Learning the Kernel Matrix with Semidefinite Programming
The Journal of Machine Learning Research
A Polynomial-Time Algorithm for the Matching of Crossing Contact-Map Patterns
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Fast String Kernels using Inexact Matching for Protein Sequences
The Journal of Machine Learning Research
Evolutionary strategies for multi-scale radial basis function kernels in support vector machines
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Combating user fatigue in iGAs: partial ordering, support vector machines, and synthetic fitness
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Kernel-based, ellipsoidal conditions in the real-valued XCS classifier system
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Multi-label informed latent semantic indexing
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Text classification with kernels on the multinomial manifold
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Neural and Wavelet Network Models for Financial Distress Classification
Data Mining and Knowledge Discovery
Exploiting relationships for object consolidation
Proceedings of the 2nd international workshop on Information quality in information systems
Applying classification techniques to remotely-collected program execution data
Proceedings of the 10th European software engineering conference held jointly with 13th ACM SIGSOFT international symposium on Foundations of software engineering
Predictive low-rank decomposition for kernel methods
ICML '05 Proceedings of the 22nd international conference on Machine learning
Hierarchic Bayesian models for kernel learning
ICML '05 Proceedings of the 22nd international conference on Machine learning
Weighted decomposition kernels
ICML '05 Proceedings of the 22nd international conference on Machine learning
An Invariance Property of Predictors in Kernel-Induced Hypothesis Spaces
Neural Computation
On-Road Vehicle Detection: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Can machine learning be secure?
ASIACCS '06 Proceedings of the 2006 ACM Symposium on Information, computer and communications security
Domain-independent data cleaning via analysis of entity-relationship graph
ACM Transactions on Database Systems (TODS)
A DC-programming algorithm for kernel selection
ICML '06 Proceedings of the 23rd international conference on Machine learning
On a theory of learning with similarity functions
ICML '06 Proceedings of the 23rd international conference on Machine learning
Personalized handwriting recognition via biased regularization
ICML '06 Proceedings of the 23rd international conference on Machine learning
Optimal kernel selection in Kernel Fisher discriminant analysis
ICML '06 Proceedings of the 23rd international conference on Machine learning
Learning low-rank kernel matrices
ICML '06 Proceedings of the 23rd international conference on Machine learning
A probabilistic model for text kernels
ICML '06 Proceedings of the 23rd international conference on Machine learning
Kernel Predictive Linear Gaussian models for nonlinear stochastic dynamical systems
ICML '06 Proceedings of the 23rd international conference on Machine learning
Extracting key-substring-group features for text classification
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Cryptographically private support vector machines
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Training a reciprocal-sigmoid classifier by feature scaling-space
Machine Learning
Automatic semantics extraction in law documents
ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Is linguistic information relevant for the classification of legal texts?
ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
Computational analysis of epileptic focus localization
BioMed'06 Proceedings of the 24th IASTED international conference on Biomedical engineering
Tools for privacy preserving Kernel methods in data mining
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
Text classification based on the bias of word frequency over categories
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
On the equivalence between kernel self-organising maps and self-organising mixture density networks
Neural Networks - 2006 Special issue: Advances in self-organizing maps--WSOM'05
Multi-Output Regularized Feature Projection
IEEE Transactions on Knowledge and Data Engineering
Adaptive non-linear clustering in data streams
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Kernel Methods for Measuring Independence
The Journal of Machine Learning Research
Some Equivalences between Kernel Methods and Information Theoretic Methods
Journal of VLSI Signal Processing Systems
Variable selection in kernel Fisher discriminant analysis by means of recursive feature elimination
Computational Statistics & Data Analysis
Optimizing resources in model selection for support vector machine
Pattern Recognition
Domain kernels for word sense disambiguation
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Measuring language divergence by intra-lexical comparison
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Edit distance-based kernel functions for structural pattern classification
Pattern Recognition
Gene subset selection in kernel-induced feature space
Pattern Recognition Letters
NAACL-Demonstrations '06 Proceedings of the 2006 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume: demonstrations
Multiple feature sets based categorization of laryngeal images
Computer Methods and Programs in Biomedicine
Locality preserving CCA with applications to data visualization and pose estimation
Image and Vision Computing
Gene subset selection in kernel-induced feature space
Pattern Recognition Letters
Analysis of SVM regression bounds for variable ranking
Neurocomputing
Information Sciences: an International Journal
K-T.R.A.C.E: A kernel k-means procedure for classification
Computers and Operations Research
A multidimensional scaling approach for representing XML documents
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
Computational Statistics & Data Analysis
A kernel based structure matching for web services search
Proceedings of the 16th international conference on World Wide Web
Fish age analysis and classification with kernel methods
Pattern Recognition Letters
A Direct Method for Building Sparse Kernel Learning Algorithms
The Journal of Machine Learning Research
Kernel-Based Learning of Hierarchical Multilabel Classification Models
The Journal of Machine Learning Research
Considering Cost Asymmetry in Learning Classifiers
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Learning Equivariant Functions with Matrix Valued Kernels
The Journal of Machine Learning Research
The Pyramid Match Kernel: Efficient Learning with Sets of Features
The Journal of Machine Learning Research
Preventing Over-Fitting during Model Selection via Bayesian Regularisation of the Hyper-Parameters
The Journal of Machine Learning Research
IEEE Transactions on Knowledge and Data Engineering
Kernel-Based Positioning in Wireless Local Area Networks
IEEE Transactions on Mobile Computing
Techniques for Classifying Executions of Deployed Software to Support Software Engineering Tasks
IEEE Transactions on Software Engineering
Invariant kernel functions for pattern analysis and machine learning
Machine Learning
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
Bayesian actor-critic algorithms
Proceedings of the 24th international conference on Machine learning
Proceedings of the 24th international conference on Machine learning
Proceedings of the 24th international conference on Machine learning
Using a kernel: based approach to visualize integrated chronic fatigue syndrome datasets
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Weighted kernel model for text categorization
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Integrated kernels and their properties
Pattern Recognition
Evolving kernels for support vector machine classification
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Nonlinear adaptive distance metric learning for clustering
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Kernels on bags for multi-object database retrieval
Proceedings of the 6th ACM international conference on Image and video retrieval
A SVM-based cursive character recognizer
Pattern Recognition
Applications of regularized least squares to pattern classification
Theoretical Computer Science
Complexity of pattern classes and the Lipschitz property
Theoretical Computer Science
Acoustic Modelling Using Continuous Rational Kernels
Journal of VLSI Signal Processing Systems
Automatic classification of provisions in legislative texts
Artificial Intelligence and Law - AI & law in eGovernment and eDemocracy part II
A data-driven multidimensional indexing method for datamining in astrophysical databases
EURASIP Journal on Applied Signal Processing
Optimally regularised kernel Fisher discriminant classification
Neural Networks
EURASIP Journal on Applied Signal Processing
BIEN '07 Proceedings of the fifth IASTED International Conference: biomedical engineering
Modeling sequence evolution with kernel methods
Computational Optimization and Applications
Image complexity and feature mining for steganalysis of least significant bit matching steganography
Information Sciences: an International Journal
A kernel optimization method based on the localized kernel Fisher criterion
Pattern Recognition
Nonsmooth Optimization Techniques for Semisupervised Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Letters: Kernel subclass discriminant analysis
Neurocomputing
Letters: An unified EM algorithm for PCA and KPCA
Neurocomputing
Semi-supervised learning by search of optimal target vector
Pattern Recognition Letters
Structure and semantics for expressive text kernels
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Typing Staphylococcus aureus Using the spa Gene and Novel Distance Measures
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Relation extraction and the influence of automatic named-entity recognition
ACM Transactions on Speech and Language Processing (TSLP)
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
Engineering Applications of Artificial Intelligence
