Support Vector Machines for Polycategorical Classification
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Combining clustering and co-training to enhance text classification using unlabelled data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
On different facets of regularization theory
Neural Computation
Distributional word clusters vs. words for text categorization
The Journal of Machine Learning Research
Logistic regression and artificial neural network classification models: a methodology review
Journal of Biomedical Informatics
Think globally, fit locally: unsupervised learning of low dimensional manifolds
The Journal of Machine Learning Research
Gabor-Based Kernel PCA with Fractional Power Polynomial Models for Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Benchmarking a Reduced Multivariate Polynomial Pattern Classifier
IEEE Transactions on Pattern Analysis and Machine Intelligence
Predicting haptic data with support vector regression for telepresence applications
Design and application of hybrid intelligent systems
Extreme re-balancing for SVMs: a case study
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
Analog Macromodeling using Kernel Methods
Proceedings of the 2003 IEEE/ACM international conference on Computer-aided design
Active learning of label ranking functions
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Learning a kernel matrix for nonlinear dimensionality reduction
ICML '04 Proceedings of the twenty-first international conference on Machine learning
The Journal of Machine Learning Research
On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition
The Journal of Machine Learning Research
An asymptotic statistical theory of polynomial kernel methods
Neural Computation
On approximating weighted sums with exponentially many terms
Journal of Computer and System Sciences
The Entire Regularization Path for the Support Vector Machine
The Journal of Machine Learning Research
Kernel Vector Approximation Files for Relevance Feedback Retrieval in Large Image Databases
Multimedia Tools and Applications
KBA: Kernel Boundary Alignment Considering Imbalanced Data Distribution
IEEE Transactions on Knowledge and Data Engineering
One-class support vector machines: an application in machine fault detection and classification
Computers and Industrial Engineering
Invariance of neighborhood relation under input space to feature space mapping
Pattern Recognition Letters
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Formulating distance functions via the kernel trick
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Coevolutionary feature synthesized EM algorithm for image retrieval
Proceedings of the 13th annual ACM international conference on Multimedia
Formulating context-dependent similarity functions
Proceedings of the 13th annual ACM international conference on Multimedia
Locating Text in Images using Matched Wavelets
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
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
Learning with generalization capability by kernal methods of bounded complexity
Journal of Complexity
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised Learning of Image Manifolds by Semidefinite Programming
International Journal of Computer Vision
Practical solutions to the problem of diagonal dominance in kernel document clustering
ICML '06 Proceedings of the 23rd international conference on Machine learning
Pattern Recognition Letters
Support vector machines for dyadic data
Neural Computation
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
Using transformation knowledge for the classification of Raman spectra of biological samples
BioMed'06 Proceedings of the 24th IASTED international conference on Biomedical engineering
Detecting cartoons: a case study in automatic video-genre classification
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Kernel GMM and its application to image binarization
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Variable selection in kernel Fisher discriminant analysis by means of recursive feature elimination
Computational Statistics & Data Analysis
A composite kernel to extract relations between entities with both flat and structured features
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
The theoretical analysis of FDA and applications
Pattern Recognition
Gene subset selection in kernel-induced feature space
Pattern Recognition Letters
Sequence-driven features for prediction of subcellular localization of proteins
Pattern Recognition
Word segmentation of handwritten text using supervised classification techniques
Applied Soft Computing
An application of one-class support vector machines in content-based image retrieval
Expert Systems with Applications: An International Journal
A hybrid model for exchange rate prediction
Decision Support Systems
A penalized criterion for variable selection in classification
Journal of Multivariate Analysis
International Journal of Computer Vision
Gene subset selection in kernel-induced feature space
Pattern Recognition Letters
Computational Statistics & Data Analysis
Detail-preserving image information restoration guided by SVM based noise mapping
Digital Signal Processing
Efficient and interpretable fuzzy classifiers from data with support vector learning
Intelligent Data Analysis
Feature selection for the SVM: An application to hypertension diagnosis
Expert Systems with Applications: An International Journal
Neighborhood Property--Based Pattern Selection for Support Vector Machines
Neural Computation
Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis
The Journal of Machine Learning Research
Learning Coordinate Covariances via Gradients
The Journal of Machine Learning Research
Online Passive-Aggressive Algorithms
The Journal of Machine Learning Research
Maximum-Gain Working Set Selection for SVMs
The Journal of Machine Learning Research
Estimation of Gradients and Coordinate Covariation in Classification
The Journal of Machine Learning Research
A Stochastic Algorithm for Feature Selection in Pattern Recognition
The Journal of Machine Learning Research
Gini Support Vector Machine: Quadratic Entropy Based Robust Multi-Class Probability Regression
The Journal of Machine Learning Research
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Invariant kernel functions for pattern analysis and machine learning
Machine Learning
Engineering Applications of Artificial Intelligence
Robust Loss Functions for Boosting
Neural Computation
Nuisance free recognition of hand postures over a tabletop display
VisHCI '06 Proceedings of the HCSNet workshop on Use of vision in human-computer interaction - Volume 56
Searching with style: authorship attribution in classic literature
ACSC '07 Proceedings of the thirtieth Australasian conference on Computer science - Volume 62
Weighted kernel model for text categorization
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Extraction of fuzzy rules from support vector machines
Fuzzy Sets and Systems
Relaxed online SVMs for spam filtering
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Practical learning from one-sided feedback
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining complex power networks for blackout prevention
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
A survey of kernel and spectral methods for clustering
Pattern Recognition
Regularized estimation for preference disaggregation in multiple criteria decision making
Computational Optimization and Applications
The optimal design of weighted order statistics filters by using support vector machines
EURASIP Journal on Applied Signal Processing
Knowledge and Information Systems
Growing kernel-based self-organized maps trained with supervised bias
Intelligent Data Analysis
Improving the aggregating algorithm for regression
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Accurately learning from few examples with a polyhedral classifier
Computational Optimization and Applications
Biometric scores fusion based on total error rate minimization
Pattern Recognition
ROC analysis in ordinal regression learning
Pattern Recognition Letters
Evolving parameters of multi-scale radial basis function kernels for support vector machines
ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology
An smo algorithm for the potential support vector machine
Neural Computation
Learning to Control in Operational Space
International Journal of Robotics Research
Fusion of visual and infra-red face scores by weighted power series
Pattern Recognition Letters
From Aardvark to Zorro: A Benchmark for Mammal Image Classification
International Journal of Computer Vision
Information Processing and Management: an International Journal
Structural Risk Minimisation based gene expression profiling analysis
International Journal of Bioinformatics Research and Applications
Real-time prediction of order flowtimes using support vector regression
Computers and Operations Research
Analyzing system logs: a new view of what's important
SYSML'07 Proceedings of the 2nd USENIX workshop on Tackling computer systems problems with machine learning techniques
Unified relevance models for rating prediction in collaborative filtering
ACM Transactions on Information Systems (TOIS)
NOLASC'05 Proceedings of the 4th WSEAS International Conference on Non-linear Analysis, Non-linear Systems and Chaos
Active learning for e-rulemaking: public comment categorization
dg.o '08 Proceedings of the 2008 international conference on Digital government research
Efficient and interpretable fuzzy classifiers from data with support vector learning
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Behavioral detection of malware on mobile handsets
Proceedings of the 6th international conference on Mobile systems, applications, and services
Prediction of pricing and hedging errors for equity linked warrants with Gaussian process models
Expert Systems with Applications: An International Journal
A theory of learning with similarity functions
Machine Learning
Automated diagnosis of sewer pipe defects based on machine learning approaches
Expert Systems with Applications: An International Journal
Estimating VDT mental fatigue using multichannel linear descriptors and KPCA-HMM
EURASIP Journal on Advances in Signal Processing
Training SVM with indefinite kernels
