Advances in neural information processing systems 2
A training algorithm for optimal margin classifiers
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
A practical approach to feature selection
ML92 Proceedings of the ninth international workshop on Machine learning
Selection of relevant features and examples in machine learning
Artificial Intelligence - Special issue on relevance
Wrappers for feature subset selection
Artificial Intelligence - Special issue on relevance
On the approximability of minimizing nonzero variables or unsatisfied relations in linear systems
Theoretical Computer Science
On Feature Selection: Learning with Exponentially Many Irrelevant Features as Training Examples
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Convergence rates of the Voting Gibbs classifier, with application to Bayesian feature selection
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
Feature Selection and Dualities in Maximum Entropy Discrimination
UAI '00 Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence
Inference for the Generalization Error
Machine Learning
Distributional word clusters vs. words for text categorization
The Journal of Machine Learning Research
Extensions to metric based model selection
The Journal of Machine Learning Research
Dimensionality reduction via sparse support vector machines
The Journal of Machine Learning Research
Benefitting from the variables that variable selection discards
The Journal of Machine Learning Research
A divisive information theoretic feature clustering algorithm for text classification
The Journal of Machine Learning Research
An extensive empirical study of feature selection metrics for text classification
The Journal of Machine Learning Research
Sufficient dimensionality reduction
The Journal of Machine Learning Research
Grafting: fast, incremental feature selection by gradient descent in function space
The Journal of Machine Learning Research
Variable selection using svm based criteria
The Journal of Machine Learning Research
Overfitting in making comparisons between variable selection methods
The Journal of Machine Learning Research
Mlps (mono layer polynomials and multi layer perceptrons) for nonlinear modeling
The Journal of Machine Learning Research
Ranking a random feature for variable and feature selection
The Journal of Machine Learning Research
Feature extraction by non parametric mutual information maximization
The Journal of Machine Learning Research
Use of the zero norm with linear models and kernel methods
The Journal of Machine Learning Research
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Distributional clustering of English words
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
Estimation of Dependences Based on Empirical Data: Springer Series in Statistics (Springer Series in Statistics)
A new metric-based approach to model selection
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Active Sampling for Feature Selection
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Unsupervised learning techniques for an intrusion detection system
Proceedings of the 2004 ACM symposium on Applied computing
Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces
The Journal of Machine Learning Research
Editorial: special issue on learning from imbalanced data sets
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
Margin based feature selection - theory and algorithms
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Predictive automatic relevance determination by expectation propagation
ICML '04 Proceedings of the twenty-first international conference on Machine learning
A theoretical characterization of linear SVM-based feature selection
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Image recognition for digital libraries
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Multivariate image analysis in biomedicine
Journal of Biomedical Informatics
Classification and knowledge discovery in protein databases
Journal of Biomedical Informatics - Special issue: Biomedical machine learning
Efficient Feature Selection via Analysis of Relevance and Redundancy
The Journal of Machine Learning Research
Fast Binary Feature Selection with Conditional Mutual Information
The Journal of Machine Learning Research
A critical review of multi-objective optimization in data mining: a position paper
ACM SIGKDD Explorations Newsletter
Fast multi-level adaptation for interactive autonomous characters
ACM Transactions on Graphics (TOG)
Variable selection and ranking for analyzing automobile traffic accident data
Proceedings of the 2005 ACM symposium on Applied computing
Feature Subset Selection and Feature Ranking for Multivariate Time Series
IEEE Transactions on Knowledge and Data Engineering
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Cross-relational clustering with user's guidance
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Content-based image retrieval: approaches and trends of the new age
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Online feature selection for pixel classification
ICML '05 Proceedings of the 22nd international conference on Machine learning
Genetic Programming with a Genetic Algorithm for Feature Construction and Selection
Genetic Programming and Evolvable Machines
Learning basic block scheduling heuristics from optimal data
CASCON '05 Proceedings of the 2005 conference of the Centre for Advanced Studies on Collaborative research
Input Variable Selection: Mutual Information and Linear Mixing Measures
IEEE Transactions on Knowledge and Data Engineering
On Feature Selection through Clustering
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Combined SVM-Based Feature Selection and Classification
Machine Learning
Feature Selection using Fuzzy Support Vector Machines
Fuzzy Optimization and Decision Making
Automating bug report assignment
Proceedings of the 28th international conference on Software engineering
Signal Processing - Neuronal coordination in the brain: A signal processing perspective
Ordering the attributes of query results
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Information-preserving hybrid data reduction based on fuzzy-rough techniques
Pattern Recognition Letters
Generalized spectral bounds for sparse LDA
ICML '06 Proceedings of the 23rd international conference on Machine learning
Feature subset selection bias for classification learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
Maximally informative k-itemsets and their efficient discovery
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining citizen science data to predict orevalence of wild bird species
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Support vector machines for dyadic data
Neural Computation
Feature selection in robust clustering based on Laplace mixture
Pattern Recognition Letters
Journal of Biomedical Informatics
The Journal of Machine Learning Research
Multi-class feature selection for texture classification
Pattern Recognition Letters
Variable selection in kernel Fisher discriminant analysis by means of recursive feature elimination
Computational Statistics & Data Analysis
Non-parametric classifier-independent feature selection
Pattern Recognition
Selecting features in microarray classification using ROC curves
Pattern Recognition
Decision tree search methods in fuzzy modeling and classification
International Journal of Approximate Reasoning
A case-based reasoning system for PCB principal process parameter identification
Expert Systems with Applications: An International Journal
An efficient k nearest neighbor search for multivariate time series
Information and Computation
Feature selection based on rough sets and particle swarm optimization
Pattern Recognition Letters
Computational Statistics & Data Analysis
Environmental Modelling & Software
Intelligent association selection of embedded agents in intelligent inhabited environments
Pervasive and Mobile Computing
A penalized criterion for variable selection in classification
Journal of Multivariate Analysis
Analysis of SVM regression bounds for variable ranking
Neurocomputing
Process-Specific Information for Learning Electronic Negotiation Outcomes
Fundamenta Informaticae
A trainable feature extractor for handwritten digit recognition
Pattern Recognition
Data Mining and Knowledge Discovery
Identifying and discriminating between web and peer-to-peer traffic in the network core
Proceedings of the 16th international conference on World Wide Web
Feature selection for the SVM: An application to hypertension diagnosis
Expert Systems with Applications: An International Journal
Prediction in Marketing Using the Support Vector Machine
Marketing Science
Consistent Feature Selection for Pattern Recognition in Polynomial Time
The Journal of Machine Learning Research
A Blocking Strategy to Improve Gene Selection for Classification of Gene Expression Data
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Iterative RELIEF for Feature Weighting: Algorithms, Theories, and Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
Active Shape Models with Invariant Optimal Features: Application to Facial Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature Selection via Coalitional Game Theory
Neural Computation
Feature selection in a kernel space
Proceedings of the 24th international conference on Machine learning
Direct convex relaxations of sparse SVM
Proceedings of the 24th international conference on Machine learning
Minimum reference set based feature selection for small sample classifications
Proceedings of the 24th international conference on Machine learning
Supervised feature selection via dependence estimation
Proceedings of the 24th international conference on Machine learning
Spectral feature selection for supervised and unsupervised learning
Proceedings of the 24th international conference on Machine learning
A study of local and global thresholding techniques in text categorization
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Towards efficient variables ordering for Bayesian networks classifier
Data & Knowledge Engineering
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
A hybrid genetic algorithm for feature selection wrapper based on mutual information
Pattern Recognition Letters
Feature selection methods for text classification
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Offline/realtime traffic classification using semi-supervised learning
Performance Evaluation
Fuzzy feature selection based on min-max learning rule and extension matrix
Pattern Recognition
Journal of VLSI Signal Processing Systems
Feature selection and blind source separation in an EEG-based brain-computer interface
EURASIP Journal on Applied Signal Processing
Hyperplane algorithm - first step of the paired planes classification procedure
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Crossroads
Expert Systems with Applications: An International Journal
Artificial Intelligence in Medicine
Machine learning: a review of classification and combining techniques
Artificial Intelligence Review
Guilt-by-association feature selection: Identifying biomarkers from proteomic profiles
Journal of Biomedical Informatics
Computers and Electronics in Agriculture
An information theoretic approach for improving data driven prediction of protein model quality
Computers & Mathematics with Applications
A multilevel tabu search algorithm for the feature selection problem in biomedical data
Computers & Mathematics with Applications
Consensus unsupervised feature ranking from multiple views
Pattern Recognition Letters
ACM Transactions on Information Systems (TOIS)
On the Design of Cascades of Boosted Ensembles for Face Detection
International Journal of Computer Vision
Multi-group support vector machines with measurement costs: A biobjective approach
Discrete Applied Mathematics
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Pairwise vs global multi-class wrapper feature selection
AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6
Stepwise feature selection using generalized logistic loss
Computational Statistics & Data Analysis
Feature synthesized EM algorithm for image retrieval
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
A parameterless feature ranking algorithm based on MI
Neurocomputing
Sentiment analysis in multiple languages: Feature selection for opinion classification in Web forums
ACM Transactions on Information Systems (TOIS)
Mixed feature selection based on granulation and approximation
Knowledge-Based Systems
The fitness-rough: A new attribute reduction method based on statistical and rough set theory
Intelligent Data Analysis
Hierarchical fuzzy filter method for unsupervised feature selection
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Combining feature selection and feature reduction for protein classification
SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
Implications of ceiling effects in defect predictors
Proceedings of the 4th international workshop on Predictor models in software engineering
Improving analogy software effort estimation using fuzzy feature subset selection algorithm
Proceedings of the 4th international workshop on Predictor models in software engineering
Motif discovery in tissue-specific regulatory sequences using directed information
EURASIP Journal on Bioinformatics and Systems Biology
Sampling cube: a framework for statistical olap over sampling data
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Decision tool for the early diagnosis of trauma patient hypovolemia
Journal of Biomedical Informatics
Rating organ failure via adverse events using data mining in the intensive care unit
Artificial Intelligence in Medicine
On the chance accuracies of large collections of classifiers
Proceedings of the 25th international conference on Machine learning
Detecting statistical interactions with additive groves of trees
Proceedings of the 25th international conference on Machine learning
Proceedings of the 25th international conference on Machine learning
An Information Criterion for Variable Selection in Support Vector Machines
The Journal of Machine Learning Research
Proceedings of the 45th annual Design Automation Conference
Counting people using video cameras
International Journal of Parallel, Emergent and Distributed Systems
International Journal of Computer Mathematics - Bioinformatics
Real time input subset selection for linear time-variant MIMO systems
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
Quality assessment of gene selection in microarray data
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
Subspace based feature selection for pattern recognition
Information Sciences: an International Journal
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
Assessing creative problem-solving with automated text grading
Computers & Education
ULISSE, a network intrusion detection system
Proceedings of the 4th annual workshop on Cyber security and information intelligence research: developing strategies to meet the cyber security and information intelligence challenges ahead
Proceedings of the 2008 ACM/IEEE conference on Supercomputing
A hybrid GA & back propagation approach for gene selection and classification of microarray data
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Feature selection strategies for poorly correlated data: correlation coefficient considered harmful
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Visual Methods for Examining SVM Classifiers
Visual Data Mining
Kernels for Chemical Compounds in Biological Screening
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Feature Selection Based on a New Formulation of the Minimal-Redundancy-Maximal-Relevance Criterion
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Speech Emotion Recognition Based on a Fusion of All-Class and Pairwise-Class Feature Selection
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Nonlinear Feature Selection by Relevance Feature Vector Machine
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
One Lead ECG Based Personal Identification with Feature Subspace Ensembles
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Fast Optimization Methods for L1 Regularization: A Comparative Study and Two New Approaches
ECML '07 Proceedings of the 18th European conference on Machine Learning
A Graphical Model for Content Based Image Suggestion and Feature Selection
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Ranking Attributes Using Learning of Preferences by Means of SVM
Current Topics in Artificial Intelligence
Feature Selection Based on Sensitivity Analysis
Current Topics in Artificial Intelligence
Semiotics of Sounds Evoking Motions: Categorization and Acoustic Features
Computer Music Modeling and Retrieval. Sense of Sounds
Perfect Population Classification on Hapmap Data with a Small Number of SNPs
Neural Information Processing
Feature Ranking Ensembles for Facial Action Unit Classification
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Classification of Ligase Function Based on Multi-parametric Feature Extracted from Protein Sequence
ICCSA '08 Proceedings of the international conference on Computational Science and Its Applications, Part II
Balancing Agility and Formalism in Software Engineering
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
A Model-Based Relevance Estimation Approach for Feature Selection in Microarray Datasets
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Efficient Feature Selection for PTR-MS Fingerprinting of Agroindustrial Products
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Feature Ranking Derived from Data Mining Process
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
SVD Based Feature Selection and Sample Classification of Proteomic Data
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
Selecting Features and Objects for Mixed and Incomplete Data
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
A Novel Scalable and Data Efficient Feature Subset Selection Algorithm
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Robust Feature Selection Using Ensemble Feature Selection Techniques
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
A Novel Hybrid Method of Gene Selection and Its Application on Tumor Classification
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
On Classifying Disease-Induced Patterns in the Brain Using Diffusion Tensor Images
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Using Markov Blankets for Causal Structure Learning
The Journal of Machine Learning Research
A Bahadur Representation of the Linear Support Vector Machine
The Journal of Machine Learning Research
A new feature selection method for Gaussian mixture clustering
Pattern Recognition
Investigation of evolutionary optimization methods of TSK fuzzy model for real estate appraisal
International Journal of Hybrid Intelligent Systems - Recent Advances in Intelligent Paradigms Fusion and Their Applications
Recursive data mining for role identification
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
Automatic feature selection for anomaly detection
Proceedings of the 1st ACM workshop on Workshop on AISec
Gaussian case-based reasoning for business failure prediction with empirical data in China
Information Sciences: an International Journal
Microarray Design Using the Hilbert---Schmidt Independence Criterion
PRIB '08 Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics
A Study on the Importance of Differential Prioritization in Feature Selection Using Toy Datasets
PRIB '08 Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics
A maximum entropy approach to feature selection in knowledge-based authentication
Decision Support Systems
Expert Systems with Applications: An International Journal
Learning heuristics for basic block instruction scheduling
Journal of Heuristics
Combined input variable selection and model complexity control for nonlinear regression
Pattern Recognition Letters
Patient-centered yes/no prognosis using learning machines
International Journal of Data Mining and Bioinformatics
Empirical Analysis of Application-Level Traffic Classification Using Supervised Machine Learning
APNOMS '08 Proceedings of the 11th Asia-Pacific Symposium on Network Operations and Management: Challenges for Next Generation Network Operations and Service Management
Basis Expansion in Natural Actor Critic Methods
Recent Advances in Reinforcement Learning
Feature Selection Using Mutual Information: An Experimental Study
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Computer Methods and Programs in Biomedicine
Bellwether analysis: Searching for cost-effective query-defined predictors in large databases
ACM Transactions on Knowledge Discovery from Data (TKDD)
Exploring the boundary region of tolerance rough sets for feature selection
Pattern Recognition
Feature selection with a measure of deviations from Poisson in text categorization
Expert Systems with Applications: An International Journal
Gesture recognition in flow based on PCA analysis using multiagent system
ACE '08 Proceedings of the 2008 International Conference on Advances in Computer Entertainment Technology
Feature selection in bankruptcy prediction
Knowledge-Based Systems
Local Separability Assessment: A Novel Feature Selection Method for Multimedia Applications
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Comparison of Feature Construction Methods for Video Relevance Prediction
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Approximate Retrieval with HiPeR: Application to VA-Hierarchies
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Recognition and classification of colon cells applying the ensemble of classifiers
Computers in Biology and Medicine
Different metaheuristic strategies to solve the feature selection problem
Pattern Recognition Letters
Classification models for the prediction of clinicians' information needs
Journal of Biomedical Informatics
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Reducing energy consumption of multi-channel mobile medical monitoring algorithms
Proceedings of the 2nd International Workshop on Systems and Networking Support for Health Care and Assisted Living Environments
Variable selection for ad prediction
Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising
Feature selection with dynamic mutual information
Pattern Recognition
Particle Swarms for Feature Extraction of Hyperspectral Data
IEICE - Transactions on Information and Systems
A survey of robot learning from demonstration
Robotics and Autonomous Systems
Feature selection using tabu search with long-term memories and probabilistic neural networks
Pattern Recognition Letters
A Regularized Framework for Feature Selection in Face Detection and Authentication
International Journal of Computer Vision
A sequential feature extraction approach for naïve bayes classification of microarray data
Expert Systems with Applications: An International Journal
Knowledge-based versus data-driven fuzzy habitat suitability models for river management
Environmental Modelling & Software
A wrapper method for feature selection using Support Vector Machines
Information Sciences: an International Journal
A Simple and Efficient Model Pruning Method for Conditional Random Fields
ICCPOL '09 Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy
Guidelines to Select Machine Learning Scheme for Classification of Biomedical Datasets
EvoBIO '09 Proceedings of the 7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Automatic Boosting of Cross-Product Coverage Using Bayesian Networks
HVC '08 Proceedings of the 4th International Haifa Verification Conference on Hardware and Software: Verification and Testing
Online Feature Selection Algorithm with Bayesian l 1 Regularization
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
RV-SVM: An Efficient Method for Learning Ranking SVM
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Similarity-Based Feature Selection for Learning from Examples with Continuous Values
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
A Hierarchical n-Grams Extraction Approach for Classification Problem
Advanced Internet Based Systems and Applications
Modeling success in FLOSS project groups
PROMISE '09 Proceedings of the 5th International Conference on Predictor Models in Software Engineering
Feature selection based on loss-margin of nearest neighbor classification
Pattern Recognition
Using pre & post-processing methods to improve binding site predictions
Pattern Recognition
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Fuzzy-Adaptive-Subspace-Iteration-Based Two-Way Clustering of Microarray Data
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Searching for interacting features in subset selection
Intelligent Data Analysis
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Partially supervised feature selection with regularized linear models
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Non-monotonic feature selection
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Artificial Intelligence in Medicine
Sensor selection for energy-efficient ambulatory medical monitoring
Proceedings of the 7th international conference on Mobile systems, applications, and services
Research of multi-population agent genetic algorithm for feature selection
Expert Systems with Applications: An International Journal
Feature shaping for linear SVM classifiers
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Feature subset selection from positive and unlabelled examples
Pattern Recognition Letters
An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering
Canadian AI '09 Proceedings of the 22nd Canadian Conference on Artificial Intelligence: Advances in Artificial Intelligence
Feature Clustering for Data Steering in Dynamic Data Driven Application Systems
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Demoting redundant features to improve the discriminatory ability in cancer data
Journal of Biomedical Informatics
Classification of DNA microarray data with Random Projection Ensembles of Polynomial SVMs
Proceedings of the 2009 conference on New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008
Supervised Machine Learning: A Review of Classification Techniques
Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Interpretation of gene expression microarray experiments
Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Practical On-Line Signature Verification
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A memetic algorithm for gene selection and molecular classification of cancer
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A mixed discrete-continuous attribute list representation for large scale classification domains
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Using automated feature optimisation to create an adaptable relation extraction system
BioNLP '08 Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
User Daily Activity Classification from Accelerometry Using Feature Selection and SVM
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
A Study of Random Linear Oracle Ensembles
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
A Cluster-Based Feature Selection Approach
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Unearth the Hidden Supportive Information for an Intelligent Medical Diagnostic System
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
A Multivariate Algorithm for Gene Selection Based on the Nearest Neighbor Probability
Computational Intelligence Methods for Bioinformatics and Biostatistics
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Analytical features: a knowledge-based approach to audio feature generation
EURASIP Journal on Audio, Speech, and Music Processing
A comparison of dimensionality reduction techniques for the P300 response
Proceedings of the 3rd International Convention on Rehabilitation Engineering & Assistive Technology
Feature subset selection in large dimensionality domains
Pattern Recognition
Efficient linearization of tree kernel functions
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
Learning blocking schemes for record linkage
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Explaining instance classifications with interactions of subsets of feature values
Data & Knowledge Engineering
Improved Comprehensibility and Reliability of Explanations via Restricted Halfspace Discretization
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Audio-Based Emotion Recognition in Judicial Domain: A Multilayer Support Vector Machines Approach
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Feature selection via Boolean independent component analysis
Information Sciences: an International Journal
Neuro-fuzzy icu ventilator patients modeling
Journal of Computational Methods in Sciences and Engineering
A General and Unifying Framework for Feature Construction, in Image-Based Pattern Classification
IPMI '09 Proceedings of the 21st International Conference on Information Processing in Medical Imaging
Feature Selection in Marketing Applications
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Context-Based Distance Learning for Categorical Data Clustering
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
Feature Extraction and Selection from Vibration Measurements for Structural Health Monitoring
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
On Feature Selection, Bias-Variance, and Bagging
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Variational Graph Embedding for Globally and Locally Consistent Feature Extraction
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Feature Selection by Transfer Learning with Linear Regularized Models
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Unsupervised activity recognition using automatically mined common sense
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 1
Visualization and adjustment of evaluation functions based on evaluation values and win probability
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Application of artificial intelligence to operational real-time clear-air turbulence prediction
IAAI'08 Proceedings of the 20th national conference on Innovative applications of artificial intelligence - Volume 3
Learning sparse kernels from 3D surfaces for heart wall motion abnormality detection
IAAI'08 Proceedings of the 20th national conference on Innovative applications of artificial intelligence - Volume 3
Trace ratio criterion for feature selection
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Searching for interacting features
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Rich source-side context for statistical machine translation
StatMT '08 Proceedings of the Third Workshop on Statistical Machine Translation
Modeling wine preferences by data mining from physicochemical properties
Decision Support Systems
A decision rule-based method for feature selection in predictive data mining
Expert Systems with Applications: An International Journal
Microarray data classification based on ensemble independent component selection
Computers in Biology and Medicine
Automatic prediction of individual performance from "thin slices" of social behavior
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Rank Aggregation Based Text Feature Selection
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Journal of Artificial Evolution and Applications - Special issue on artificial evolution methods in the biological and biomedical sciences
Logical analysis of diffuse large B-cell lymphomas
Artificial Intelligence in Medicine
Efficient feature weighting methods for ranking
Proceedings of the 18th ACM conference on Information and knowledge management
Feature selection for ranking using boosted trees
Proceedings of the 18th ACM conference on Information and knowledge management
IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
IEEE Transactions on Multimedia - Special issue on integration of context and content
Feature subset selection for improved native accent identification
Speech Communication
A sparsity-enforcing method for learning face features
IEEE Transactions on Image Processing
Normalized mutual information feature selection
IEEE Transactions on Neural Networks
Proceedings of the 2009 conference on Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling
Discriminative semi-supervised feature selection via manifold regularization
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Expert Systems with Applications: An International Journal
Selecting features of linear-chain conditional random fields via greedy stage-wise algorithms
Pattern Recognition Letters
Two cooperative ant colonies for feature selection using fuzzy models
Expert Systems with Applications: An International Journal
A survey of online failure prediction methods
ACM Computing Surveys (CSUR)
The discriminating power of random features
Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009
Laplacian Linear Discriminant Analysis Approach to Unsupervised Feature Selection
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Degree prediction of malignancy in brain glioma using support vector machines
Computers in Biology and Medicine
Problem classification method to enhance the ITIL incident and problem
IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
Feature selection with biased sample distributions
IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
Using Data Mining for Wine Quality Assessment
DS '09 Proceedings of the 12th International Conference on Discovery Science
Density Ratio Estimation: A New Versatile Tool for Machine Learning
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Robust Discriminant Analysis Based on Nonparametric Maximum Entropy
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Feature Selection via Maximizing Neighborhood Soft Margin
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Averaged Naive Bayes Trees: A New Extension of AODE
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Functional Feature Selection by Weighted Projections in Pathological Voice Detection
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Evaluation of Feature Selection Measures for Steganalysis
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Computer Methods and Programs in Biomedicine
Scalable approach for effective control of gene regulatory networks
Artificial Intelligence in Medicine
Sort-merge feature selection and fusion methods for classification of unstructured video
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Reverse engineering of tree kernel feature spaces
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
A new support vector machine for microarray classification and adaptive gene selection
ACC'09 Proceedings of the 2009 conference on American Control Conference
DensityRank: a novel feature ranking method based on kernel estimation
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Selective enhancement learning in competitive learning
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Long-term prediction of time series by combining direct and MIMO strategies
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Learning Bayesian networks to perform feature selection
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Representation and feature selection using multiple kernel learning
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
BISAR: boosted input selection algorithm for regression
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Brain fMRI processing and classification based on combination of PCA and SVM
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
SVD feature selection for probabilistic taxonomy learning
GEMS '09 Proceedings of the Workshop on Geometrical Models of Natural Language Semantics
Towards a portable intelligent facial expression recognizer
Intelligent Decision Technologies
Improved variable and value ranking techniques for mining categorical traffic accident data
Expert Systems with Applications: An International Journal
A novel feature selection approach for biomedical data classification
Journal of Biomedical Informatics
Learning to classify by ongoing feature selection
Image and Vision Computing
Input selection in learning systems: a brief review of some important issues and recent developments
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Are more features better? a response to attributes reduction using fuzzy rough sets
IEEE Transactions on Fuzzy Systems
Ensemble Neural Network Approach for Accurate Load Forecasting in a Power System
International Journal of Applied Mathematics and Computer Science
Correlation-based feature ranking for online classification
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
IPCM separability ratio for supervised feature selection
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Selecting discrete and continuous features based on neighborhood decision error minimization
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
The research of feature selection model based on the game theory
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
International Journal of Data Mining and Bioinformatics
Feature selection for genomic data sets through feature clustering
International Journal of Data Mining and Bioinformatics
Simulated evaluation of faceted browsing based on feature selection
Multimedia Tools and Applications
Bagging Constraint Score for feature selection with pairwise constraints
Pattern Recognition
Review: Using support vector machines in diagnoses of urological dysfunctions
Expert Systems with Applications: An International Journal
Journal of Biomedical Informatics
On sensitivity of case-based reasoning to optimal feature subsets in business failure prediction
Expert Systems with Applications: An International Journal
Combination of feature selection approaches with SVM in credit scoring
Expert Systems with Applications: An International Journal
Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination
The Journal of Machine Learning Research
Ultrahigh Dimensional Feature Selection: Beyond The Linear Model
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Feature selection for bagging of support vector machines
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
A novel feature selection approach by hybrid genetic algorithm
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Ranking function based on higher order statistics (RF-HOS)for two-sample microarray experiments