Predictor output sensitivity and feature similarity-based feature selection
Fuzzy Sets and Systems
Kernel quadratic discriminant analysis for small sample size problem
Pattern Recognition
Kernel quadratic discriminant analysis for small sample size problem
Pattern Recognition
Metric learning by discriminant neighborhood embedding
Pattern Recognition
Hybrid Generative-Discriminative Visual Categorization
International Journal of Computer Vision
Retrieval of Italian legal literature: a case of semantic search using legal vocabulary
International Journal of Metadata, Semantics and Ontologies
Granular Kernel Trees with parallel Genetic Algorithms for drug activity comparisons
International Journal of Data Mining and Bioinformatics
Off-the-peg and bespoke classifiers for fraud detection
Computational Statistics & Data Analysis
Applying genetic algorithms and support vector machines to the gene selection problem
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - VIII Brazilian Symposium on Neural Networks
Computer Vision and Image Understanding
Relevance feedback for image retrieval in structured multi-feature spaces
MobiMedia '06 Proceedings of the 2nd international conference on Mobile multimedia communications
A discriminative framework for clustering via similarity functions
STOC '08 Proceedings of the fortieth annual ACM symposium on Theory of computing
Automated speech analysis applied to laryngeal disease categorization
Computer Methods and Programs in Biomedicine
A theory of learning with similarity functions
Machine Learning
Retrieval of Italian legal literature: a case of semantic search using legal vocabulary
DCMI '05 Proceedings of the 2005 international conference on Dublin Core and metadata applications: vocabularies in practice
EURASIP Journal on Advances in Signal Processing
Graph-theoretic measure for active iGAs: interaction sizing and parallel evaluation ensemble
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Graph kernels between point clouds
Proceedings of the 25th international conference on Machine learning
Proceedings of the 25th international conference on Machine learning
Nearest hyperdisk methods for high-dimensional classification
Proceedings of the 25th international conference on Machine learning
Pairwise constraint propagation by semidefinite programming for semi-supervised classification
Proceedings of the 25th international conference on Machine learning
Learning to rank with partially-labeled data
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Linear-Time Computation of Similarity Measures for Sequential Data
The Journal of Machine Learning Research
Multi-class Discriminant Kernel Learning via Convex Programming
The Journal of Machine Learning Research
Functional test selection based on unsupervised support vector analysis
Proceedings of the 45th annual Design Automation Conference
A classification method based on generalized eigenvalue problems
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
Probabilistic relaxation labelling using the Fokker-Planck equation
Pattern Recognition
An efficient kernel matrix evaluation measure
Pattern Recognition
Learning subspace kernels for classification
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Building semantic kernels for text classification using wikipedia
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Heterogeneous data fusion for alzheimer's disease study
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Tree kernels for semantic role labeling
Computational Linguistics
Soft clustering using weighted one-class support vector machines
Pattern Recognition
Kernels for Chemical Compounds in Biological Screening
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Learning SVM with Varied Example Cost: A kNN Evaluating Approach
Computational Intelligence and Security
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
Acoustic Modeling Using Continuous Density Hidden Markov Models in the Mercer Kernel Feature Space
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
A Concept Lattice-Based Kernel Method for Mining Knowledge in an M-Commerce System
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Decomposition Method for Tree Kernels
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
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
Evolving Committees of Support Vector Machines
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Off-Line Learning with Transductive Confidence Machines: An Empirical Evaluation
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Reducing the Dimensionality of Vector Space Embeddings of Graphs
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Equivalence Learning in Protein Classification
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Generative Kernels for Gene Function Prediction Through Probabilistic Tree Models of Evolution
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
An Alternative Splicing Predictor in C.Elegans Based on Time Series Analysis
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
A Hilbert Space Embedding for Distributions
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Learning Kernel Perceptrons on Noisy Data Using Random Projections
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Switched and PieceWise Nonlinear Hybrid System Identification
HSCC '08 Proceedings of the 11th international workshop on Hybrid Systems: Computation and Control
Using Image Stimuli to Drive fMRI Analysis
Neural Information Processing
Learning a Kernel Matrix for Time Series Data from DTW Distances
Neural Information Processing
Text Categorization with Semantic Commonsense Knowledge: First Results
Neural Information Processing
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Learning and Classification of Malware Behavior
DIMVA '08 Proceedings of the 5th international conference on Detection of Intrusions and Malware, and Vulnerability Assessment
Extracting Decision Rules from Sigmoid Kernel
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Implementation Issues of an Incremental and Decremental SVM
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Kernel Methods for Graphs: A Comprehensive Approach
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Querying and Merging Heterogeneous Data by Approximate Joins on Higher-Order Terms
ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming
Support Vector Machines, Data Reduction, and Approximate Kernel Matrices
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
An Indexing Matrix Based Retrieval Model
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Learning and Generalization with the Information Bottleneck
ALT '08 Proceedings of the 19th international conference on Algorithmic Learning Theory
Structural Support Vector Machine
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
A Generic Diffusion Kernel for Semi-supervised Learning
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Kernel Matrix Learning for One-Class Classification
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Learning to Trade with Incremental Support Vector Regression Experts
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Clustering high dimensional data: A graph-based relaxed optimization approach
Information Sciences: an International Journal
Computers in Biology and Medicine
The Journal of Machine Learning Research
Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling
ACM Transactions on Asian Language Information Processing (TALIP)
Classification model selection via bilevel programming
Optimization Methods & Software - Mathematical programming in data mining and machine learning
Non-smoothness in classification problems
Optimization Methods & Software - THE JOINT EUROPT-OMS CONFERENCE ON OPTIMIZATION, 4-7 JULY, 2007, PRAGUE, CZECH REPUBLIC, PART I
Fuzzy modeling for data cleaning in sensor networks
International Journal of Hybrid Intelligent Systems - Recent Advances in Intelligent Paradigms Fusion and Their Applications
Neural networks letter: LAGO on the unit sphere
Neural Networks
Classifying networked entities with modularity kernels
Proceedings of the 17th ACM conference on Information and knowledge management
Kernel methods, syntax and semantics for relational text categorization
Proceedings of the 17th ACM conference on Information and knowledge management
Pattern recognition with a Bayesian kernel combination machine
Pattern Recognition Letters
Multi-resolution screening of paper formation variations on production line
Expert Systems with Applications: An International Journal
Hybrid reinforcement/supervised learning of dialogue policies from fixed data sets
Computational Linguistics
Kernel methods for regression model based on variable selection
International Journal of Knowledge Engineering and Soft Data Paradigms
Nonparallel plane proximal classifier
Signal Processing
INDIE: An Artificial Immune Network for On-Line Density Estimation
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Graph Classification Based on Dissimilarity Space Embedding
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Incorporation of Application Layer Protocol Syntax into Anomaly Detection
ICISS '08 Proceedings of the 4th International Conference on Information Systems Security
Classification of cerebral palsy gait by Kernel Fisher Discriminant Analysis
International Journal of Hybrid Intelligent Systems - Computational Models for Life Sciences
International Journal of Knowledge Engineering and Soft Data Paradigms
Adaptive weighting of local classifiers by particle filters for robust tracking
Pattern Recognition
Kernel-based Monte Carlo simulation for American option pricing
Expert Systems with Applications: An International Journal
On the functional quality of service (FQoS) to discover and compose interoperable web services
Expert Systems with Applications: An International Journal
Reducing the dimensionality of dissimilarity space embedding graph kernels
Engineering Applications of Artificial Intelligence
Accuracy of suboptimal solutions to kernel principal component analysis
Computational Optimization and Applications
Fabric defect detection based on multiple fractal features and support vector data description