Proceedings of the 25th international conference on Machine learning
Grassmann discriminant analysis: a unifying view on subspace-based learning
Proceedings of the 25th international conference on Machine learning
A least squares formulation for canonical correlation analysis
Proceedings of the 25th international conference on Machine learning
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Adaptive p-posterior mixture-model kernels for multiple instance learning
Proceedings of the 25th international conference on Machine learning
Fast solvers and efficient implementations for distance metric learning
Proceedings of the 25th international conference on Machine learning
VC Theory of Large Margin Multi-Category Classifiers
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Max-margin Classification of Data with Absent Features
The Journal of Machine Learning Research
Multi-class Discriminant Kernel Learning via Convex Programming
The Journal of Machine Learning Research
Bouligand Derivatives and Robustness of Support Vector Machines for Regression
The Journal of Machine Learning Research
Learning valued preference structures for solving classification problems
Fuzzy Sets and Systems
Kernel discriminant analysis based feature selection
Neurocomputing
On one extremal problem of adaptive machine learning for detection of anomalies
Automation and Remote Control
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Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
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
Novelty detection in blind steganalysis
Proceedings of the 10th ACM workshop on Multimedia and security
Oblique Support Vector Machines
Informatica
Using Real-Valued Meta Classifiers to Integrate and Contextualize Binding Site Predictions
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Robot Path Planning in Kernel Space
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
The Condition of Kernelizing an Algorithm and an Equivalence Between Kernel Methods
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
A Leave-One-Out Bound for ν-Support Vector Regression
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Unsupervised and Semi-supervised Lagrangian Support Vector Machines
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
A Novel Approach for Automatic Palmprint Recognition
CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Kernel MDL to Determine the Number of Clusters
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Palmprint Recognition by Applying Wavelet Subband Representation and Kernel PCA
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Gait Recognition by Applying Multiple Projections and Kernel PCA
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
An Improved SVM Classifier for Medical Image Classification
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Weighted Kernel Regression for Predicting Changing Dependencies
ECML '07 Proceedings of the 18th European conference on Machine Learning
Online Regression Competitive with Changing Predictors
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Learning Kernel Perceptrons on Noisy Data Using Random Projections
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Kernel Weighted Scatter-Difference-Based Discriminant Analysis for Face Recognition
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
An Empirical Study of Self/Non-self Discrimination in Binary Data with a Kernel Estimator
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
A 4---Vector MDM Algorithm for Support Vector Training
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Support Vector Machines for Visualization and Dimensionality Reduction
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Building Localized Basis Function Networks Using Context Dependent Clustering
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Prediction of Binding Sites in the Mouse Genome Using Support Vector Machines
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
On the Equivalence of the SMO and MDM Algorithms for SVM Training
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
Semi-Supervised Boosting for Multi-Class Classification
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Ambiguity Modeling in Latent Spaces
MLMI '08 Proceedings of the 5th international workshop on Machine Learning for Multimodal Interaction
Learning Similarity Functions from Qualitative Feedback
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Classification Model for Estimation of Risk Factors in Cardiological Diagnostics
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
Simple Clipping Algorithms for Reduced Convex Hull SVM Training
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
A Bahadur Representation of the Linear Support Vector Machine
The Journal of Machine Learning Research
International Journal of Systems Science
Expert Systems with Applications: An International Journal
Computational Biology and Chemistry
Object detection using image reconstruction with PCA
Image and Vision Computing
Description of interest regions with local binary patterns
Pattern Recognition
The role of syntactic features in protein interaction extraction
Proceedings of the 2nd international workshop on Data and text mining in bioinformatics
Broad phonetic classification using discriminative Bayesian networks
Speech Communication
Multiscale texture classification using dual-tree complex wavelet transform
Pattern Recognition Letters
Benchmarking for Steganography
Information Hiding
Gaussian Process Person Identifier Based on Simple Floor Sensors
EuroSSC '08 Proceedings of the 3rd European Conference on Smart Sensing and Context
Meta-Modeling in Multiobjective Optimization
Multiobjective Optimization
A Theoretical Derivation of the Kernel Extreme Energy Ratio Method for EEG Feature Extraction
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Artificial Intelligence Review
An evaluation of dimension reduction techniques for one-class classification
Artificial Intelligence Review
Convex sets as prototypes for classifying patterns
Engineering Applications of Artificial Intelligence
Accuracy of suboptimal solutions to kernel principal component analysis
Computational Optimization and Applications
Kernel Functions Based on Derivation
New Frontiers in Applied Data Mining
Dealing with non-metric dissimilarities in fuzzy central clustering algorithms
International Journal of Approximate Reasoning
Generalization performance of support vector machines and neural networks in runoff modeling
Expert Systems with Applications: An International Journal
Computational Statistics & Data Analysis
Quadratic programming formulations for classificationand regression
Optimization Methods & Software - THE JOINT EUROPT-OMS CONFERENCE ON OPTIMIZATION, 4-7 JULY, 2007, PRAGUE, CZECH REPUBLIC, PART II
Mathematics and Computers in Simulation
Extractive Support Vector Algorithm on Support Vector Machines for Image Restoration
Fundamenta Informaticae
Consistent phrase relevance measures
Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising
Game bot identification based on manifold learning
Proceedings of the 7th ACM SIGCOMM Workshop on Network and System Support for Games
Cycle-breaking acceleration of SVM training
Neurocomputing
Graph kernels based on tree patterns for molecules
Machine Learning
Expert Systems with Applications: An International Journal
Chronic Rat Toxicity Prediction of Chemical Compounds Using Kernel Machines
EvoBIO '09 Proceedings of the 7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Using pre & post-processing methods to improve binding site predictions
Pattern Recognition
Automatic Feature Generation for Machine Learning Based Optimizing Compilation
Proceedings of the 7th annual IEEE/ACM International Symposium on Code Generation and Optimization
AD-SVMs: A light extension of SVMs for multicategory classification
International Journal of Hybrid Intelligent Systems - Data Mining and Hybrid Intelligent Systems
Trajectory prediction: learning to map situations to robot trajectories
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
A least squares formulation for a class of generalized eigenvalue problems in machine learning
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Beyond clustering of array expressions
International Journal of Bioinformatics Research and Applications
Nonparametric density deconvolution by weighted kernel estimators
Statistics and Computing
Beyond blacklists: learning to detect malicious web sites from suspicious URLs
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Predicting bounce rates in sponsored search advertisements
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
From Intracardiac Electrograms to Electrocardiograms: Models and Metamodels
FIMH '09 Proceedings of the 5th International Conference on Functional Imaging and Modeling of the Heart
Automatic Classification of Wood Defects Using Support Vector Machines
ICCVG 2008 Proceedings of the International Conference on Computer Vision and Graphics: Revised Papers
Smoothing Newton Method for L1 Soft Margin Data Classification Problem
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Robust Unsupervised and Semi-supervised Bounded ν - Support Vector Machines
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Ensembles of Feature Subspaces for Object Detection
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Nonlinear Component Analysis for Large-Scale Data Set Using Fixed-Point Algorithm
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Semi-supervised orthogonal discriminant analysis via label propagation
Pattern Recognition
A penalized likelihood based pattern classification algorithm
Pattern Recognition
Comparison of Neural Classification Algorithms Applied to Land Cover Mapping
Proceedings of the 2009 conference on New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008
Proceedings of the 2005 conference on Advances in Logic Based Intelligent Systems: Selected Papers of LAPTEC 2005
Intersection and Signed-Intersection Kernels for Intervals
Proceedings of the 2008 conference on Artificial Intelligence Research and Development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
A Unified Model for Multilabel Classification and Ranking
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