ISBRA'07 Proceedings of the 3rd international conference on Bioinformatics research and applications
KDECB'06 Proceedings of the 1st international conference on Knowledge discovery and emergent complexity in bioinformatics
An improved random subspace method and its application to EEG signal classification
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Feature subspace ensembles: a parallel classifier combination scheme using feature selection
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Stopping criteria for ensemble-based feature selection
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Consistency based attribute reduction
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Supportive utility of irrelevant features in data preprocessing
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Selecting features by learning Markov blankets
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
An application of machine learning methods to PM10Level medium-term prediction
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
On-line evolving image classifiers and their application to surface inspection
Image and Vision Computing
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Positive approximation: An accelerator for attribute reduction in rough set theory
Artificial Intelligence
A regularized approach to feature selection for face detection
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Evolutionary feature and parameter selection in support vector regression
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
A novel information theory method for filter feature selection
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Relevance metrics to reduce input dimensions in artificial neural networks
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Input selection for radial basis function networks by constrained optimization
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Classifying EEG data into different memory loads across subjects
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
An efficient search strategy for feature selection using Chow-Liu trees
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Testing component independence using data compressors
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Statistical shape modeling using MDL incorporating shape, appearance, and expert knowledge
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
RISC: a new filter approach for feature selection from proteomic data
ICMB'08 Proceedings of the 1st international conference on Medical biometrics
Activity recognition from on-body sensors: accuracy-power trade-off by dynamic sensor selection
EWSN'08 Proceedings of the 5th European conference on Wireless sensor networks
Efficient feature selection in the presence of outliers and noises
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Applying cost sensitive feature selection in an electric database
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Feature selection by nonparametric Bayes error minimization
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Sparse kernel-based feature weighting
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Forward semi-supervised feature selection
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Ensemble gene selection for cancer classification
Pattern Recognition
A GA-based feature selection algorithm for remote sensing images
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Stability analysis on rough set based feature evaluation
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Using Bayesian network and AIS to perform feature subset selection
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
An on-line interactive self-adaptive image classification framework
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Increasing classification robustness with adaptive features
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Bilevel optimization and machine learning
WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers
Improving energy efficiency in buildings using machine intelligence
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
A novel metric for redundant gene elimination based on discriminative contribution
ISBRA'08 Proceedings of the 4th international conference on Bioinformatics research and applications
A novel and effective method for web system tuning based on feature selection
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
A wrapper-based feature selection method for ADMET prediction using evolutionary computing
EvoBIO'08 Proceedings of the 6th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
The importance of dilution in the inference of biological networks
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Robust observation selection for intrusion detection
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Cloud score for feature selection
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
Model-based subspace clustering of non-Gaussian data
Neurocomputing
First and second order sensitivity analysis of MLP
Neurocomputing
Weighted feature extraction with a functional data extension
Neurocomputing
Feature selection for SVM via optimization of kernel polarization with Gaussian ARD kernels
Expert Systems with Applications: An International Journal
Fuzzy rough set and information entropy based feature selection for credit scoring
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 6
A soft computing method for detecting lifetime building thermal insulation failures
Integrated Computer-Aided Engineering
Feature selection for Bayesian network classifiers using the MDL-FS score
International Journal of Approximate Reasoning
Probabilistic performance modeling of virtualized resource allocation
Proceedings of the 7th international conference on Autonomic computing
Improved mass spectrometry peak intensity prediction by adaptive feature weighting
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
A vector quantization approach for life-long learning of categories
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
An integrated system for incremental learning of multiple visual categories
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
Personalized modeling based gene selection for microarray data analysis
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
Gene selection for cancer classification through ensemble of methods
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Stochastic feature selection in support vector machine based instrument recognition
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Dual-population based coevolutionary algorithm for designing RBFNN with feature selection
Expert Systems with Applications: An International Journal
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Texture features corresponding to human touch feeling
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Audio-visual group recognition using diffusion maps
IEEE Transactions on Signal Processing
Design of an automatic wood types classification system by using fluorescence spectra
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Towards a memetic feature selection paradigm
IEEE Computational Intelligence Magazine
Concave programming for minimizing the zero-norm over polyhedral sets
Computational Optimization and Applications
Guest Editorial: Global modeling using local patterns
Data Mining and Knowledge Discovery
IEEE Transactions on Neural Networks
On the relevance of linear discriminative features
Information Sciences: an International Journal
An integrated machine learning approach to stroke prediction
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Medical coding classification by leveraging inter-code relationships
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Grafting-light: fast, incremental feature selection and structure learning of Markov random fields
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Feature selection for support vector regression using probabilistic prediction
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
A test of independence based on a generalized correlation function
Signal Processing
Recursive data mining for role identification in electronic communications
International Journal of Hybrid Intelligent Systems
Empirical evaluation of feature selection methods in classification
Intelligent Data Analysis
Decision forest for classification of gene expression data
Computers in Biology and Medicine
Expert Systems with Applications: An International Journal
Partition-conditional ICA for Bayesian classification of microarray data
Expert Systems with Applications: An International Journal
Two novel feature selection methods based on decomposition and composition
Expert Systems with Applications: An International Journal
Energy Supervised Relevance Neural Gas for Feature Ranking
Neural Processing Letters
ERMIS: designing, developing, and delivering a remote managed infrastructure services solution
IBM Journal of Research and Development
A causal discovery algorithm using multiple regressions
Pattern Recognition Letters
Information Sciences: an International Journal
Assessment of the influence of adaptive components in trainable surface inspection systems
Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
Credit based network management by discriminate analysis
Proceedings of the 5th International Conference on Future Internet Technologies
Joint estimation of multiple clinical variables of neurological diseases from imaging patterns
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Computer-aided classification of zoom-endoscopical images using Fourier filters
IEEE Transactions on Information Technology in Biomedicine
Variable selection using random forests
Pattern Recognition Letters
Multi-model classification method in heterogeneous image databases
Pattern Recognition
Improving Chinese semantic role labeling with rich syntactic features
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
Improved recommendations via (more) collaboration
Procceedings of the 13th International Workshop on the Web and Databases
Quadratic Programming Feature Selection
The Journal of Machine Learning Research
How to Explain Individual Classification Decisions
The Journal of Machine Learning Research
Variance enhanced K-medoid clustering
Expert Systems with Applications: An International Journal
Feature Selection by Approximating the Markov Blanket in a Kernel-Induced Space
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Discriminative semi-supervised feature selection via manifold regularization
IEEE Transactions on Neural Networks
On reverse feature engineering of syntactic tree kernels
CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning
Effect of classifiers in consensus feature ranking for biomedical datasets
DTMBIO '10 Proceedings of the ACM fourth international workshop on Data and text mining in biomedical informatics
Measuring the interestingness of articles in a limited user environment
Information Processing and Management: an International Journal
Simultaneous feature selection and classification using kernel-penalized support vector machines
Information Sciences: an International Journal
Discriminative codeword selection for image representation
Proceedings of the international conference on Multimedia
Fast feature selection and training for AdaBoost-based concept detection with large scale datasets
Proceedings of the international conference on Multimedia
Subspace similarity search: efficient k-NN queries in arbitrary subspaces
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
Tournament searching method to feature selection problem
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
RSCTC'2010 discovery challenge: mining DNA microarray data for medical diagnosis and treatment
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Expert Systems with Applications: An International Journal
A new knowledge reduction algorithm based on decision power in rough set
Transactions on rough sets XII
Mining concept similarities for heterogeneous ontologies
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
The orange customer analysis platform
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Selection of effective network parameters in attacks for intrusion detection
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Using a priori knowledge to classify in vivo images of the lung
ICIC'10 Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing
Modelling complex data by learning which variable to construct
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Mining and monitoring patterns of daily routines for assisted living in real world settings