Engineering Applications of Artificial Intelligence
A New Multiple Kernel Approach for Visual Concept Learning
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Incremental learning to rank with partially-labeled data
Proceedings of the 2009 workshop on Web Search Click Data
Using the patient's questionnaire data to screen laryngeal disorders
Computers in Biology and Medicine
Computers in Biology and Medicine
Kernel based nonlinear dimensionality reduction for microarray gene expression data analysis
Expert Systems with Applications: An International Journal
Path selection for monitoring unexpected systematic timing effects
Proceedings of the 2009 Asia and South Pacific Design Automation Conference
Graph nodes clustering with the sigmoid commute-time kernel: A comparative study
Data & Knowledge Engineering
Quadratic programming formulations for classificationand regression
Optimization Methods & Software - THE JOINT EUROPT-OMS CONFERENCE ON OPTIMIZATION, 4-7 JULY, 2007, PRAGUE, CZECH REPUBLIC, PART II
Virtual genetic coding and time series analysis for alternative splicing prediction in C. elegans
Artificial Intelligence in Medicine
Modeling adaptive kernels from probabilistic phylogenetic trees
Artificial Intelligence in Medicine
Neurocomputing
Letters: Soft ranking in clustering
Neurocomputing
Expansive competitive learning for kernel vector quantization
Pattern Recognition Letters
Gaussian kernel optimization for pattern classification
Pattern Recognition
Graph kernels based on tree patterns for molecules
Machine Learning
On the properties of von Neumann kernels for link analysis
Machine Learning
Taking the bite out of automated naming of characters in TV video
Image and Vision Computing
Proceedings of the International Conference on Advances in Computing, Communication and Control
A wrapper method for feature selection using Support Vector Machines
Information Sciences: an International Journal
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
On Pairwise Kernels: An Efficient Alternative and Generalization Analysis
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Hedged predictions for traditional Chinese chronic gastritis diagnosis with confidence machine
Computers in Biology and Medicine
Pattern analysis for the prediction of fungal pro-peptide cleavage sites
Discrete Applied Mathematics
Multi-view kernel machine on single-view data
Neurocomputing
A framework for machine learning based on dynamic physical fields
Natural Computing: an international journal
A systematic analysis of performance measures for classification tasks
Information Processing and Management: an International Journal
Sparse multinomial kernel discriminant analysis (sMKDA)
Pattern Recognition
Semi-structured document categorization with a semantic kernel
Pattern Recognition
Kernels on linguistic structures for answer extraction
HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
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
Learning Kernel Matrix from Gene Ontology and Annotation Data for Protein Function Prediction
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Combining feature spaces for classification
Pattern Recognition
Multi-output regression on the output manifold
Pattern Recognition
Journal of Biomedical Informatics
An Inductive Logic Programming Approach to Statistical Relational Learning
Proceedings of the 2005 conference on An Inductive Logic Programming Approach to Statistical Relational Learning
An Analysis of Support Vector Machines for Credit Risk Modeling
Proceedings of the 2008 conference on Applications of Data Mining in E-Business and Finance
Kernel-based relation extraction from investigative data
Proceedings of The Third Workshop on Analytics for Noisy Unstructured Text Data
Learning by local kernel polarization
Neurocomputing
Locality kernels for sequential data and their applications to parse ranking
Applied Intelligence
Combining audio content and social context for semantic music discovery
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
A Machine Learning Approach to Mass Spectra Classification with Unsupervised Feature Selection
Computational Intelligence Methods for Bioinformatics and Biostatistics
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Evolutionary Optimization of Kernel Weights Improves Protein Complex Comembership Prediction
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Setting discrete bid levels adaptively in repeated auctions
Proceedings of the 11th International Conference on Electronic Commerce
Model selection for the LS-SVM. Application to handwriting recognition
Pattern Recognition
Improving text classification by a sense spectrum approach to term expansion
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
Fine-grained classification of named entities exploiting latent semantic kernels
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
Robust support vector machine training via convex outlier ablation
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Automatic linear causal relationship identification for financial factor modeling
Expert Systems with Applications: An International Journal
Coreference systems based on kernels methods
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Screening Paper Runnability in a Web-Offset Pressroom by Data Mining
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Histopathology Image Classification Using Bag of Features and Kernel Functions
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
Kernel Based Subspace Projection of Near Infrared Hyperspectral Images of Maize Kernels
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Kernel Entropy Component Analysis Pre-images for Pattern Denoising
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Extraction of Windows in Facade Using Kernel on Graph of Contours
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Optimal Double-Kernel Combination for Classification
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Dissimilarity Based Vector Space Embedding of Graphs Using Prototype Reduction Schemes
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Using Graph-Kernels to Represent Semantic Information in Text Classification
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
EURASIP Journal on Advances in Signal Processing
Re-ranking models for spoken language understanding
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Syntactic and semantic kernels for short text pair categorization
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Using lexical and relational similarity to classify semantic relations
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
A novel kernel-based maximum a posteriori classification method
Neural Networks
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Class Prediction from Disparate Biological Data Sources Using an Iterative Multi-Kernel Algorithm
PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
Face Reconstruction from Skull Shapes and Physical Attributes
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Co-occurrence contexts for noun compound interpretation
MWE '07 Proceedings of the Workshop on a Broader Perspective on Multiword Expressions
Syntactic kernels for natural language learning: the semantic role labeling case
NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
A Theory of Kernel Extreme Energy Difference for Feature Extraction of EEG Signals
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Dependency Tree Kernels for Relation Extraction from Natural Language Text
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
A Flexible and Efficient Algorithm for Regularized Fisher Discriminant Analysis
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Feature Weighting Using Margin and Radius Based Error Bound Optimization in SVMs
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
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
Syntactic Structural Kernels for Natural Language Interfaces to Databases
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Feature Selection for Density Level-Sets
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Estimation of Object Position Based on Color and Shape Contextual Information
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Learning to Rank for Information Retrieval
Foundations and Trends in Information Retrieval
A randomized string kernel and its application to RNA interference
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Dimension amnesic pyramid match kernel
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Semantic classification with WordNet kernels
NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers
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
StatMT '08 Proceedings of the Third Workshop on Statistical Machine Translation
Learning semantic distance from community-tagged media collection
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Clustering in the membership embedding space
International Journal of Knowledge Engineering and Soft Data Paradigms
Kernel Methods in Computer Vision
Foundations and Trends® in Computer Graphics and Vision
Kernels on prolog ground terms
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Large margin transductive transfer learning
Proceedings of the 18th ACM conference on Information and knowledge management
IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Neural network for graphs: a contextual constructive approach
IEEE Transactions on Neural Networks
Constructing sparse kernel machines using attractors
IEEE Transactions on Neural Networks
Building sparse multiple-kernel SVM classifiers
IEEE Transactions on Neural Networks
Eyebrow recognition: a new biometric technique
SIP '07 Proceedings of the Ninth IASTED International Conference on Signal and Image Processing
Local normalized linear summation kernel for fast and robust recognition
Pattern Recognition
A kernel method for market clearing
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
An efficient nonnegative matrix factorization approach in flexible kernel space
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Composite kernels for relation extraction
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