A Classification Framework for Large-Scale Face Recognition Systems
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Kernel Principal Component Analysis of Gabor Features for Palmprint Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
TS-fuzzy system-based support vector regression
Fuzzy Sets and Systems
Locality kernels for sequential data and their applications to parse ranking
Applied Intelligence
Brain Tumor Segmentation Using Support Vector Machines
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Decision Templates Based RBF Network for Tree-Structured Multiple Classifier Fusion
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Aggregation Pheromone Density Based Pattern Classification
Fundamenta Informaticae
A Supervised Learning Technique and Its Applications to Computational Biology
Computational Intelligence Methods for Bioinformatics and Biostatistics
Interval Regression Analysis with Soft-Margin Reduced Support Vector Machine
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Learning Representation and Control in Markov Decision Processes: New Frontiers
Foundations and Trends® in Machine Learning
A multiclass classification method based on decoding of binary classifiers
Neural Computation
Validation-based sparse gaussian process classifier design
Neural Computation
Multiclass support vector machines for articulatory feature classification
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Unsupervised order-preserving regression kernel for sequence analysis
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Fast Local Support Vector Machines for Large Datasets
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
EURASIP Journal on Advances in Signal Processing
Fuzzy linear and nonlinear discriminant analysis algorithms for face recognition
Intelligent Data Analysis
Asymptotic efficiency of kernel support vector machines (SVM)
Cybernetics and Systems Analysis
Learning with probabilistic features for improved pipeline models
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Human Age Estimation by Metric Learning for Regression Problems
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Decomposition Algorithms for Training Large-Scale Semiparametric Support Vector Machines
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Margin and Radius Based Multiple Kernel Learning
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Leveraging Higher Order Dependencies between Features for Text Classification
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
A New Generative Feature Set Based on Entropy Distance for Discriminative Classification
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Real-time classification of electromyographic signals for robotic control
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Unsupervised and semi-supervised multi-class support vector machines
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Adaptive localization in a dynamic WiFi environment through multi-view learning
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Semi-supervised classification using local and global regularization
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Permanents, transport polytopes and positive definite kernels on histograms
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Kernel conjugate gradient for fast kernel machines
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Parametric kernels for sequence data analysis
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Inferring textual entailment with a probabilistically sound calculus*
Natural Language Engineering
TubeFiler: an automatic web video categorizer
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Intelligence Dynamics: a concept and preliminary experiments for open-ended learning agents
Autonomous Agents and Multi-Agent Systems
A procedure of adaptive kernel combination with kernel-target alignment for object classification
Proceedings of the ACM International Conference on Image and Video Retrieval
Automated diagnosis of Alzheimer's disease using image similarity and user feedback
Proceedings of the ACM International Conference on Image and Video Retrieval
Maximum penalized likelihood kernel regression for fast adaptation
IEEE Transactions on Audio, Speech, and Language Processing
One-class support vector machines-an application in machine fault detection and classification
Computers and Industrial Engineering
IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
Learning a scene background model via classification
IEEE Transactions on Signal Processing
Cross language text categorization by acquiring multilingual domain models from comparable corpora
ParaText '05 Proceedings of the ACL Workshop on Building and Using Parallel Texts
Computers in Biology and Medicine
A volume-based heat-diffusion classifier
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Construction of tunable radial basis function networks using orthogonal forward selection
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Recruiter selection model and implementation within the united states army
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Kernel-matching pursuits with arbitrary loss functions
IEEE Transactions on Neural Networks
RKHS Bayes discriminant: a subspace constrained nonlinear feature projection for signal detection
IEEE Transactions on Neural Networks
Optimal feature selection for support vector machines
Pattern Recognition
Spectral kernel learning for semi-supervised classification
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
On the equivalence between canonical correlation analysis and orthonormalized partial least squares
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Semi-supervised regression for evaluating convenience store location
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
An ensemble approach applied to classify spam e-mails
Expert Systems with Applications: An International Journal
Bat echolocation processing using first-spike latency coding
Neural Networks
Composite kernels for relation extraction
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Support Vector Machines and MLP for automatic classification of seismic signals at Stromboli volcano
Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009
Unified linear subspace approach to semantic analysis
Journal of the American Society for Information Science and Technology
Kernel Learning for Local Learning Based Clustering
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Constrained Learning Vector Quantization or Relaxed k-Separability
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Almost Random Projection Machine
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Learning SVMs from Sloppily Labeled Data
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
The GMM-SVM Supervector Approach for the Recognition of the Emotional Status from Speech
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
MKL for Robust Multi-modality AD Classification
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Functional Feature Selection by Weighted Projections in Pathological Voice Detection
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Pigmented Skin Lesions Classification Using Dermatoscopic Images
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Improved Online Support Vector Machines Spam Filtering Using String Kernels
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Regularized Kernel Local Linear Embedding on Dimensionality Reduction for Non-vectorial Data
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Sentiment Classification with Support Vector Machines and Multiple Kernel Functions
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Metric Learning for Regression Problems and Human Age Estimation
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Hierarchical System for Content Based Categorization and Orientation of Consumer Images
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Comparison of GARCH, Neural Network and Support Vector Machine in Financial Time Series Prediction
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Convolution kernels on constituent, dependency and sequential structures for relation extraction
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
An extension of sigma-point Kalman filtering using nonlinear estimator bases
ACC'09 Proceedings of the 2009 conference on American Control Conference
Dynamic engine modeling through linear programming support vector regression
ACC'09 Proceedings of the 2009 conference on American Control Conference
Matrix-based kernel principal component analysis for large-scale data set
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Discovering novelty in spatio/temporal data using one-class support vector machines
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Sparse kernel feature analysis using FastMap and its variants
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Reproducing kernel banach spaces for machine learning
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Domain kernels for text categorization
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Engineering Applications of Artificial Intelligence
Fuzzy methods in machine learning and data mining: Status and prospects
Fuzzy Sets and Systems
Improved gait recognition by multiple-projections normalization
Machine Vision and Applications
Coupled Visual and Kinematic Manifold Models for Tracking
International Journal of Computer Vision
Learning with generalization capability by kernel methods of bounded complexity
Journal of Complexity
Fuzzy SVM for noisy data: a robust membership calculation method
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
WSEAS Transactions on Information Science and Applications
An experimental analysis of the impact of accuracy degradation in SVM classification
International Journal of Computational Intelligence Studies
A statistical diagnosis approach for analyzing design-silicon timing mismatch
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IEEE Transactions on Intelligent Transportation Systems
Sparse online model learning for robot control with support vector regression
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Keystroke dynamics with low constraints SVM based passphrase enrollment