Proceedings of the 1st ACM International Health Informatics Symposium
Selecting small audio feature sets in music classification by means of asymmetric mutation
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Enhancing content-based image retrieval using machine learning techniques
AMT'10 Proceedings of the 6th international conference on Active media technology
Sparse coding for feature selection on genome-wide association data
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
Echo state networks with sparse output connections
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
A hybrid approach for artifact detection in EEG data
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
A feature selection method for air quality forecasting
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
High-dimensional spectral feature selection for 3D object recognition based on reeb graphs
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I
Generation of comprehensible representations by supposed maximum information
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
On-line incremental feature weighting in evolving fuzzy classifiers
Fuzzy Sets and Systems
A decision support system for cost-effective diagnosis
Artificial Intelligence in Medicine
Rough set based approaches to feature selection for Case-Based Reasoning classifiers
Pattern Recognition Letters
Feature selection using mutual information in CT colonography
Pattern Recognition Letters
Learning graphical models for hypothesis testing and classification
IEEE Transactions on Signal Processing
Stacking class probabilities obtained from view-based cluster ensembles
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Application classification through monitoring and learning of resource consumption patterns
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Learning to rank using 1-norm regularization and convex hull reduction
Proceedings of the 48th Annual Southeast Regional Conference
A class-specific ensemble feature selection approach for classification problems
Proceedings of the 48th Annual Southeast Regional Conference
Nearest-neighbor guided evaluation of data reliability and its applications
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Computer Methods and Programs in Biomedicine
DTI based diagnostic prediction of a disease via pattern classification
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part I
Optimisation of features using evolutionary algorithm for EEG signal classification
International Journal of Computational Vision and Robotics
Designing simulated annealing and subtractive clustering based fuzzy classifier
Applied Soft Computing
Expert Systems with Applications: An International Journal
Unsupervised feature selection using weighted principal components
Expert Systems with Applications: An International Journal
Similarity-margin based feature selection for symbolic interval data
Pattern Recognition Letters
Computers in Biology and Medicine
A new dataset evaluation method based on category overlap
Computers in Biology and Medicine
Characterisation and identification of non-native French accents
Speech Communication
Linear dimensionality reduction through eigenvector selection for object recognition
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Machine Learning and Personalized Modeling for Diagnosis of Acute GvHD: an Integrated Approach
Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
Pattern Recognition Letters
SVM-RFE based feature selection for tandem mass spectrum quality assessment
International Journal of Data Mining and Bioinformatics
Reducing dimensionality in a database of sleep EEG arousals
Expert Systems with Applications: An International Journal
Two learning approaches for a rule-based intuitive reasoner
Expert Systems with Applications: An International Journal
Data mining and preprocessing application on component reports of an airline company in Turkey
Expert Systems with Applications: An International Journal
Improving incremental wrapper-based feature subset selection by using re-ranking
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Sampling for information and structure preservation when mining large data bases
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
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
A sparse nearest mean classifier for high dimensional multi-class problems
Pattern Recognition Letters
Multiclass object classification for real-time video surveillance systems
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
COSAR: hybrid reasoning for context-aware activity recognition
Personal and Ubiquitous Computing
Concept-Based Information Retrieval Using Explicit Semantic Analysis
ACM Transactions on Information Systems (TOIS)
A dimensionality reduction based on feature quality measure
Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
Relevance learning in generative topographic mapping
Neurocomputing
ACACOS'11 Proceedings of the 10th WSEAS international conference on Applied computer and applied computational science
Descriptor learning based on fisher separation criterion for texture classification
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Classifying dialogue in high-dimensional space
ACM Transactions on Speech and Language Processing (TSLP)
On mouse dynamics as a behavioral biometric for authentication
Proceedings of the 6th ACM Symposium on Information, Computer and Communications Security
Diagnosis of application server performance problems via thread level pattern analysis
Proceedings of the First International Workshop on Cloud Computing Platforms
General framework for class-specific feature selection
Expert Systems with Applications: An International Journal
Data analysis pipeline from laboratory to MP models
Natural Computing: an international journal
Inductive probabilistic taxonomy learning using singular value decomposition
Natural Language Engineering
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
International Journal of Approximate Reasoning
Extended fast feature selection for classification modeling
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Artificial Intelligence in Medicine
Architecting dependable systems with proactive fault management
Architecting dependable systems VII
Traffic flow forecasting using a spatio-temporal Bayesian network predictor
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
Robust Feature Selection for Microarray Data Based on Multicriterion Fusion
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Two-Step Cross-Entropy Feature Selection for Microarrays—Power Through Complementarity
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Pattern recognition in wireless sensor networks in presence of sensor failures
NNECFSIC'12 Proceedings of the 12th WSEAS international conference on Neural networks, fuzzy systems, evolutionary computing & automation
A new combined filter-wrapper framework for gene subset selection with specialized genetic operators
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Hybrid feature selection method for supervised classification based on Laplacian score ranking
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Fastest association rule mining algorithm predictor (FARM-AP)
Proceedings of The Fourth International C* Conference on Computer Science and Software Engineering
Combining functional networks and sensitivity analysis as wrapper method for feature selection
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Gene selection and classification using Taguchi chaotic binary particle swarm optimization
Expert Systems with Applications: An International Journal
Activity knowledge transfer in smart environments
Pervasive and Mobile Computing
Correntropy based feature selection using binary projection
Pattern Recognition
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Variable selection in model-based discriminant analysis
Journal of Multivariate Analysis
Data mining using unguided symbolic regression on a blast furnace dataset
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part I
Nomogram visualization for ranking support vector machine
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
A filter based feature selection approach using lempel ziv complexity
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
An efficient statistical feature selection approach for classification of gene expression data
Journal of Biomedical Informatics
An empirical approach to model selection through validation for censored survival data
Journal of Biomedical Informatics
Information Sciences: an International Journal
Learning interpretable fuzzy inference systems with FisPro
Information Sciences: an International Journal
Information-theoretic approaches to SVM feature selection for metagenome read classification
Computational Biology and Chemistry
A game theoretic approach for feature clustering and its application to feature selection
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Unsupervised joint feature discretization and selection
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
A hybrid system for dental milling parameters optimisation
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Feature selection for multi-label classification problems
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part I
Graph Laplacian for semi-supervised feature selection in regression problems
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part I
Investigating a novel GA-based feature selection method using improved KNN classifiers
International Journal of Information and Communication Technology
A high-order feature synthesis and selection algorithm applied to insurance risk modelling
International Journal of Business Intelligence and Data Mining
Fast wrapper feature subset selection in high-dimensional datasets by means of filter re-ranking
Knowledge-Based Systems
Review: Measuring instance difficulty for combinatorial optimization problems
Computers and Operations Research
SNPboost: interaction analysis and risk prediction on GWA data
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Weighted mutual information for feature selection
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Why-oriented end-user debugging of naive Bayes text classification
ACM Transactions on Interactive Intelligent Systems (TiiS)
Profile-based 3D-aided face recognition
Pattern Recognition
Emotional states in judicial courtrooms: An experimental investigation
Speech Communication
MOSCFRA: a multi-objective genetic approach for simultaneous clustering and gene ranking
CIBB'10 Proceedings of the 7th international conference on Computational intelligence methods for bioinformatics and biostatistics
Combining visual and textual modalities for multimedia ontology matching
SAMT'10 Proceedings of the 5th international conference on Semantic and digital media technologies
Feature selection with mutual information for uncertain data
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Improvements over adaptive local hyperplane to achieve better classification
ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects
Informative variables selection for multi-relational supervised learning
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Constrained laplacian score for semi-supervised feature selection
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Datum-wise classification: a sequential approach to sparsity
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Linear discriminant dimensionality reduction
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Feature selection stability assessment based on the Jensen-Shannon divergence
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
A novel framework for locating software faults using latent divergences
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Transfer learning with adaptive regularizers
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Feature selection for support vector machines with RBF kernel
Artificial Intelligence Review
Group Profiling for Understanding Social Structures
ACM Transactions on Intelligent Systems and Technology (TIST)
A novel ensemble of distance measures for feature evaluation: application to sonar imagery
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Interaction techniques for integrated content-based enterprise search
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part III
Feature selection for interpatient supervised heart beat classification
Computational Intelligence and Neuroscience - Special issue on Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing
Hardware-software platform for computing irreducible testors
Expert Systems with Applications: An International Journal
Financial ratings with scarce information: A neural network approach