SPARCL: an effective and efficient algorithm for mining arbitrary shape-based clusters
Knowledge and Information Systems
Kernel methods for minimally supervised wsd
Computational Linguistics
Unified linear subspace approach to semantic analysis
Journal of the American Society for Information Science and Technology
An association rule based approach for biological sequence feature classification
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
MINLIP: Efficient Learning of Transformation Models
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
On the Quantification of Dynamics in Reservoir Computing
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
A Clustering Framework Based on Adaptive Space Mapping and Rescaling
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Semi---supervised Learning with Constraints for Multi---view Object Recognition
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Accurate Probabilistic Error Bound for Eigenvalues of Kernel Matrix
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
A Multi-class Kernel Alignment Method for Image Collection Summarization
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Kernel-Based Learning for Domain-Specific Relation Extraction
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
String Kernel Based SVM for Internet Security Implementation
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
Kernel based support vector machine via semidefinite programming: Application to medical diagnosis
Computers and Operations Research
Wikipedia as frame information repository
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Re-ranking models based-on small training data for spoken language understanding
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
What's in a name?: in some languages, grammatical gender
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Matrix-based kernel principal component analysis for large-scale data set
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
Dimensionality reduction by self organizing maps that preserve distances in output space
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A Kernel-based feature weighting for text classification
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
Generalized kernel fuzzy clustering model
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Weight-decay regularization in reproducing Kernel Hilbert spaces by variable-basis schemes
WSEAS Transactions on Mathematics
Graph classification by means of Lipschitz embedding
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Wiener implementation of kernel machines
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
Predicting system collapse: two theoretical models
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
SVM-based fuzzy inference system (SVM-FIS) for frequency calibration in wireless networks
CIT'09 Proceedings of the 3rd International Conference on Communications and information technology
Adaptive kernel principal component analysis
Signal Processing
An optimization on pictogram identification for the road-sign recognition task using SVMs
Computer Vision and Image Understanding
Combining visual features and text data for medical image retrieval using latent semantic kernels
Proceedings of the international conference on Multimedia information retrieval
Learning relevant eye movement feature spaces across users
Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications
Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications
International Journal of Approximate Reasoning
Image and Video Colorization Using Vector-Valued Reproducing Kernel Hilbert Spaces
Journal of Mathematical Imaging and Vision
Automatic model selection for the optimization of SVM kernels
Pattern Recognition
Computational Statistics & Data Analysis
A probabilistic reputation model based on transaction ratings
Information Sciences: an International Journal
An incremental nested partition method for data clustering
Pattern Recognition
When Is There a Representer Theorem? Vector Versus Matrix Regularizers
The Journal of Machine Learning Research
Hash Kernels for Structured Data
The Journal of Machine Learning Research
Reproducing Kernel Banach Spaces for Machine Learning
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Maximum Relative Margin and Data-Dependent Regularization
The Journal of Machine Learning Research
Optimized parameters for missing data imputation
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Deriving the kernel from training data
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Classifier ensembles for vector space embedding of graphs
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Stem kernels for RNA sequence analyses
BIRD'07 Proceedings of the 1st international conference on Bioinformatics research and development
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Advanced structural representations for question classification and answer re-ranking
ECIR'07 Proceedings of the 29th European conference on IR research
Combined syntactic and semantic Kernels for text classification
ECIR'07 Proceedings of the 29th European conference on IR research
Classifier fusion for SVM-based multimedia semantic indexing
ECIR'07 Proceedings of the 29th European conference on IR research
On a new class of framelet kernels for support vector regression and regularization networks
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Graph nodes clustering based on the commute-time kernel
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
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
Graph embedding in vector spaces by means of prototype selection
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Screening paper formation variations on production line
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
A neuro-fuzzy approach for sensor network data cleaning
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
SVM-based time series prediction with nonlinear dynamics methods
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
Membership embedding space approach and spectral clustering
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
Representation of a fisher criterion function in a kernel feature space
IEEE Transactions on Neural Networks
Scaling up support vector machines using nearest neighbor condensation
IEEE Transactions on Neural Networks
Combining image, voice, and the patient's questionnaire data to categorize laryngeal disorders
Artificial Intelligence in Medicine
Text versus non-text distinction in online handwritten documents
Proceedings of the 2010 ACM Symposium on Applied Computing
Discriminative temporal smoothing for activity recognition from wearable sensors
UCS'07 Proceedings of the 4th international conference on Ubiquitous computing systems
Content-based image retrieval by indexing random subwindows with randomized trees
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Evolved kernel method for time series
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Some properties of the Gaussian kernel for one class learning
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Towards a general framework for data mining
KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases
Clustering evaluation in feature space
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
TTCN-3 quality engineering: using learning techniques to evaluate metric sets
SDL'07 Proceedings of the 13th international SDL Forum conference on Design for dependable systems
High throughput analysis of breast cancer specimens on the grid
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
A family of novel graph kernels for structural pattern recognition
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
MP-polynomial kernel for training support vector machines
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Self-tuning in graph-based reference disambiguation
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Kernel methods for mining instance data in ontologies
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Learning actions using robust string kernels
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
A novel fuzzy kernel C-means algorithm for document clustering
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
Kernel matching reduction algorithms for classification
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Scene classification based on multi-resolution orientation histogram of Gabor features
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
The minimum redundancy-maximum relevance approach to building sparse support vector machines
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
An overview of AI research in Italy
Artificial intelligence
Learning with kernels and logical representations
Probabilistic inductive logic programming
Optimal control of chaotic system based on LS-SVM with mixed kernel
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Optical character recognition based on least square support vector machine
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
A novel Gaussian kernel paramter choosing method
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
L2 regularization for learning kernels
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Amulti-instance model for software quality estimation in OO systems
ICNC'09 Proceedings of the 5th international conference on Natural computation
ICNC'09 Proceedings of the 5th international conference on Natural computation
Energy description of data object and clustering
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Feature selection for SVM via optimization of kernel polarization with Gaussian ARD kernels
Expert Systems with Applications: An International Journal
Assisting the autistic with real-time facial expression recognition
IIT'09 Proceedings of the 6th international conference on Innovations in information technology
A new modeling algorithm: normalized Kernel least mean square
IIT'09 Proceedings of the 6th international conference on Innovations in information technology
Towards an anomaly detection technique for web services based on kernel methods
IIT'09 Proceedings of the 6th international conference on Innovations in information technology