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Tracking a moving hypothesis for visual data with explicit switch detection
CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications
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
Ranking genes based on kernels
Intelligent Decision Technologies - Special issue on advances in medical intelligent decision support systems
Relevance filtering meets active learning: improving web-based concept detectors
Proceedings of the international conference on Multimedia information retrieval
Evolutionary tuning of multiple SVM parameters
Neurocomputing
Image and Video Colorization Using Vector-Valued Reproducing Kernel Hilbert Spaces
Journal of Mathematical Imaging and Vision
Kernel matching pursuit for large datasets
Pattern Recognition
Learning state machine-based string edit kernels
Pattern Recognition
Learning automatic concept detectors from online video
Computer Vision and Image Understanding
Extreme energy difference for feature extraction of EEG signals
Expert Systems with Applications: An International Journal
An incremental nested partition method for data clustering
Pattern Recognition
Context information from search engines for document recognition
Pattern Recognition Letters
Deterministic Error Analysis of Support Vector Regression and Related Regularized Kernel Methods
The Journal of Machine Learning Research
Reproducing Kernel Banach Spaces for Machine Learning
The Journal of Machine Learning Research
Classification Using Geometric Level Sets
The Journal of Machine Learning Research
A hybrid method for patterns mining and outliers detection in the web usage log
AWIC'03 Proceedings of the 1st international Atlantic web intelligence conference on Advances in web intelligence
Tornado detection with support vector machines
ICCS'03 Proceedings of the 2003 international conference on Computational science
RECOMB'05 Proceedings of the 2005 joint annual satellite conference on Systems biology and regulatory genomics
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
Entropy-based authorship search in large document collections
ECIR'07 Proceedings of the 29th European conference on IR research
Text-independent speaker verification: state of the art and challenges
Progress in nonlinear speech processing
Tuning L1-SVM hyperparameters with modified radius margin bounds and simulated annealing
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Softening the margin in discrete SVM
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
A modified SVM classification algorithm for data of variable quality
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
Fuzzy-input fuzzy-output one-against-all support vector machines
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
Cutting plane method for continuously constrained kernel-based regression
IEEE Transactions on Neural Networks
Discriminative training of HMMs for automatic speech recognition: A survey
Computer Speech and Language
A new methodology for photometric validation in vehicles visual interactive systems
Proceedings of the 2010 ACM Symposium on Applied Computing
Data transformations and representations for computation and visualization
Information Visualization
On selection and combination of weak learners in AdaBoost
Pattern Recognition Letters
Fusing Gabor and LBP feature sets for kernel-based face recognition
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Discriminative temporal smoothing for activity recognition from wearable sensors
UCS'07 Proceedings of the 4th international conference on Ubiquitous computing systems
Feature subset selection for multi-class SVM based image classification
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Evaluating multi-class multiple-instance learning for image categorization
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Detecting, tracking and recognizing license plates
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Sparse kernel modelling: a unified approach
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Clustering evaluation in feature space
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Nonlinear dynamic shape and appearance models for facial motion tracking
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Semantic discriminative projections for image retrieval
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
A semantic content-based retrieval method for histopathology images
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Study of kernel-based methods for Chinese relation extraction
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Evolutionary fuzzy decision model for construction management using support vector machine
Expert Systems with Applications: An International Journal
Weighted partition consensus via kernels
Pattern Recognition
Discriminant regression analysis to find homogeneous structures
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
L2-SVM training with distributed data
MATES'09 Proceedings of the 7th German conference on Multiagent system technologies
Unsupervised and semi-supervised Lagrangian support vector machines with polyhedral perturbations
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
An effective regularization path for ν-support vector classification
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
A dual membership based fuzzy support vector machine algorithm
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
Supervised learning of local projection kernels
Neurocomputing
Expert Systems with Applications: An International Journal
Using SVM to learn the efficient set in multiple objective discrete optimization
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 6
Fundamenta Informaticae - Intelligent Data Analysis in Granular Computing
A general learning framework using local and global regularization
Pattern Recognition
A support vector domain method for change detection in multitemporal images
Pattern Recognition Letters
A graph embedding method for wireless sensor networks localization
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
International Journal of Bio-Inspired Computation
A generative model for self/non-self discrimination in strings
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
A kernel-based approach to document retrieval
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Random projections for face detection under resource constraints
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Efficient reduction of support vectors in kernel-based methods
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A division algebraic framework for multidimensional support vector regression
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
OP-ELM: optimally pruned extreme learning machine
IEEE Transactions on Neural Networks
A study of spam filtering using support vector machines
Artificial Intelligence Review
Sparse approximation through boosting for learning large scale kernel machines
IEEE Transactions on Neural Networks
Applying the possibilistic c-means algorithm in kernel-induced spaces
IEEE Transactions on Fuzzy Systems - Special section on computing with words
A scalable two-stage approach for a class of dimensionality reduction techniques
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Privacy-preserving outsourcing support vector machines with random transformation
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Polychotomous kernel Fisher discriminant via top-down induction of binary tree
Computers & Mathematics with Applications
Approximation of high-dimensional kernel matrices by multilevel circulant matrices
Journal of Complexity
Research article: An elastic network model to identify characteristic stress response genes
Computational Biology and Chemistry
Expert Systems with Applications: An International Journal
Shot boundary detection based on supervised locality preserving projections and KNN-SVM classifier
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 1
Supervised learning with kernel methods
WAMUS'10 Proceedings of the 10th WSEAS international conference on Wavelet analysis and multirate systems
A similarity-based approach for shape classification using Aslan skeletons
Pattern Recognition Letters
Impact of object extraction methods on classification performance in surface inspection systems
Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
Assessment of the influence of adaptive components in trainable surface inspection systems
Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
Noise reduction for instance-based learning with a local maximal margin approach
Journal of Intelligent Information Systems
Simple algorithmic modifications for improving blind steganalysis performance
Proceedings of the 12th ACM workshop on Multimedia and security
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Employing multiple-kernel support vector machines for counterfeit banknote recognition
Applied Soft Computing
Not all seeds are equal: measuring the quality of text mining seeds
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Learning Translation Invariant Kernels for Classification
The Journal of Machine Learning Research
Consensus-Based Distributed Support Vector Machines
The Journal of Machine Learning Research
Fast and Scalable Local Kernel Machines
The Journal of Machine Learning Research
Efficient Heuristics for Discriminative Structure Learning of Bayesian Network Classifiers
The Journal of Machine Learning Research
Aggregating multiple classification results using fuzzy integration and stochastic feature selection
International Journal of Approximate Reasoning
Kernel functions for case-based planning
Artificial Intelligence
Kernel Methods for Revealed Preference Analysis
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Particle swarm optimization aided orthogonal forward regression for unified data modeling
IEEE Transactions on Evolutionary Computation
OP-KNN: method and applications
Advances in Artificial Neural Systems
Computers and Electronics in Agriculture
Large-margin classification in infinite neural networks
Neural Computation
SVM-based supervised and unsupervised classification schemes
WSEAS Transactions on Computers
A new approach for identification of MIMO non linear system with RKHS model