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Applications of approximate reducts to the feature selection problem
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
A rough set approach to feature selection based on relative decision entropy
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Forex trend classification using machine learning techniques
ACS'11 Proceedings of the 11th WSEAS international conference on Applied computer science
Identification of Relevant Properties for Epitopes Detection Using a Regression Model
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Learning relational bayesian classifiers from RDF data
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
Automatic Assessment of Document Quality in Web Collaborative Digital Libraries
Journal of Data and Information Quality (JDIQ)
Feature selection using hierarchical feature clustering
Proceedings of the 20th ACM international conference on Information and knowledge management
Towards feature selection in network
Proceedings of the 20th ACM international conference on Information and knowledge management
Computer Methods and Programs in Biomedicine
A new hybrid ant colony optimization algorithm for feature selection
Expert Systems with Applications: An International Journal
Software fault localization using feature selection
Proceedings of the International Workshop on Machine Learning Technologies in Software Engineering
International Journal of Bioinformatics Research and Applications
Information Sciences: an International Journal
A case retrieval approach using similarity and association knowledge
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems - Volume Part I
NOLISP'11 Proceedings of the 5th international conference on Advances in nonlinear speech processing
Global feature subset selection on high-dimensional datasets using re-ranking-based EDAs
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
A summary on the study of the medium-term forecasting of the extra-virgen olive oil price
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
International Journal of Bioinformatics Research and Applications
Kernel PCA based network intrusion feature extraction and detection using SVM
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Power system database feature selection using a relaxed perceptron paradigm
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Probabilistic rules for automatic texture segmentation
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Automatic annotation of protein functional class from sparse and imbalanced data sets
VDMB'06 Proceedings of the First international conference on Data Mining and Bioinformatics
Driven forward features selection: a comparative study on neural networks
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Optimal bayesian 2d-discretization for variable ranking in regression
DS'06 Proceedings of the 9th international conference on Discovery Science
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Feature selection for retrieval purposes
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Evaluating feature selection for SVMs in high dimensions
ECML'06 Proceedings of the 17th European conference on Machine Learning
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Difference similitude method in knowledge reduction
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Transportation mode detection using mobile phones and GIS information
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Learning location naming from user check-in histories
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Towards optimal training of cascaded detectors
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Classification of brain glioma by using SVMs bagging with feature selection
BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications
MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Hybrid segmentation framework for tissue images containing gene expression data
MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Data clustering: a user’s dilemma
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Comprehending and transferring facial expressions based on statistical shape and texture models
CGI'06 Proceedings of the 24th international conference on Advances in Computer Graphics
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
Estimation of the future earthquake situation by using neural networks ensemble
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Fuzzy criteria for feature selection
Fuzzy Sets and Systems
Writer-independent off-line signature verification using surroundedness feature
Pattern Recognition Letters
Pattern Recognition Letters
Ensemble-approaches for clustering health status of oil sand pumps
Expert Systems with Applications: An International Journal
Bearing fault prognosis based on health state probability estimation
Expert Systems with Applications: An International Journal
Feature subset selection with cumulate conditional mutual information minimization
Expert Systems with Applications: An International Journal
Computer Methods and Programs in Biomedicine
Online selection of the best k-feature subset for object tracking
Journal of Visual Communication and Image Representation
MARHS: mobility assessment system with remote healthcare functionality for movement disorders
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
1-norm support vector machine for college drinking risk factor identification
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
On the interpretation of high throughput MS based metabolomics fingerprints with random forest
CompLife'06 Proceedings of the Second international conference on Computational Life Sciences
SVM classifier incorporating feature selection using GA for spam detection
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
A hybrid GA/SVM approach for gene selection and classification of microarray data
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Robust SVM-based biomarker selection with noisy mass spectrometric proteomic data
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
On the use of variable complementarity for feature selection in cancer classification
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Improved feature selection algorithm based on SVM and correlation
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Feature selection for complex patterns
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Predicting high-risk program modules by selecting the right software measurements
Software Quality Control
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Gene ranking from microarray data for cancer classification: a machine learning approach
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Recognition of gesture sequences in real-time flow, context of virtual theater
GW'09 Proceedings of the 8th international conference on Gesture in Embodied Communication and Human-Computer Interaction
Realtime classification for encrypted traffic
SEA'10 Proceedings of the 9th international conference on Experimental Algorithms
Improving multi-relief for detecting specificity residues from multiple sequence alignments
EvoBIO'10 Proceedings of the 8th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Feature selection for graph-based image classifiers
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
On proving the efficiency of alternative RF tests
Proceedings of the International Conference on Computer-Aided Design
From Context to Distance: Learning Dissimilarity for Categorical Data Clustering
ACM Transactions on Knowledge Discovery from Data (TKDD)
CLeVer: a feature subset selection technique for multivariate time series
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Feature discovery in classification problems
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Predicting functional residues of protein sequence alignments as a feature selection task
International Journal of Data Mining and Bioinformatics
Breeding value classification in manchego sheep: a study of attribute selection and construction
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
How to build bridges between intelligent tutoring system subfields of research
ITS'10 Proceedings of the 10th international conference on Intelligent Tutoring Systems - Volume Part II
Relevant gene selection using normalized cut clustering with maximal compression similarity measure
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Structured sparsity in structured prediction
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Gene selection through sensitivity analysis of support vector machines
CompLife'05 Proceedings of the First international conference on Computational Life Sciences
ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
A scoring model to detect abusive billing patterns in health insurance claims
Expert Systems with Applications: An International Journal
Insolvency modeling in the cellular telecommunication industry
Expert Systems with Applications: An International Journal
Heuristic search over a ranking for feature selection
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
A study of applying dimensionality reduction to restrict the size of a hypothesis space
ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
An optimization approach for feature selection in an electric billing database
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
A general framework for dimensionality-reducing data visualization mapping
Neural Computation
Johnny: An Autonomous Service Robot for Domestic Environments
Journal of Intelligent and Robotic Systems
Classifier variability: Accounting for training and testing
Pattern Recognition
Supervised input space scaling for non-negative matrix factorization
Signal Processing
Computers in Biology and Medicine
Computers in Biology and Medicine
OVA scheme vs. single machine approach in feature selection for microarray datasets
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Supervised selection of dynamic features, with an application to telecommunication data preparation
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Feature selection in an electric billing database considering attribute inter-dependencies
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
PRIB'06 Proceedings of the 2006 international conference on Pattern Recognition in Bioinformatics
Feature selection using SVM probabilistic outputs
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Distinguishing Facial Features for Ethnicity-Based 3D Face Recognition
ACM Transactions on Intelligent Systems and Technology (TIST)
Intelligent health monitoring of aerospace composite structures based on dynamic strain measurements
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Identifying a small set of marker genes using minimum expected cost of misclassification
Artificial Intelligence in Medicine
Feature selection with RVM and its application to prediction modeling
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Feature selection based on run covering
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Object localization by subspace clustering of local descriptors
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Developing social networks for artificial societies from survey data
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
Developing cognitive models for social simulation from survey data
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
Energy-based feature selection and its ensemble version
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Analysis of feature weighting methods based on feature ranking methods for classification
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Evolutionary search of optimal features
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Document logical structure analysis based on perceptive cycles
DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
Feedback controlled particle swarm optimization and its application in time-series prediction
Expert Systems with Applications: An International Journal
User-oriented ontology-based clustering of stored memories
Expert Systems with Applications: An International Journal
Position Paper: A general framework for Dynamic Emulation Modelling in environmental problems
Environmental Modelling & Software
Data-driven dynamic emulation modelling for the optimal management of environmental systems
Environmental Modelling & Software
Feature evaluation and selection with cooperative game theory
Pattern Recognition
An eye-hand data fusion framework for pervasive sensing of surgical activities
Pattern Recognition
Feature selection for dimensionality reduction
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Is feature selection still necessary?