Missing value imputation based on data clustering
Transactions on computational science I
Learning and generalization with the information bottleneck
Theoretical Computer Science
A support vector domain method for change detection in multitemporal images
Pattern Recognition Letters
In-depth utilization of Chinese ancient maps: a hybrid approach to digitizing map resources in CADAL
Proceedings of the 10th annual joint conference on Digital libraries
A hierarchical image kernel with application to pedestrian identification for video surveillance
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Kernel methods in orthogonalization of multi- and hypervariate data
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
IEEE Computational Intelligence Magazine
Rates of convergence of the functional k-nearest neighbor estimate
IEEE Transactions on Information Theory
SSPS: A Semi-Supervised Pattern Shift for Classification
Neural Processing Letters
A Novel Regularization Learning for Single-View Patterns: Multi-View Discriminative Regularization
Neural Processing Letters
Sparse approximation through boosting for learning large scale kernel machines
IEEE Transactions on Neural Networks
IEEE Transactions on Neural Networks
Compressive sensing based positioning using RSS of WLAN access points
INFOCOM'10 Proceedings of the 29th conference on Information communications
Semantic relation extraction with kernels over typed dependency trees
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Approximation of high-dimensional kernel matrices by multilevel circulant matrices
Journal of Complexity
Detecting Management Fraud in Public Companies
Management Science
A new local-global approach for classification
Neural Networks
Detecting influential observations in Kernel PCA
Computational Statistics & Data Analysis
Nonnegative Principal Component Analysis for Cancer Molecular Pattern Discovery
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A case for machine learning to optimize multicore performance
HotPar'09 Proceedings of the First USENIX conference on Hot topics in parallelism
Pattern Recognition Letters
Robust weighted kernel logistic regression in imbalanced and rare events data
Computational Statistics & Data Analysis
Employing multiple-kernel support vector machines for counterfeit banknote recognition
Applied Soft Computing
The mass appraisal of the real estate by computational intelligence
Applied Soft Computing
Convolution kernels for opinion holder extraction
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Light & Skin Interactions: Simulations for Computer Graphics Applications
Light & Skin Interactions: Simulations for Computer Graphics Applications
Regularized Discriminant Analysis, Ridge Regression and Beyond
The Journal of Machine Learning Research
Using Background Knowledge to Support Coreference Resolution
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Soft Nearest Convex Hull Classifier
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Towards Learning to Rank in Description Logics
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Training a multilingual sportscaster: using perceptual context to learn language
Journal of Artificial Intelligence Research
IEEE Transactions on Information Forensics and Security
Online signature verification with support vector machines based on LCSS kernel functions
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
Framelet kernels with applications to support vector regression and regularization networks
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
GMM-SVM Kernel with a Bhattacharyya-based distance for speaker recognition
IEEE Transactions on Audio, Speech, and Language Processing
Testing stationarity with surrogates: a time-frequency approach
IEEE Transactions on Signal Processing
Per-sample multiple kernel approach for visual concept learning
Journal on Image and Video Processing - Special issue on selected papers from multimedia modeling conference 2009
A grouped ranking model for item preference parameter
Neural Computation
Adaptive model weighting and transductive regression for predicting best system combinations
WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
L1 regularized regression for reranking and system combination in machine translation
WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
Report of NEWS 2010 transliteration mining shared task
NEWS '10 Proceedings of the 2010 Named Entities Workshop
Transliteration generation and mining with limited training resources
NEWS '10 Proceedings of the 2010 Named Entities Workshop
Rademacher chaos complexities for learning the kernel problem
Neural Computation
Exploiting tag and word correlations for improved webpage clustering
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
Mining data with random forests: A survey and results of new tests
Pattern Recognition
DC models for spherical separation
Journal of Global Optimization
Simplicity is better: revisiting single kernel PPI extraction
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Fuzzy integral to speed up support vector machines training for pattern classification
International Journal of Knowledge-based and Intelligent Engineering Systems
Semi-supervised ranking for document retrieval
Computer Speech and Language
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
Generalized derivative based kernelized learning vector quantization
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Comparison-based optimizers need comparison-based surrogates
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
On languages piecewise testable in the strict sense
MOL'07/09 Proceedings of the 10th and 11th Biennial conference on The mathematics of language
Commute-time convolution kernels for graph clustering
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Semi-supervised clustering using heterogeneous dissimilarities
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Information theoretical Kernels for generative embeddings based on hidden Markov models
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
An empirical comparison of Kernel-based and dissimilarity-based feature spaces
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Correlation features and a linear transform specific reproducing kernel
TSD'10 Proceedings of the 13th international conference on Text, speech and dialogue
Clustering vessel trajectories with alignment kernels under trajectory compression
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I
Constructing nonlinear discriminants from multiple data views
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I
An improved pyramid matching kernel
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I
Canonical correlation analysis using within-class coupling
Pattern Recognition Letters
The application of structured learning in natural language processing
Machine Translation
A kernel regression framework for SMT
Machine Translation
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
Automated nonlinear feature generation and classification of foot pressure lesions
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
Learning to rank individuals in description logics using kernel perceptrons
RR'10 Proceedings of the Fourth international conference on Web reasoning and rule systems
The use of hide in learning the value of a function
ACS'10 Proceedings of the 10th WSEAS international conference on Applied computer science
A time-efficient pattern reduction algorithm for k-means clustering
Information Sciences: an International Journal
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
A General Framework for Analyzing Data from Two Short Time-Series Microarray Experiments
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Estimating divergence functionals and the likelihood ratio by convex risk minimization
IEEE Transactions on Information Theory
Shell fitting space for classification
Expert Systems with Applications: An International Journal
Error tolerance based support vector machine for regression
Neurocomputing
Graph classification based on optimizing graph spectra
DS'10 Proceedings of the 13th international conference on Discovery science
An effective method for SAR automatic target recognition
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
A robust fuzzy rough set model based on minimum enclosing ball
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Support vector machines for inhabitant identification in smart houses
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
On Learning and Cross-Validation with Decomposed Nyström Approximation of Kernel Matrix
Neural Processing Letters
LivingKnowledge: kernel methods for relational learning and semantic modeling
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part II
Tuning n-gram string kernel SVMs via meta learning
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Fast implementation of string-kernel-based support vector classifiers by GPU computing
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Supporting natural language processing with background knowledge: coreference resolution case
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part I
Versatile spectral methods for point set matching
Pattern Recognition Letters
Least square regression with lp-coefficient regularization
Neural Computation
Protein interaction detection in sentences via Gaussian Processes: a preliminary evaluation
International Journal of Data Mining and Bioinformatics
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Screening web breaks in a pressroom by soft computing
Applied Soft Computing
Learning with uncertain kernel matrix set
Journal of Computer Science and Technology
Kernel based K-medoids for clustering data with uncertainty
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Planted (l,d) motif finding with allowable mismatches using kernel based approach
Proceedings of the 2011 International Conference on Communication, Computing & Security
Improved graph-based metrics for clustering high-dimensional datasets
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
SVM based feature selection: why are we using the dual?