WSEAS Transactions on Information Science and Applications
Spatial extensions to kernel methods
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
A model for temperature prediction of melted steel in the electric arc furnace (EAF)
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
Support feature machine for DNA microarray data
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Extraction of signals with specific temporal structure using kernel methods
IEEE Transactions on Signal Processing
Application of relevance vector machine and survival probability to machine degradation assessment
Expert Systems with Applications: An International Journal
Describing data with the support vector shell in distributed environments
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
On-line handwriting recognition with parallelized machine learning algorithms
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Ant based semi-supervised classification
ANTS'10 Proceedings of the 7th international conference on Swarm intelligence
Semantic label sharing for learning with many categories
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Improving accuracy of LVQ algorithm by instance weighting
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Graph embedding based on nodes attributes representatives and a graph of words representation
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Time series gene expression data classification via L1-norm temporal SVM
PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics
Graph cut based inference with co-occurrence statistics
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Online knowledge-based support vector machines
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Learning from demonstration using MDP induced metrics
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Conditional ranking on relational data
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Faster directions for second order SMO
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Almost random projection machine with margin maximization and kernel features
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Kernel-based learning from infinite dimensional 2-way tensors
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Large margin learning of Bayesian classifiers based on Gaussian mixture models
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Robust kernel discriminant analysis using fuzzy memberships
Pattern Recognition
Rule extraction from support vector machines: A review
Neurocomputing
A novel technique for subpixel image classification based on support vector machine
IEEE Transactions on Image Processing
Behavior-constrained support vector machines for fMRI data analysis
IEEE Transactions on Neural Networks
Prediction with expert advice under discounted loss
ALT'10 Proceedings of the 21st international conference on Algorithmic learning theory
Online multiple kernel learning: algorithms and mistake bounds
ALT'10 Proceedings of the 21st international conference on Algorithmic learning theory
Do we need whatever more than k-NN?
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Multi-agent learning by distributed feature extraction
ALAMAS'05/ALAMAS'06/ALAMAS'07 Proceedings of the 5th , 6th and 7th European conference on Adaptive and learning agents and multi-agent systems: adaptation and multi-agent learning
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
A novel robust kernel for visual learning problems
Neurocomputing
Randomized locality sensitive vocabularies for bag-of-features model
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Natural color categories are convex sets
Proceedings of the 17th Amsterdam colloquium conference on Logic, language and meaning
The influence of the image basis on modeling and steganalysis performance
IH'10 Proceedings of the 12th international conference on Information hiding
A novel kernel-based framework for facial-image hallucination
Image and Vision Computing
Mixing linear SVMs for nonlinear classification
IEEE Transactions on Neural Networks
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
Representation of hypertext documents based on terms, links and text compressibility
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
Sparse approximate dynamic programming for dialog management
SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Kernel-based reranking for named-entity extraction
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Engineering Applications of Artificial Intelligence
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Graph of words embedding for molecular structure-activity relationship analysis
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
A new algorithm for training SVMs using approximate minimal enclosing balls
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
MMACTEE'09 Proceedings of the 11th WSEAS international conference on Mathematical methods and computational techniques in electrical engineering
Multitask Sparsity via Maximum Entropy Discrimination
The Journal of Machine Learning Research
Using Gaussian process based kernel classifiers for credit rating forecasting
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
On Convergence of Kernel Learning Estimators
SIAM Journal on Optimization
Ectropy of diversity measures for populations in Euclidean space
Information Sciences: an International Journal
Bayesian kernel projections for classification of high dimensional data
Statistics and Computing
Sample-efficient batch reinforcement learning for dialogue management optimization
ACM Transactions on Speech and Language Processing (TSLP)
A distribution-free method for process monitoring
Expert Systems with Applications: An International Journal
Kernel-based algorithm for clustering spatial data
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
Expert Systems with Applications: An International Journal
Intelligent prognostics for battery health monitoring based on sample entropy
Expert Systems with Applications: An International Journal
Support vector machines using Bayesian-based approach in the issue of unbalanced classifications
Expert Systems with Applications: An International Journal
Intelligent data analysis and model interpretation with spectral analysis fuzzy symbolic modeling
International Journal of Approximate Reasoning
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
Mining efficient and interpretable fuzzy classifiers from data with support vector learning
ICAI'05/MCBC'05/AMTA'05/MCBE'05 Proceedings of the 6th WSEAS international conference on Automation & information, and 6th WSEAS international conference on mathematics and computers in biology and chemistry, and 6th WSEAS international conference on acoustics and music: theory and applications, and 6th WSEAS international conference on Mathematics and computers in business and economics
Utilization relevance vector machine for slope reliability analysis
Applied Soft Computing
Clustering with kernel-based self-organized maps trained with supervised bias
SIP'06 Proceedings of the 5th WSEAS international conference on Signal processing
Learning data structures with inherent complex logic: neurocognitive perspective
CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Support vector neural training
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Experiment specific expression patterns
RECOMB'11 Proceedings of the 15th Annual international conference on Research in computational molecular biology
A new scheme to learn a kernel in regularization networks
Neurocomputing
Homeomorphic manifold analysis: learning decomposable generative models for human motion analysis
WDV'05/WDV'06/ICCV'05/ECCV'06 Proceedings of the 2005/2006 international conference on Dynamical vision
Learning reconfigurable hashing for diverse semantics
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Two one-pass algorithms for data stream classification using approximate MEBs
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
SALSAS: Sub-linear active learning strategy with approximate k-NN search
Pattern Recognition
Probabilistic auto-tuning for architectures with complex constraints
Proceedings of the 1st International Workshop on Adaptive Self-Tuning Computing Systems for the Exaflop Era
Tuned data mining: a benchmark study on different tuners
Proceedings of the 13th annual conference on Genetic and evolutionary computation
ACM Transactions on Asian Language Information Processing (TALIP)
EvoBIO'11 Proceedings of the 9th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
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
Spider recognition by biometric web analysis
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II
Kernel fisher discriminant and elliptic shape model for automatic measurement of allergic reactions
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
A probing algorithm for MINLP with failure prediction by SVM
CPAIOR'11 Proceedings of the 8th international conference on Integration of AI and OR techniques in constraint programming for combinatorial optimization problems
A GPU-tailored approach for training kernelized SVMs
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning a Robust Relevance Model for Search Using Kernel Methods
The Journal of Machine Learning Research
An online metric learning approach through margin maximization
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
A comparison of spectrum kernel machines for protein subnuclear localization
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Benchmarking IBHM method using NN3 competition dataset
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Local feature based tensor kernel for image manifold learning
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Regression models for texture image analysis
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Hierarchical spatial matching kernel for image categorization
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Blocking spam by separating end-user machines from legitimate mail server machines
Proceedings of the 8th Annual Collaboration, Electronic messaging, Anti-Abuse and Spam Conference
Fuzzy quartile encoding as a preprocessing method for biomedical pattern classification
Theoretical Computer Science
