4th International Workshop on Multilingual OCR
Detection of target gases and optimal selection of SAW sensors for E-Nose applications
Proceedings of Conference on Advances In Robotics
Decision confidence-based multi-level support vector machines
Engineering Applications of Artificial Intelligence
Spatial Recurrences for Pedestrian Classification
Journal of Mathematical Imaging and Vision
SVM-based Harris corner detection for breast mammogram image normal/abnormal classification
Proceedings of the 2013 Research in Adaptive and Convergent Systems
A self-trained semisupervised SVM approach to the remote sensing land cover classification
Computers & Geosciences
EFFORT: A new host-network cooperated framework for efficient and effective bot malware detection
Computer Networks: The International Journal of Computer and Telecommunications Networking
LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer's disease
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
Parallel support vector data description
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Texture classification using kernel-based techniques
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Bias-Guided random walk for network-based data classification
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Enhancing financial performance with social media: An impression management perspective
Decision Support Systems
Image-based on-road vehicle detection using cost-effective Histograms of Oriented Gradients
Journal of Visual Communication and Image Representation
An application of a merit function for solving convex programming problems
Computers and Industrial Engineering
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
Classification and outlier detection based on topic based pattern synthesis
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Detection and classification of defect patterns in optical inspection using support vector machines
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
Classifier Ensemble Methods for Diagnosing COPD from Volatile Organic Compounds in Exhaled Air
International Journal of Knowledge Discovery in Bioinformatics
International Journal of Open Source Software and Processes
SVOIS: Support Vector Oriented Instance Selection for text classification
Information Systems
Consensus strategy for clustering using RC-images
Pattern Recognition
The C-loss function for pattern classification
Pattern Recognition
Applied Computational Intelligence and Soft Computing
A hardware architecture for real-time object detection using depth and edge information
ACM Transactions on Embedded Computing Systems (TECS)
Hierarchical emotion classification using genetic algorithms
Proceedings of the Fourth Symposium on Information and Communication Technology
A Fig-Based Method for Prediction Alumina Concentration
International Journal of Software Science and Computational Intelligence
Robotics and Autonomous Systems
Robust image retrieval with hidden classes
Computer Vision and Image Understanding
Detection of artifacts from high energy bursts in neonatal EEG
Computers in Biology and Medicine
Easy, fast, and energy-efficient object detection on heterogeneous on-chip architectures
ACM Transactions on Architecture and Code Optimization (TACO)
A loan default discrimination model using cost-sensitive support vector machine improved by PSO
Information Technology and Management
Artificial Intelligence Review
Diversity measures for one-class classifier ensembles
Neurocomputing
Automatic text classification to support systematic reviews in medicine
Expert Systems with Applications: An International Journal
Using multiple sensors for reliable markerless identification through supervised learning
Machine Vision and Applications
iKernel: Exact indexing for support vector machines
Information Sciences: an International Journal
Review article: Computational intelligence techniques in bioinformatics
Computational Biology and Chemistry
Using LR-based discriminant kernel methods with applications to speaker verification
Speech Communication
User demographics prediction based on mobile data
Pervasive and Mobile Computing
1-norm support vector novelty detection and its sparseness
Neural Networks
Compressed classification learning with Markov chain samples
Neural Networks
Robust support vector machine-trained fuzzy system
Neural Networks
Efficient feature size reduction via predictive forward selection
Pattern Recognition
Linear subspaces for facial expression recognition
Image Communication
Quantifying target spotting performances with complex geoscientific imagery using ERP P300 responses
International Journal of Human-Computer Studies
Artificial Intelligence in Medicine
Neighbors' distribution property and sample reduction for support vector machines
Applied Soft Computing
Three robust features extraction approaches for facial gender classification
The Visual Computer: International Journal of Computer Graphics
Gender classification of human face images based on adaptive features and support vector machines
Optical Memory and Neural Networks
Exploiting Psychological Factors for Interaction Style Recognition in Spoken Conversation
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Least squares twin parametric-margin support vector machine for classification
Applied Intelligence
Personalized behavior pattern recognition and unusual event detection for mobile users
Mobile Information Systems
FHC: The fuzzy hyper-prototype clustering algorithm
International Journal of Knowledge-based and Intelligent Engineering Systems - Intelligent Information Processing: Techniques and Applications
Improving fusion with optimal weight selection in Face Recognition
Integrated Computer-Aided Engineering
Pedestrian detection in far infrared images
Integrated Computer-Aided Engineering
Lazy attribute selection: Choosing attributes at classification time
Intelligent Data Analysis
Extending twin support vector machine classifier for multi-category classification problems
Intelligent Data Analysis
TS-fuzzy modeling based on ε-insensitive smooth support vector regression
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Multimedia Tools and Applications
Creating robust high-throughput traffic sign detectors using centre-surround HOG statistics
Machine Vision and Applications
CAROTID - A web-based platform for optimal personalized management of atherosclerotic patients
Computer Methods and Programs in Biomedicine
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The tutorial starts with an overview of the concepts of VC dimensionand structural risk minimization. We then describe linear Support Vector Machines (SVMs) for separable and non-separable data, working through a non-trivial example in detail. We describe a mechanical analogy, anddiscuss when SVM solutions are unique and when they are global. We describehow support vector training can be practically implemented, and discuss indetail the kernel mapping technique which is used to construct SVMsolutions which are nonlinear in the data. We show how Support Vectormachines can have very large (even infinite) VC dimension by computing theVC dimension for homogeneous polynomial and Gaussian radial basis functionkernels. While very high VC dimension would normally bode ill forgeneralization performance, and while at present there exists no theorywhich shows that good generalization performance is guaranteed for SVMs,there are several arguments which support the observed high accuracy ofSVMs, which we review. Results of some experiments which were inspired bythese arguments are also presented. We give numerous examples and proofs ofmost of the key theorems. There is new material, and I hope that the readerwill find that even old material is cast in a fresh light.