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
A feature sequence kernel for video concept classification
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Sparse Semi-supervised Learning Using Conjugate Functions
The Journal of Machine Learning Research
Regression on Fixed-Rank Positive Semidefinite Matrices: A Riemannian Approach
The Journal of Machine Learning Research
Information Sciences: an International Journal
Maximal Discrepancy for Support Vector Machines
Neurocomputing
Large-scale training of SVMs with automata kernels
CIAA'10 Proceedings of the 15th international conference on Implementation and application of automata
Characterizing structural relationships in scenes using graph kernels
ACM SIGGRAPH 2011 papers
Correntropy function for fundamental frequency determination of musical instrument samples
Expert Systems with Applications: An International Journal
Reproducing Kernel Hilbert Spaces and fractal interpolation
Journal of Computational and Applied Mathematics
Learning Linear and Nonlinear PCA with Linear Programming
Neural Processing Letters
Consistency of functional learning methods based on derivatives
Pattern Recognition Letters
A novel multi-view classifier based on Nyström approximation
Expert Systems with Applications: An International Journal
Learning invariant structure for object identification by using graph methods
Computer Vision and Image Understanding
Finding pre-images via evolution strategies
Applied Soft Computing
Support Vector Machines with the Ramp Loss and the Hard Margin Loss
Operations Research
Improving vector space embedding of graphs through feature selection algorithms
Pattern Recognition
Support Vector Machine incorporated with feature discrimination
Expert Systems with Applications: An International Journal
Vrisha: using scaling properties of parallel programs for bug detection and localization
Proceedings of the 20th international symposium on High performance distributed computing
Learning readers' news preferences with support vector machines
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Evolving sum and composite kernel functions for regularization networks
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Front end analysis of speech recognition: a review
International Journal of Speech Technology
Optimal Locality Regularized Least Squares Support Vector Machine via Alternating Optimization
Neural Processing Letters
A novel multi-view learning developed from single-view patterns
Pattern Recognition
Nonlinear nonnegative matrix factorization based on Mercer kernel construction
Pattern Recognition
Pattern Recognition Letters
Local histograms of character N-grams for authorship attribution
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Fast PRISM: Branch and Bound Hough Transform for Object Class Detection
International Journal of Computer Vision
Evolutionary learning of regularization networks with multi-kernel units
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I
Content-based histopathology image retrieval using a kernel-based semantic annotation framework
Journal of Biomedical Informatics
Kernel principal component analysis for stochastic input model generation
Journal of Computational Physics
A subpath kernel for rooted unordered trees
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Automatic discovery of patterns in media content
CPM'11 Proceedings of the 22nd annual conference on Combinatorial pattern matching
Using sequence kernels to identify opinion entities in Urdu
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Approximate kernel k-means: solution to large scale kernel clustering
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-view transfer learning with a large margin approach
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning Transformation Models for Ranking and Survival Analysis
The Journal of Machine Learning Research
lp-Norm Multiple Kernel Learning
The Journal of Machine Learning Research
Universality, Characteristic Kernels and RKHS Embedding of Measures
The Journal of Machine Learning Research
A comparison of spectrum kernel machines for protein subnuclear localization
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Exploiting unlabeled data for question classification
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Robust fuzzy rough classifiers
Fuzzy Sets and Systems
Linguistic kernels for answer re-ranking in question answering systems
Information Processing and Management: an International Journal
Accelerating kernel neural gas
ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I
View-tuned approximate partial matching kernel from hierarchical growing neural gases
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
MaLeCoP: machine learning connection prover
TABLEAUX'11 Proceedings of the 20th international conference on Automated reasoning with analytic tableaux and related methods
Learning with semantic kernels for clausal knowledge bases
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Inhabitant prediction in smart houses
Proceedings of the 2011 international workshop on Situation activity & goal awareness
Artificial Intelligence in Medicine
Horoball hulls and extents in positive definite space
WADS'11 Proceedings of the 12th international conference on Algorithms and data structures
Graph clustering using the Jensen-Shannon Kernel
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
Regularized sparse Kernel slow feature analysis
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
Multimedia Tools and Applications
Calculation and optimization of thresholds for sets of software metrics
Empirical Software Engineering
Measuring financial risk with generalized asymmetric least squares regression
Applied Soft Computing
Relaxed exponential kernels for unsupervised learning
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Unsupervised video surveillance
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Multiple kernel learning via distance metric learning for interactive image retrieval
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Real-time hand gesture recognition using a color glove
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Speaker identification using ensembles of feature enhancement methods
ICHIT'11 Proceedings of the 5th international conference on Convergence and hybrid information technology
An improvement to matrix-based LDA
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Offline signature verification and identification by hybrid features and Support Vector Machine
International Journal of Artificial Intelligence and Soft Computing
Inexact graph matching based on kernels for object retrieval in image databases
Image and Vision Computing
Sequence-based kernels for online concept detection in video
AIEMPro '11 Proceedings of the 2011 ACM international workshop on Automated media analysis and production for novel TV services
Face recognition using difference vector plus KPCA
Digital Signal Processing
Information extraction for standardization of tourism products
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
Renal cancer cell classification using generative embeddings and information theoretic kernels
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
Kernel-based feature extraction under maximum margin criterion
Journal of Visual Communication and Image Representation
Linear and kernel methods for multivariate change detection
Computers & Geosciences
Predicting Metal-Binding Sites from Protein Sequence
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Convex and Network Flow Optimization for Structured Sparsity
The Journal of Machine Learning Research
The Sample Complexity of Dictionary Learning
The Journal of Machine Learning Research
Genetic programming for kernel-based learning with co-evolving subsets selection
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Ordinal regression in evolutionary computation
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Disease classification from capillary electrophoresis: mass spectrometry
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Accuracy of string kernels for protein sequence classification
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Dual-Space pyramid matching for medical image classification
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Efficient algorithms for similarity measures over sequential data: a look beyond kernels
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Weighted principal component extraction with genetic algorithms
Applied Soft Computing
Gabor kernels for textured image representation and classification
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Efficient spatial classification using decoupled conditional random fields
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
A voronoi diagram approach to autonomous clustering
DS'06 Proceedings of the 9th international conference on Discovery Science
A random walk kernel derived from graph edit distance
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Transforming strings to vector spaces using prototype selection
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Model selection using a class of kernels with an invariant metric
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
An evolutionary approach to automatic kernel construction
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Sequence discrimination using phase-type distributions
ECML'06 Proceedings of the 17th European conference on Machine Learning
Languages as hyperplanes: grammatical inference with string kernels
ECML'06 Proceedings of the 17th European conference on Machine Learning
Efficient convolution kernels for dependency and constituent syntactic trees
ECML'06 Proceedings of the 17th European conference on Machine Learning
ECML'06 Proceedings of the 17th European conference on Machine Learning
The minimum volume covering ellipsoid estimation in kernel-defined feature spaces
ECML'06 Proceedings of the 17th European conference on Machine Learning
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
One-Class support vector machines for recommendation tasks
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Linear penalization support vector machines for feature selection
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
WIRN'05 Proceedings of the 16th Italian conference on Neural Nets
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
Support vector random fields for spatial classification
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Kernel nonparametric weighted feature extraction for classification
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Unifying divergence minimization and statistical inference via convex duality
COLT'06 Proceedings of the 19th annual conference on Learning Theory
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
A kernel based multi-resolution time series analysis for screening deficiencies in paper production
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Improved modeling of clinical data with kernel methods
Artificial Intelligence in Medicine
Kernel-Based reinforcement learning
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
Soft computing for assessing the quality of colour prints
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Investigating the impact of face categorization on recognition performance