Intelligent clinical decision support systems for non-invasive bladder cancer diagnosis
CIBB'10 Proceedings of the 7th international conference on Computational intelligence methods for bioinformatics and biostatistics
Quiet in class: classification, noise and the dendritic cell algorithm
ICARIS'11 Proceedings of the 10th international conference on Artificial immune systems
Improved working set selection for larank
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
Building sparse support vector machines for multi-instance classification
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Sparse Kernel-SARSA(λ) with an eligibility trace
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Script based text identification: a multi-level architecture
Proceedings of the 2011 Joint Workshop on Multilingual OCR and Analytics for Noisy Unstructured Text Data
Operators for transforming kernels into quasi-local kernels that improve SVM accuracy
Journal of Intelligent Information Systems
Expert Systems with Applications: An International Journal
Matrix pattern based minimum within-class scatter support vector machines
Applied Soft Computing
Measuring financial risk with generalized asymmetric least squares regression
Applied Soft Computing
Centered subset kernel PCA for denoising
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume part II
Multiple classifiers for graph of words embedding
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
On a non-monotonicity effect of similarity measures
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
Supervised segmentation of fiber tracts
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
A study on the use of multiple surrogate models in valve design
ICANCM'11/ICDCC'11 Proceedings of the 2011 international conference on applied, numerical and computational mathematics, and Proceedings of the 2011 international conference on Computers, digital communications and computing
Expert Systems with Applications: An International Journal
Web Spam Detection by Exploring Densely Connected Subgraphs
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
A mixed effects least squares support vector machine model for classification of longitudinal data
Computational Statistics & Data Analysis
Weighted association based methods for the combination of heterogeneous partitions
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
Multi-instance multi-label learning
Artificial Intelligence
Computers and Electronics in Agriculture
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
Estimating the class posterior probabilities in protein secondary structure prediction
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
A methodology for photometric validation in vehicles visual interactive systems
Expert Systems with Applications: An International Journal
Mathematics and Computers in Simulation
Kernel Analysis of Deep Networks
The Journal of Machine Learning Research
A geostatistical framework for categorical spatial data modeling
SIGSPATIAL Special
An efficient algorithm for maximal margin clustering
Journal of Global Optimization
Weighted principal component extraction with genetic algorithms
Applied Soft Computing
A survey of emerging approaches to spam filtering
ACM Computing Surveys (CSUR)
Learning a distance metric for object identification without human supervision
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Feature selection based on kernel discriminant analysis
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Kernel PCA as a visualization tools for clusters identifications
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Evolutionary optimization of sequence kernels for detection of bacterial gene starts
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Efficient prediction-based validation for document clustering
ECML'06 Proceedings of the 17th European conference on Machine Learning
Investigating the dynamics of facial expression
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
An intelligent system based on kernel methods for crop yield prediction
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Carrying object detection using pose preserving dynamic shape models
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Swarm intelligent tuning of one-class v-SVM parameters
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
WIRN'05 Proceedings of the 16th Italian conference on Neural Nets
Estimating predictive variances with kernel ridge regression
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
The 2005 PASCAL visual object classes challenge
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
Facial expression analysis using nonlinear decomposable generative models
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
An analysis of the anti-learning phenomenon for the class symmetric polyhedron
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
Support vector classification with nominal attributes
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
A robust SVM design for multi-class classification
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Comparison of multiclass SVM decomposition schemes for visual object recognition
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Computers and Electronics in Agriculture
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Statistical processes monitoring based on improved ICA and SVDD
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Locality-convolution kernel and its application to dependency parse ranking
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Using relative entropy for authorship attribution
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Adaptive constraint reduction for convex quadratic programming
Computational Optimization and Applications
Machine learning for global optimization
Computational Optimization and Applications
Automatic classification of building types in 3D city models
Geoinformatica
Pattern classification using a penalized likelihood method
ANNPR'10 Proceedings of the 4th IAPR TC3 conference on Artificial Neural Networks in Pattern Recognition
Efficient case based feature construction
ECML'05 Proceedings of the 16th European conference on Machine Learning
Question classification in spanish and portuguese
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Affective Interaction in Natural Environments
Online selection of effective functional test programs based on novelty detection
Proceedings of the International Conference on Computer-Aided Design
Consistency of support vector machines using additive kernels for additive models
Computational Statistics & Data Analysis
Learning partial ordinal class memberships with kernel-based proportional odds models
Computational Statistics & Data Analysis
Accurate on-line ν-support vector learning
Neural Networks
Multi-objective model selection for support vector machines
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Mixtures of kernels for SVM modeling
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Rule extraction from trained support vector machines
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Kernels over relational algebra structures
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Orthogonal forward selection for constructing the radial basis function network with tunable nodes
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Learning gradients with gaussian processes
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Normalized kernels as similarity indices
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Bayesian kernel learning methods for parametric accelerated life survival analysis
Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Integrating binding site predictions using non-linear classification methods
Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Tumor classification from gene expression data: a coding-based multiclass learning approach
ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
The effect of attribute scaling on the performance of support vector machines
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
A scalable algorithm for learning a mahalanobis distance metric
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
A framework for optimization under limited information
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools
Computational advantages of reverberating loops for sensorimotor learning
Neural Computation
Accurate Object Recognition with Shape Masks
International Journal of Computer Vision
Fast training of linear programming support vector machines using decomposition techniques
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Soft analyzer modeling for dearomatization unit using KPCR with online eigenspace decomposition
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Adaptive kernel leaning networks with application to nonlinear system identification
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Probabilistic kernel principal component analysis through time
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
A spectrum-based support vector algorithm for relational data semi-supervised classification
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Classification of biological sequences with kernel methods
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
ISMB/ECCB'09 Proceedings of the 2009 workshop of the BioLink Special Interest Group, international conference on Linking Literature, Information, and Knowledge for Biology
Training regression ensembles by sequential target correction and resampling
Information Sciences: an International Journal
z-SVM: an SVM for improved classification of imbalanced data
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
On low-rank regularized least squares for scalable nonlinear classification
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Multitask learning using regularized multiple kernel learning
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
3D human action recognition using model segmentation
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
On the acoustic-to-electropalatographic mapping
NOLISP'05 Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing
Evolutionary kernel density regression
Expert Systems with Applications: An International Journal