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Less biased measurement of feature selection benefits
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Steering wheel motion analysis for detection of the driver's drowsiness
MMES'11/DEEE'11/COMATIA'11 Proceedings of the 2nd international conference on Mathematical Models for Engineering Science, and proceedings of the 2nd international conference on Development, Energy, Environment, Economics, and proceedings of the 2nd international conference on Communication and Management in Technological Innovation and Academic Globalization
Terrorist organization behavior prediction algorithm based on context subspace
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
Ensemble learning for customers targeting
KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
An unsupervised feature selection framework based on clustering
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
COW: a co-evolving memetic wrapper for herb-herb interaction analysis in TCM informatics
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
PolyCert: polymorphic self-optimizing replication for in-memory transactional grids
Middleware'11 Proceedings of the 12th ACM/IFIP/USENIX international conference on Middleware
Forecasting using rules extracted from privacy preservation neural network
MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
Retrieval in CBR using a combination of similarity and association knowledge
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part I
Feature selection using structural similarity
Information Sciences: an International Journal
Large-margin feature selection for monotonic classification
Knowledge-Based Systems
Determinants of intangible assets value: The data mining approach
Knowledge-Based Systems
Feature selection for MAUC-oriented classification systems
Neurocomputing
Blind Kriging: Implementation and performance analysis
Advances in Engineering Software
Modelling of water quality: an application to a water treatment process
Applied Computational Intelligence and Soft Computing
Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches
Expert Systems with Applications: An International Journal
Evaluating geo-environmental variables using a clustering based areal model
Computers & Geosciences
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A New Unsupervised Feature Ranking Method for Gene Expression Data Based on Consensus Affinity
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A semi-supervised feature ranking method with ensemble learning
Pattern Recognition Letters
Analyzing Online Review Helpfulness Using a Regressional ReliefF-Enhanced Text Mining Method
ACM Transactions on Management Information Systems (TMIS)
Exploring extensive linguistic feature sets in near-synonym lexical choice
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
An efficient rough feature selection algorithm with a multi-granulation view
International Journal of Approximate Reasoning
An unsupervised approach to feature discretization and selection
Pattern Recognition
Application of global optimization methods to model and feature selection
Pattern Recognition
Using genetic algorithms to improve prediction of execution times of ML tasks
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Hybrid multi-objective machine learning classification in liver transplantation
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Novel hybrid feature selection algorithms for diagnosing erythemato-squamous diseases
HIS'12 Proceedings of the First international conference on Health Information Science
Automatic foldering of email messages: a combination approach
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Joint feature selection and subspace learning
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets
Information Sciences: an International Journal
An information theoretic approach for feature selection
Security and Communication Networks
I-prune: Item selection for associative classification
International Journal of Intelligent Systems
International Journal of Speech Technology
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Journal of Medical Systems
On the use of calling structure information to improve fault prediction
Empirical Software Engineering
An efficient method for learning nonlinear ranking SVM functions
Information Sciences: an International Journal
Robotics and Autonomous Systems
A feature selection-based framework for human activity recognition using wearable multimodal sensors
Proceedings of the 6th International Conference on Body Area Networks
A RELIEF-based modality weighting approach for multimodal information retrieval
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Save the best for last? The treatment of dominant predictors in financial forecasting
Expert Systems with Applications: An International Journal
Sample aware embedded feature selection for reinforcement learning
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Data and feature reduction in fuzzy modeling through particle swarm optimization
Applied Computational Intelligence and Soft Computing
Nowcasting Events from the Social Web with Statistical Learning
ACM Transactions on Intelligent Systems and Technology (TIST)
A new approach to aflatoxin detection in chili pepper by machine vision
Computers and Electronics in Agriculture
A novel feature selection method based on normalized mutual information
Applied Intelligence
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Selecting feature subset via constraint association rules
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Feature weighting by RELIEF based on local hyperplane approximation
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Relevant feature selection from EEG signal for mental task classification
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Feature selection from high-order tensorial data via sparse decomposition
Pattern Recognition Letters
Efficient feature selection filters for high-dimensional data
Pattern Recognition Letters
Predicting seminal quality with artificial intelligence methods
Expert Systems with Applications: An International Journal
A Bayesian approach to sparse dynamic network identification
Automatica (Journal of IFAC)
Selection of vocal features for Parkinson's Disease diagnosis
International Journal of Data Mining and Bioinformatics
Feature selection via dependence maximization
The Journal of Machine Learning Research
Expert Systems: The Journal of Knowledge Engineering
Genetic algorithm combined with support vector machine for building an intrusion detection system
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Ranking importance based information on the world wide web
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
A three phase approach for mental task classification using EEG
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
A global-ranking local feature selection method for text categorization
Expert Systems with Applications: An International Journal
Data mining using clinical physiology at discharge to predict ICU readmissions
Expert Systems with Applications: An International Journal
An effective early fraud detection method for online auctions
Electronic Commerce Research and Applications
Online feature selection for mining big data
Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Comparative analysis of feature selection methods for blood cell recognition in leukemia
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
The Tag Genome: Encoding Community Knowledge to Support Novel Interaction
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Common Sense for Interactive Systems
Say Anything: Using Textual Case-Based Reasoning to Enable Open-Domain Interactive Storytelling
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Common Sense for Interactive Systems
Measuring stability of feature ranking techniques: a noise-based approach
International Journal of Business Intelligence and Data Mining
Similarity measurement and feature selection using genetic algorithm
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
An adaption of relief for redundant feature elimination
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Individual optimal feature selection based on comprehensive evaluation indexs
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Memetic three-dimensional gabor feature extraction for hyperspectral imagery classification
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
Process-Specific Information for Learning Electronic Negotiation Outcomes
Fundamenta Informaticae
Review: Supervised classification and mathematical optimization
Computers and Operations Research
SAPSM: Smart adaptive 802.11 PSM for smartphones
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Feature annotation for text categorization
Proceedings of the CUBE International Information Technology Conference
Accurate Prediction of Coronary Artery Disease Using Reliable Diagnosis System
Journal of Medical Systems
Learning Bayesian network structure using Markov blanket decomposition
Pattern Recognition Letters
Lip peripheral motion for visual surveillance
Proceedings of the Fifth International Conference on Security of Information and Networks
Elastic net for paralinguistic speech recognition
Proceedings of the 14th ACM international conference on Multimodal interaction
A variance reduction framework for stable feature selection
Statistical Analysis and Data Mining
Lexical differences in autobiographical narratives from schizophrenic patients and healthy controls
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Learning verb inference rules from linguistically-motivated evidence
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Effect of small sample size on text categorization with support vector machines
BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
WABI'07 Proceedings of the 7th international conference on Algorithms in Bioinformatics
LORIA system for the WMT12 quality estimation shared task
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Unsupervised feature and model selection for generalized Dirichlet mixture models
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
A novel probabilistic feature selection method for text classification
Knowledge-Based Systems
Artificial Intelligence in Medicine
Divergence-based feature selection for separate classes
Neurocomputing
Feature selection based on term frequency and T-test for text categorization
Proceedings of the 21st ACM international conference on Information and knowledge management
On the role of poetic versus nonpoetic features in “kindred” and diachronic poetry attribution
Journal of the American Society for Information Science and Technology
Comparison of metaheuristic strategies for peakbin selection in proteomic mass spectrometry data
Information Sciences: an International Journal
The CASH algorithm-cost-sensitive attribute selection using histograms
Information Sciences: an International Journal
HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning
Information Sciences: an International Journal
Information Sciences: an International Journal
Parsimonious Mahalanobis kernel for the classification of high dimensional data
Pattern Recognition
An efficient two-stage framework for image annotation
Pattern Recognition
Feature selection using dynamic weights for classification
Knowledge-Based Systems
Massively parallel feature selection: an approach based on variance preservation
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
PolyCert: polymorphic self-optimizing replication for in-memory transactional grids
Proceedings of the 12th International Middleware Conference
Post-processing strategies for improving local gene expression pattern analysis
International Journal of Data Mining and Bioinformatics
International Journal of Data Mining and Bioinformatics
A new variable selection approach using Random Forests
Computational Statistics & Data Analysis
Elderly activities recognition and classification for applications in assisted living
Expert Systems with Applications: An International Journal
Feature selection for multi-label classification using multivariate mutual information
Pattern Recognition Letters
Multiple extreme learning machines for a two-class imbalance corporate life cycle prediction
Knowledge-Based Systems
Genetic algorithms in feature and instance selection
Knowledge-Based Systems
Journal of Multivariate Analysis
A novel divide-and-merge classification for high dimensional datasets