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
Analysing part-of-speech for portuguese text classification
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Human papillomavirus risk type classification from protein sequences using support vector machines
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
On-Line regression competitive with reproducing kernel hilbert spaces
TAMC'06 Proceedings of the Third international conference on Theory and Applications of Models of Computation
Genetic granular kernel methods for cyclooxygenase-2 inhibitor activity comparison
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
An efficient similarity-based validity index for kernel clustering algorithm
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Kernel current source density method
Neural Computation
Alternatives to parameter selection for kernel methods
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
The mathematics of divergence based online learning in vector quantization
ANNPR'10 Proceedings of the 4th IAPR TC3 conference on Artificial Neural Networks in Pattern Recognition
Information theoretic text classification using the ziv-merhav method
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Face recognition using neighborhood preserving projections
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
Spectral kernels for classification
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
A kernel between unordered sets of data: the Gaussian mixture approach
ECML'05 Proceedings of the 16th European conference on Machine Learning
Approximation algorithms for minimizing empirical error by axis-parallel hyperplanes
ECML'05 Proceedings of the 16th European conference on Machine Learning
RegMT system for machine translation, system combination, and evaluation
WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
Online selection of effective functional test programs based on novelty detection
Proceedings of the International Conference on Computer-Aided Design
Questionnaire- versus voice-based screening for laryngeal disorders
Expert Systems with Applications: An International Journal
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Fusion of appearance and depth information for face recognition
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Using gap-insensitive string kernel to detect masquerading
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Learning convex combinations of continuously parameterized basic kernels
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Graph matching – challenges and potential solutions
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Kernels over relational algebra structures
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Cyclic pattern kernels revisited
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Neighborhood preserving projections (NPP): a novel linear dimension reduction method
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Kernel k-means for categorical data
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Ranking functions, perceptrons, and associated probabilities
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
A comparative study on machine learning techniques for prediction of success of dental implants
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Adaptive matching based kernels for labelled graphs
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Support vector machine to synthesise kernels
Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Structured lexical similarity via convolution kernels on dependency trees
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Hypotheses selection criteria in a reranking framework for spoken language understanding
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
An improved kernel principal component analysis for large-scale data set
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
A comparative study on multiscale fractal dimension descriptors
Pattern Recognition Letters
Induction of robust classifiers for web ontologies through kernel machines
Web Semantics: Science, Services and Agents on the World Wide Web
Segmenting brain tumors with conditional random fields and support vector machines
CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications
Similarity kernels for nearest neighbor-based outlier detection
IDA'10 Proceedings of the 9th international conference on Advances in Intelligent Data Analysis
Human action classification using SVM_2K classifier on motion features
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
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
A fast bit-parallel algorithm for gapped string kernels
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
Planar languages and learnability
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
Improved kernel common vector method for face recognition varying in background conditions
CompIMAGE'10 Proceedings of the Second international conference on Computational Modeling of Objects Represented in Images
Semantic Processing of Legal Texts
Non linear temporal textures synthesis: a monte carlo approach
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Forecasting foreign exchange rates using kernel methods
Expert Systems with Applications: An International Journal
Multivariate convex support vector regression with semidefinite programming
Knowledge-Based Systems
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Dynamic data condensation for classification
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Advances on automated multiple view inspection
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Semantic mapping between natural language questions and SQL queries via syntactic pairing
NLDB'09 Proceedings of the 14th international conference on Applications of Natural Language to Information Systems
Combining multiple kernels by augmenting the kernel matrix
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Efficient semantic kernel-based text classification using matching pursuit KFDA
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
Directed laplacian kernels for link analysis
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
RECOMB'06 Proceedings of the 10th annual international conference on Research in Computational Molecular Biology
Support vector machine classifier for diagnosis in electrical machines: Application to broken bar
Expert Systems with Applications: An International Journal
Data mining in inductive databases
KDID'05 Proceedings of the 4th international conference on Knowledge Discovery in Inductive Databases
Multi-view laplacian support vector machines
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
A new method for identifying cancer-related gene association patterns
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
A pathway-based classification method that can improve microarray-based colorectal cancer diagnosis
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
Optimization with Sparsity-Inducing Penalties
Foundations and Trends® in Machine Learning
Refinement of operator-valued reproducing kernels
The Journal of Machine Learning Research
Non-sparse multiple kernel fisher discriminant analysis
The Journal of Machine Learning Research
Structured sparsity and generalization
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Sequence kernels for clustering and visualizing near duplicate video segments
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Data Mining and Knowledge Discovery
Inferring a graph from path frequency
Discrete Applied Mathematics
Local CCA alignment and its applications
Neurocomputing
Handy: A real-time three color glove-based gesture recognizer with learning vector quantization
Expert Systems with Applications: An International Journal
Multimodal information spaces for content-based image retrieval
FDIA'09 Proceedings of the Third BCS-IRSG conference on Future Directions in Information Access
Social bookmark data mining using extended graph kernel
Proceedings of the Eleventh International Workshop on Multimedia Data Mining
Distributional models and lexical semantics in convolution kernels
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
A cascade fusion scheme for gait and cumulative foot pressure image recognition
Pattern Recognition
A novel Framenet-based resource for the semantic web
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Robust speaker identification using ensembles of kernel principal component analysis
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Automatic reasoner selection using machine learning
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Multiple kernel learning with gaussianity measures
Neural Computation
Use of machine learning techniques to analyse the risk associated with mine sludge deposits
Mathematical and Computer Modelling: An International Journal
Partially linear support vector machines applied to the prediction of mine slope movements
Mathematical and Computer Modelling: An International Journal
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
Using a shallow linguistic kernel for drug-drug interaction extraction
Journal of Biomedical Informatics
Learning low-rank Mercer kernels with fast-decaying spectrum
Neurocomputing
Kernel approximately harmonic projection
Neurocomputing
Diagnosis of Several Diseases by Using Combined Kernels with Support Vector Machine
Journal of Medical Systems
Expert Systems with Applications: An International Journal
Self-adaptive surrogate-assisted covariance matrix adaptation evolution strategy
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Tag-aware recommender systems: a state-of-the-art survey
Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
Leveraging Social Bookmarks from Partially Tagged Corpus for Improved Web Page Clustering
ACM Transactions on Intelligent Systems and Technology (TIST)
Efficient evaluation of large sequence kernels
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Active spectral clustering via iterative uncertainty reduction
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning Kernel-Based Halfspaces with the 0-1 Loss
SIAM Journal on Computing
Learning 3d AAM fitting with kernel methods
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Domain transfer dimensionality reduction via discriminant kernel learning
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Analysis of a random forests model
The Journal of Machine Learning Research
Kernels for Vector-Valued Functions: A Review
Foundations and Trends® in Machine Learning
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Structural relationships for large-scale learning of answer re-ranking
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
2D similarity kernels for biological sequence classification
Proceedings of the 11th International Workshop on Data Mining in Bioinformatics
Special Section on CANS: Toward automatic and flexible concept transfer
Computers and Graphics
Overview and evaluation of premise selection techniques for large theory mathematics
IJCAR'12 Proceedings of the 6th international joint conference on Automated Reasoning
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Some Alternatives to Parikh Matrices Using String Kernels
Fundamenta Informaticae
Ontology-guided feature engineering for clinical text classification