Overview and recent advances in partial least squares
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Foundations and Trends® in Machine Learning
Online Learning and Online Convex Optimization
Foundations and Trends® in Machine Learning
Neural network ensemble model using PPR and LS-SVR for stock market forecasting
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Computer---Aided diagnosis of pigmented skin dermoscopic images
MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Understanding web images by object relation network
Proceedings of the 21st international conference on World Wide Web
Refinement of operator-valued reproducing kernels
The Journal of Machine Learning Research
Fast sub-window search with square shape
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Properties of the solution of L2-Support Vector Machine as a function of regularization parameter
Pattern Recognition and Image Analysis
A Flexible PCB Inspection System Based on Statistical Learning
Journal of Signal Processing Systems
Evaluation measures for kernel optimization
Pattern Recognition Letters
Fast Local Self-Similarity for describing interest regions
Pattern Recognition Letters
Regression methods for ophthalmic glucose sensing using metamaterials
Journal of Electrical and Computer Engineering - Special issue on Electrical and Computer Technology for Effective Diabetes Management and Treatment
Communications of the ACM
An intelligent dynamic MRI system for automatic nasal tumor detection
Advances in Fuzzy Systems - Special issue on Hybrid Biomedical Intelligent Systems
Classifying high-dimensional patterns using a fuzzy logic discriminant network
Advances in Fuzzy Systems - Special issue on Hybrid Biomedical Intelligent Systems
Sparse multikernel support vector regression machines trained by active learning
Expert Systems with Applications: An International Journal
Short communication: Towards a universal detector by mining concepts with small semantic gaps
Expert Systems with Applications: An International Journal
Recurrent sparse support vector regression machines trained by active learning in the time-domain
Expert Systems with Applications: An International Journal
Prediction of rainfall time series using modular RBF neural network model coupled with SSA and PLS
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
On ensemble classifiers for nonintrusive appliance load monitoring
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Combining diverse one-class classifiers
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Selecting representative prototypes for prediction the oxygen activity in electric arc furnace
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Using graph-based program characterization for predictive modeling
Proceedings of the Tenth International Symposium on Code Generation and Optimization
Adaptive optimal control without weight transport
Neural Computation
Inferring disease-related metabolite dependencies with a bayesian optimization algorithm
EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Hybrid soft computing systems for reservoir PVT properties prediction
Computers & Geosciences
Mathematical and Computer Modelling: An International Journal
Learning linear and kernel predictors with the 0-1 loss function
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Generalized dynamic stock and flow systems: An AI approach
Cognitive Systems Research
Mean square convergence analysis for kernel least mean square algorithm
Signal Processing
Linking visual concept detection with viewer demographics
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Strictly positive-definite spike train kernels for point-process divergences
Neural Computation
Constrained efficient global optimization with support vector machines
Structural and Multidisciplinary Optimization
On Taxonomies for Multi-class Image Categorization
International Journal of Computer Vision
Guest Editorial: Special Issue on Structured Prediction and Inference
International Journal of Computer Vision
On Dimension-independent Rates of Convergence for Function Approximation with Gaussian Kernels
SIAM Journal on Numerical Analysis
Learning Kernel-Based Halfspaces with the 0-1 Loss
SIAM Journal on Computing
COSADE'12 Proceedings of the Third international conference on Constructive Side-Channel Analysis and Secure Design
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
LoadIQ: learning to identify workload phases from a live storage trace
HotStorage'12 Proceedings of the 4th USENIX conference on Hot Topics in Storage and File Systems
Effective graph classification based on topological and label attributes
Statistical Analysis and Data Mining
Kernels for Vector-Valued Functions: A Review
Foundations and Trends® in Machine Learning
Support vector regression based on data shifting
Neurocomputing
The study of different similarity measure techniques in recognition of handwritten characters
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
Lung nodules classification in CT images using shannon and simpson diversity indices and SVM
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Survey: Weighted Extended Top-down Tree Transducers Part II—Application in Machine Translation
Fundamenta Informaticae - Non-Classical Models of Automata and Applications II
Extractive Support Vector Algorithm on Support Vector Machines for Image Restoration
Fundamenta Informaticae
Aggregation Pheromone Density Based Pattern Classification
Fundamenta Informaticae
Distributed parametric and nonparametric regression with on-line performance bounds computation
Automatica (Journal of IFAC)
A reduced support vector machine approach for interval regression analysis
Information Sciences: an International Journal
Reduced universal background model for speech recognition and identification system
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
Detecting changing emotions in natural speech
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Feature selection on node statistics based embedding of graphs
Pattern Recognition Letters
Computer Speech and Language
Statistical traffic classification by boosting support vector machines
Proceedings of the 7th Latin American Networking Conference
Multisource domain adaptation and its application to early detection of fatigue
ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on the Best of SIGKDD 2011
Ellipse Invariant Algorithm for Texture Classification
Fundamenta Informaticae
Regularized learning in Banach spaces as an optimization problem: representer theorems
Journal of Global Optimization
Multimodal human behavior analysis: learning correlation and interaction across modalities
Proceedings of the 14th ACM international conference on Multimodal interaction
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Effect of small sample size on text categorization with support vector machines
BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
Error-rate based biometrics fusion
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
A generic model of multi-class support vector machine
International Journal of Intelligent Information and Database Systems
On the connections between explicit semantic analysis and latent semantic analysis
Proceedings of the 21st ACM international conference on Information and knowledge management
Localized algorithms for multiple kernel learning
Pattern Recognition
Deriving kernels from generalized Dirichlet mixture models and applications
Information Processing and Management: an International Journal
Semi-intrinsic mean shift on riemannian manifolds
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Learning spatially-smooth mappings in non-rigid structure from motion
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Scene recognition on the semantic manifold
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Exploiting the circulant structure of tracking-by-detection with kernels
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
A note on extending generalization bounds for binary large-margin classifiers to multiple classes
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Geodesic analysis on the gaussian RKHS hypersphere
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Some comparisons of networks with radial and kernel units
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Supervised patient similarity measure of heterogeneous patient records
ACM SIGKDD Explorations Newsletter
X-Class: Associative Classification of XML Documents by Structure
ACM Transactions on Information Systems (TOIS)
On graph-associated matrices and their eigenvalues for optical character recognition
ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
Efficient sampling and handling of variance in tuning data mining models
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
Machine learning based analysis of gender differences in visual inspection decision making
Information Sciences: an International Journal
Full length article: Regularization networks with indefinite kernels
Journal of Approximation Theory
Automatic bearing fault diagnosis based on one-class ν-SVM
Computers and Industrial Engineering
Comparison of binary discrimination methods for high dimension low sample size data
Journal of Multivariate Analysis
Recursive similarity-based algorithm for deep learning
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
Oversampling methods for classification of imbalanced breast cancer malignancy data
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Learning sparse kernel classifiers in the primal
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Online metric learning methods using soft margins and least squares formulations
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Statistical models and learning algorithms for ordinal regression problems
Information Fusion
Spatial correlation modeling for probe test cost reduction in RF devices
Proceedings of the International Conference on Computer-Aided Design
Novel test detection to improve simulation efficiency: a commercial experiment
Proceedings of the International Conference on Computer-Aided Design
The kernel semi-least squares method for sparse distance approximation
Neural Computation
Fuzzy one-class classification model using contamination neighborhoods