Journal of Biomedical Informatics
Robust pose invariant face recognition using coupled latent space discriminant analysis
Computer Vision and Image Understanding
Object-based image retrieval with kernel on adjacency matrix and local combined features
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
3D shape estimation in video sequences provides high precision evaluation of facial expressions
Image and Vision Computing
When did that happen?: linking events and relations to timestamps
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Soft Minimum-Enclosing-Ball Based Robust Fuzzy Rough Sets
Fundamenta Informaticae - Rough Sets and Knowledge Technology (RSKT 2010)
Learning the coordinate gradients
Advances in Computational Mathematics
Regularized learning in Banach spaces as an optimization problem: representer theorems
Journal of Global Optimization
ABHRANTA: locating bugs that manifest at large system scales
HotDep'12 Proceedings of the Eighth USENIX conference on Hot Topics in System Dependability
Similarity measures for sequential data
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Pattern Recognition Letters
Manifold-based canonical correlation analysis for wireless sensor network localization
Wireless Communications & Mobile Computing
State-of-the-art kernels for natural language processing
ACL '12 Tutorial Abstracts of ACL 2012
Verb classification using distributional similarity in syntactic and semantic structures
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Modeling topic dependencies in hierarchical text categorization
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Locality kernels for protein classification
WABI'07 Proceedings of the 7th international conference on Algorithms in Bioinformatics
A generic model of multi-class support vector machine
International Journal of Intelligent Information and Database Systems
Artificial Intelligence in Medicine
Learning common behaviors from large sets of unlabeled temporal series
Image and Vision Computing
Mixing matrix estimation using discriminative clustering for blind source separation
Digital Signal Processing
Margin maximization in spherical separation
Computational Optimization and Applications
A link-analysis-based discriminant analysis for exploring partially labeled graphs
Pattern Recognition Letters
Assessing print quality by machine in offset colour printing
Knowledge-Based Systems
Random projection ensemble learning with multiple empirical kernels
Knowledge-Based Systems
A Bayesian active learning framework for a two-class classification problem
MUSCLE'11 Proceedings of the 2011 international conference on Computational Intelligence for Multimedia Understanding
Sparse coding and dictionary learning for symmetric positive definite matrices: a kernel approach
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
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
Wikipedia-based WSD for multilingual frame annotation
Artificial Intelligence
SubSift web services and workflows for profiling and comparing scientists and their published works
Future Generation Computer Systems
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Change detection based on a support vector data description that treats dependency
Pattern Recognition Letters
Local patch dissimilarity for images
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I
Extended analyses for an optimal kernel in a class of kernels with an invariant metric
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
PRIB'12 Proceedings of the 7th IAPR international conference on Pattern Recognition in Bioinformatics
A kernel-based framework for image collection exploration
Journal of Visual Languages and Computing
Novel test detection to improve simulation efficiency: a commercial experiment
Proceedings of the International Conference on Computer-Aided Design
Online Multiple Kernel Classification
Machine Learning
Churn management optimization with controllable marketing variables and associated management costs
Expert Systems with Applications: An International Journal
Kernel based nonlinear fuzzy regression model
Engineering Applications of Artificial Intelligence
ACM SIGAPP Applied Computing Review
Greedy regression in sparse coding space for single-image super-resolution
Journal of Visual Communication and Image Representation
Discriminative prototype selection methods for graph embedding
Pattern Recognition
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
Vector-valued reproducing kernel Banach spaces with applications to multi-task learning
Journal of Complexity
Audio watermarking scheme robust against desynchronization attacks based on kernel clustering
Multimedia Tools and Applications
Non-parametric Fisher's discriminant analysis with kernels for data classification
Pattern Recognition Letters
Online learning with multiple kernels: A review
Neural Computation
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
Computers and Industrial Engineering
Kernel: based visualisation of genes with the gene ontology
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
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)
Toward finding hidden communities based on user profile
Journal of Intelligent Information Systems
Improving ESA with document similarity
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
An enhanced semantic tree kernel for sentiment polarity classification
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Efficient image signatures and similarities using tensor products of local descriptors
Computer Vision and Image Understanding
Large-scale visual concept detection with explicit kernel maps and power mean SVM
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Learning parsimonious dendritic classifiers
Neurocomputing
Fuzzy Sets and Systems
Learning with boundary conditions
Neural Computation
Quality and efficiency for kernel density estimates in large data
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Proceedings of the 6th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications
Case-Centred multidimensional scaling for classification visualisation in medical diagnosis
HIS'13 Proceedings of the second international conference on Health Information Science
Rank prediction for semantically annotated resources
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Neurocomputing
Kernel-based learning to rank with syntactic and semantic structures
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Fast pruning superfluous support vectors in SVMs
Pattern Recognition Letters
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
MI2LS: multi-instance learning from multiple informationsources
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Model-based kernel for efficient time series analysis
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
A modified interval type-2 fuzzy C-means algorithm with application in MR image segmentation
Pattern Recognition Letters
Proceedings of the 2013 International Symposium on Wearable Computers
Serial fusion of random subspace ensemble for subcellular phenotype images classification
International Journal of Bioinformatics Research and Applications
International Journal of Approximate Reasoning
Algorithms for discovery of multiple Markov boundaries
The Journal of Machine Learning Research
Sally: a tool for embedding strings in vector spaces
The Journal of Machine Learning Research
PAC-bayes bounds with data dependent priors
The Journal of Machine Learning Research
Security analysis of online centroid anomaly detection
The Journal of Machine Learning Research
Kernel autoregressive models using Yule-Walker equations
Signal Processing
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
Toward supervised anomaly detection
Journal of Artificial Intelligence Research
Editor's Choice Article: Motion-based segmentation of objects using overlapping temporal windows
Image and Vision Computing
Further results on dissimilarity spaces for hyperspectral images RF-CBIR
Pattern Recognition Letters
A close look on n-grams in intrusion detection: anomaly detection vs. classification
Proceedings of the 2013 ACM workshop on Artificial intelligence and security
CADE'13 Proceedings of the 24th international conference on Automated Deduction
Local fisher discriminant analysis with locally linear embedding affinity matrix
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Image data classification using fuzzy c-means algorithm with different distance measures
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Data analysis of (non-)metric proximities at linear costs
SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
Training Lp norm multiple kernel learning in the primal
Neural Networks
Factored semantic sequence kernel for sentiment polarity classification
SLSP'13 Proceedings of the First international conference on Statistical Language and Speech Processing
Kernel k'-means algorithm for clustering analysis
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Computational Statistics & Data Analysis
MutantX-S: scalable malware clustering based on static features
USENIX ATC'13 Proceedings of the 2013 USENIX conference on Annual Technical Conference
Language independent semantic kernels for short-text classification
Expert Systems with Applications: An International Journal
Kernel analysis on Grassmann manifolds for action recognition
Pattern Recognition Letters
Skill-based Mission Generation: A Data-driven Temporal Player Modeling Approach
Proceedings of the The third workshop on Procedural Content Generation in Games
Mining for analogous tuples from an entity-relation graph
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Structure-aware shape processing
SIGGRAPH Asia 2013 Courses
Similar handwritten Chinese character recognition by kernel discriminative locality alignment
Pattern Recognition Letters
Neuro-SVM Anticipatory System for Online Monitoring of Radiation and Abrupt Change Detection
International Journal of Monitoring and Surveillance Technologies Research
Supervised word sense disambiguation using semantic diffusion kernel
Engineering Applications of Artificial Intelligence
Support vector machine algorithms in the search of KIR gene associations with disease
Computers in Biology and Medicine
Biological Sequence Classification with Multivariate String Kernels
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Automatic field data analyzer for closed-loop vehicle design
Information Sciences: an International Journal
Framing image description as a ranking task: data, models and evaluation metrics
Journal of Artificial Intelligence Research
Premise Selection for Mathematics by Corpus Analysis and Kernel Methods
Journal of Automated Reasoning
A unified SVM framework for signal estimation
Digital Signal Processing
Random subspace support vector machine ensemble for reliable face recognition
International Journal of Biometrics
Approximation and Estimation Bounds for Subsets of Reproducing Kernel Kreĭn Spaces
Neural Processing Letters
Rectifying the representation learned by Non-negative Matrix Factorization
International Journal of Knowledge-based and Intelligent Engineering Systems
Modeling financial dependence with support vector regression
Intelligent Data Analysis
Boosted kernel for image categorization
Multimedia Tools and Applications
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