Advances in Fuzzy Systems
Cross-validation of bimodal health-related stress assessment
Personal and Ubiquitous Computing
Scientific and Technical Information Processing
Prediction of sea surface temperature in the tropical Atlantic by support vector machines
Computational Statistics & Data Analysis
Vector-valued reproducing kernel Banach spaces with applications to multi-task learning
Journal of Complexity
International Journal of Software Science and Computational Intelligence
Rule extraction from support vector machines based on consistent region covering reduction
Knowledge-Based Systems
Feature representation selection based on Classifier Projection Space and Oracle analysis
Expert Systems with Applications: An International Journal
An efficient multiple-kernel learning for pattern classification
Expert Systems with Applications: An International Journal
Kernel Factory: An ensemble of kernel machines
Expert Systems with Applications: An International Journal
A framework for optimization under limited information
Journal of Global Optimization
Computers and Industrial Engineering
JPEG-Compatibility steganalysis using block-histogram of recompression artifacts
IH'12 Proceedings of the 14th international conference on Information Hiding
An explicit description of the extended gaussian kernel
PAKDD'12 Proceedings of the 2012 Pacific-Asia conference on Emerging Trends in Knowledge Discovery and Data Mining
A fuzzy evolutionary framework for combining ensembles
Applied Soft Computing
Investigation of incremental support vector regression applied to real estate appraisal
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
Translation Invariance in the Polynomial Kernel Space and Its Applications in kNN Classification
Neural Processing Letters
Data mining in design and test processes: basic principles and promises
Proceedings of the 2013 ACM international symposium on International symposium on physical design
Current-Based 4d shape analysis for the mechanical personalization of heart models
MCV'12 Proceedings of the Second international conference on Medical Computer Vision: recognition techniques and applications in medical imaging
Towards non-linear constraint estimation for expensive optimization
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Fraud Detection: Methods of Analysis for Hypergraph Data
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Towards the Optimal Discriminant Subspace
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Adaptive virtual support vector machine for reliability analysis of high-dimensional problems
Structural and Multidisciplinary Optimization
SVM-based feature selection to optimize sensitivity-specificity balance applied to weaning
Computers in Biology and Medicine
Quality and efficiency for kernel density estimates in large data
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Design of non-linear discriminative dictionaries for image classification
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Moving steganography and steganalysis from the laboratory into the real world
Proceedings of the first ACM workshop on Information hiding and multimedia security
Computational Intelligence and Neuroscience
Robust novelty detection in the framework of a contamination neighbourhood
International Journal of Intelligent Information and Database Systems
Robust novelty detection in the framework of a contamination neighbourhood
International Journal of Intelligent Information and Database Systems
Fast and scalable polynomial kernels via explicit feature maps
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
On learning-based methods for design-space exploration with high-level synthesis
Proceedings of the 50th Annual Design Automation Conference
Multiple spectral kernel learning and a gaussian complexity computation
Neural Computation
Probabilistic movement modeling for intention inference in human-robot interaction
International Journal of Robotics Research
Probabilistic non-linear distance metric learning for constrained clustering
Proceedings of the 4th MultiClust Workshop on Multiple Clusterings, Multi-view Data, and Multi-source Knowledge-driven Clustering
Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices
Journal of Multivariate Analysis
Learning with limited and noisy tagging
Proceedings of the 21st ACM international conference on Multimedia
Manifold regularization and semi-supervised learning: some theoretical analyses
The Journal of Machine Learning Research
Inference Methods for CRFs with Co-occurrence Statistics
International Journal of Computer Vision
Pairwise support vector machines and their application to large scale problems
The Journal of Machine Learning Research
Multi-task regression using minimal penalties
The Journal of Machine Learning Research
Learning output kernels for multi-task problems
Neurocomputing
Entity disambiguation in anonymized graphs using graph kernels
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Clustering-based anomaly detection in multi-view data
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Exploitation of pairwise class distances for ordinal classification
Neural Computation
Graph Kernels from the Jensen-Shannon Divergence
Journal of Mathematical Imaging and Vision
Smooth Nonparametric Copula Estimation with Least Squares Support Vector Regression
Neural Processing Letters
Exploiting socially-generated side information in dimensionality reduction
Proceedings of the 2nd international workshop on Socially-aware multimedia
Consistent identification of Wiener systems: A machine learning viewpoint
Automatica (Journal of IFAC)
Advances in Artificial Intelligence
Sparse projections of medical images onto manifolds
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Towards learning normality for anomaly detection in industrial control networks
AIMS'13 Proceedings of the 7th IFIP WG 6.6 international conference on Autonomous Infrastructure, Management, and Security: emerging management mechanisms for the future internet - Volume 7943
Semi-supervised kernel minimum squared error based on manifold structure
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Word classification for sentiment polarity estimation using neural network
HCI International'13 Proceedings of the 15th international conference on Human Interface and the Management of Information: information and interaction design - Volume Part I
Kernel minimum error entropy algorithm
Neurocomputing
Self-advising support vector machine
Knowledge-Based Systems
Multiple rank multi-linear SVM for matrix data classification
Pattern Recognition
Detecting pedestrians on a Movement Feature Space
Pattern Recognition
Automatic feature generation for machine learning--based optimising compilation
ACM Transactions on Architecture and Code Optimization (TACO)
Performance comparison of feature extraction algorithms for target detection and classification
Pattern Recognition Letters
Variance inflation in high dimensional Support Vector Machines
Pattern Recognition Letters
Parametric local multimodal hashing for cross-view similarity search
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
An optimisation approach to the recovery of reflection parameters from a single hyperspectral image
Computer Vision and Image Understanding
Road traffic density estimation using microscopic and macroscopic parameters
Image and Vision Computing
Artificial Intelligence Review
Isometric sliced inverse regression for nonlinear manifold learning
Statistics and Computing
Learning classification models from multiple experts
Journal of Biomedical Informatics
Robust support vector machine-trained fuzzy system
Neural Networks
Efficient and effective realtime prediction of drive-by download attacks
Journal of Network and Computer Applications
The Journal of Machine Learning Research
Multi-period portfolio selection using kernel-based control policy with dimensionality reduction
Expert Systems with Applications: An International Journal
E-LAMP: integration of innovative ideas for multimedia event detection
Machine Vision and Applications
Using kernels for a video-based mouse-replacement interface
Personal and Ubiquitous Computing
Spectral graph features for the classification of graphs and graph sequences
Computational Statistics
Premise Selection for Mathematics by Corpus Analysis and Kernel Methods
Journal of Automated Reasoning
Gaussian Processes for POMDP-Based Dialogue Manager Optimization
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Detecting changing emotions in human speech by machine and humans
Applied Intelligence
Multi-task learning with one-class SVM
Neurocomputing
Modeling financial dependence with support vector regression
Intelligent Data Analysis
Regularization through fuzzy discrete SVM with applications to customer ranking
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
TS-fuzzy modeling based on ε-insensitive smooth support vector regression
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Robust human action recognition scheme based on high-level feature fusion
Multimedia Tools and Applications
Online detection of abnormal events in video streams
Journal of Electrical and Computer Engineering
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From the Publisher:In the 1990s, a new type of learning algorithm was developed, based on results from statistical learning theory: the Support Vector Machine (SVM). This gave rise to a new class of theoretically elegant learning machines that use a central concept of SVMs聴-kernels--for a number of learning tasks. Kernel machines provide a modular framework that can be adapted to different tasks and domains by the choice of the kernel function and the base algorithm. They are replacing neural networks in a variety of fields, including engineering, information retrieval, and bioinformatics. Learning with Kernels provides an introduction to SVMs and related kernel methods. Although the book begins with the basics, it also includes the latest research. It provides all of the concepts necessary to enable a reader equipped with some basic mathematical knowledge to enter the world of machine learning using theoretically well-founded yet easy-to-use kernel algorithms and to understand and apply the powerful algorithms that have been developed over the last few years.