Computational Biology and Chemistry
Linguistic structure prediction with the sparseptron
XRDS: Crossroads, The ACM Magazine for Students - Scientific Computing
An expert system for automatically pruning vines
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
Two-stage approach for electricity consumption forecasting in public buildings
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Feature selection using counting grids: application to microarray data
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
On the optimization of multiclass support vector machines dedicated to speech recognition
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Score-based methods for learning Markov boundaries by searching in constrained spaces
Data Mining and Knowledge Discovery
A robot learning from demonstration framework to perform force-based manipulation tasks
Intelligent Service Robotics
Multimedia ontology matching by using visual and textual modalities
Multimedia Tools and Applications
Information-theoretic selection of high-dimensional spectral features for structural recognition
Computer Vision and Image Understanding
Brain connectivity analysis: a short survey
Computational Intelligence and Neuroscience
Utilising wireless sensor networks towards establishing a method of sleep profiling
International Journal of Computers in Healthcare
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Information-Theoretic based feature selection for multi-voxel pattern analysis of fMRI data
BI'12 Proceedings of the 2012 international conference on Brain Informatics
Feature Based Rule Learner in Noisy Environment Using Neighbourhood Rough Set Model
International Journal of Software Science and Computational Intelligence
Engineering Applications of Artificial Intelligence
Environmental Modelling & Software
Facial image medical analysis system using quantitative chromatic feature
Expert Systems with Applications: An International Journal
Automatic recognition of quarantine citrus diseases
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Transforming graph data for statistical relational learning
Journal of Artificial Intelligence Research
A Comparison of Multi-label Feature Selection Methods using the Problem Transformation Approach
Electronic Notes in Theoretical Computer Science (ENTCS)
Efficient ant colony optimization for image feature selection
Signal Processing
Cartoon features selection using Diffusion Score
Signal Processing
Estimation of autocorrelation space for classification of bio-medical signals
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
An efficient algorithm for feature selection with feature correlation
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Architecture of a parallel MOSFET parameter extraction system
ARCS'13 Proceedings of the 26th international conference on Architecture of Computing Systems
Feature selection for high-dimensional imbalanced data
Neurocomputing
Parallel feature selection for regularized least-squares
PARA'12 Proceedings of the 11th international conference on Applied Parallel and Scientific Computing
A multi-objective feature selection approach based on binary PSO and rough set theory
EvoCOP'13 Proceedings of the 13th European conference on Evolutionary Computation in Combinatorial Optimization
Novel initialisation and updating mechanisms in PSO for feature selection in classification
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Data mining for unemployment rate prediction using search engine query data
Service Oriented Computing and Applications
A maximum-margin genetic algorithm for misclassification cost minimizing feature selection problem
Expert Systems with Applications: An International Journal
Feature selection for medical diagnosis: Evaluation for cardiovascular diseases
Expert Systems with Applications: An International Journal
An accelerator for attribute reduction based on perspective of objects and attributes
Knowledge-Based Systems
Selection of interdependent genes via dynamic relevance analysis for cancer diagnosis
Journal of Biomedical Informatics
Neural Networks
Results on mining NHANES data: A case study in evidence-based medicine
Computers in Biology and Medicine
Expert Systems with Applications: An International Journal
Using micro-documents for feature selection: The case of ordinal text classification
Expert Systems with Applications: An International Journal
Who do you sync you are?: smartphone fingerprinting via application behaviour
Proceedings of the sixth ACM conference on Security and privacy in wireless and mobile networks
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
A supervised machine learning approach to classify host roles on line using sFlow
Proceedings of the first edition workshop on High performance and programmable networking
Sparse non Gaussian component analysis by semidefinite programming
Machine Learning
Cartogram visualization for nonlinear manifold learning models
Data Mining and Knowledge Discovery
Neurocomputing
Automatic recognition of industrial tools using artificial intelligence approach
Expert Systems with Applications: An International Journal
Comparison of text feature selection policies and using an adaptive framework
Expert Systems with Applications: An International Journal
Evolutionary computation for supervised learning
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Case-based reasoning in comparative effectiveness research
IBM Journal of Research and Development
Performance evaluation of ranking methods for relevant gene selection in cancer microarray datasets
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Combinatorial optimization EDA using hidden Markov models
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
ACSC '12 Proceedings of the Thirty-fifth Australasian Computer Science Conference - Volume 122
Robust network traffic identification with unknown applications
Proceedings of the 8th ACM SIGSAC symposium on Information, computer and communications security
A stochastic hyperheuristic for unsupervised matching of partial information
Advances in Artificial Intelligence
A multivariate intelligent decision-making model for retail sales forecasting
Decision Support Systems
Accurate intelligible models with pairwise interactions
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 6th Balkan Conference in Informatics
Multiclass Gene Selection Using Pareto-Fronts
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Assessing similarity of feature selection techniques in high-dimensional domains
Pattern Recognition Letters
Using Hilbert scan on statistical color space partitioning
Computers and Electrical Engineering
Feature subset selection applied to model-free gait recognition
Image and Vision Computing
A tutorial on human activity recognition using body-worn inertial sensors
ACM Computing Surveys (CSUR)
ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on ACM SIGKDD 2012
Comparison of NN and LR classifiers in the context of screening native American elders with diabetes
Expert Systems with Applications: An International Journal
Review: Data-derived soft-sensors for biological wastewater treatment plants: An overview
Environmental Modelling & Software
Algorithms for discovery of multiple Markov boundaries
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Sparse high-dimensional fractional-norm support vector machine via DC programming
Computational Statistics & Data Analysis
Local-to-global semi-supervised feature selection
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Customer attrition in retailing: An application of Multivariate Adaptive Regression Splines
Expert Systems with Applications: An International Journal
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
A machine learning approach to college drinking prediction and risk factor identification
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Modeling plasma surface modification of textile fabrics using artificial neural networks
Engineering Applications of Artificial Intelligence
Bayesian variable selection for linear regression in high dimensional microarray data
Proceedings of the 7th international workshop on Data and text mining in biomedical informatics
iLOG: a framework for automatic annotation of learning objects with empirical usage metadata
International Journal of Artificial Intelligence in Education
Finger tapping clinimetric score prediction in Parkinson's disease using low-cost accelerometers
Computational Intelligence and Neuroscience
Gene selection with guided regularized random forest
Pattern Recognition
Feature Interaction Maximisation
Pattern Recognition Letters
A decision-making model for environmental behavior in agent-based modeling
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Texture classification using kernel-based techniques
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
L1 graph based on sparse coding for feature selection
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Class dependent feature weighting and k-nearest neighbor classification
PRIB'13 Proceedings of the 8th IAPR international conference on Pattern Recognition in Bioinformatics
What's the deal?: identifying online bargains
AWC '13 Proceedings of the First Australasian Web Conference - Volume 144
Wastewater treatment plant performance prediction with support vector machines
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
A new gene selection method for microarray data based on PSO and informativeness metric
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Feature selection in enterprise analytics: a demonstration using an R-based data analytics system
Proceedings of the VLDB Endowment
Ringtail: a generalized nowcasting system
Proceedings of the VLDB Endowment
Expert Systems with Applications: An International Journal
Engineering Applications of Artificial Intelligence
Spatial distance join based feature selection
Engineering Applications of Artificial Intelligence
Computer Methods and Programs in Biomedicine
Algorithm portfolios based on cost-sensitive hierarchical clustering
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Exact top-k feature selection via l2,0-norm constraint
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Robust unsupervised feature selection
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Online group feature selection
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Fast linearization of tree kernels over large-scale data
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Feature selection filter for classification of power system operating states
Computers & Mathematics with Applications
Using reinforcement learning to find an optimal set of features
Computers & Mathematics with Applications
A GA-based feature selection approach with an application to handwritten character recognition
Pattern Recognition Letters
Towards robust object categorization for mobile robots with combination of classifiers
Robot Soccer World Cup XV
Entity linking at the tail: sparse signals, unknown entities, and phrase models
Proceedings of the 7th ACM international conference on Web search and data mining
Quality estimation for machine translation: some lessons learned
Machine Translation
Dimensionality reduction methods for machine translation quality estimation
Machine Translation
Adaptive cooperative particle swarm optimizer
Applied Intelligence
Feature selection with test cost constraint
International Journal of Approximate Reasoning
Artificial Intelligence in Medicine
Advanced Engineering Informatics
Expert Systems with Applications: An International Journal
Speeding up incremental wrapper feature subset selection with Naive Bayes classifier
Knowledge-Based Systems
Joint Laplacian feature weights learning
Pattern Recognition
On selecting interacting features from high-dimensional data
Computational Statistics & Data Analysis
Estimating mutual information for feature selection in the presence of label noise
Computational Statistics & Data Analysis
User demographics prediction based on mobile data
Pervasive and Mobile Computing
A prediction framework based on contextual data to support Mobile Personalized Marketing
Decision Support Systems
Information Sciences: an International Journal
Automatic field data analyzer for closed-loop vehicle design
Information Sciences: an International Journal
Novel feature selection methods to financial distress prediction
Expert Systems with Applications: An International Journal
Feature enrichment and selection for transductive classification on networked data
Pattern Recognition Letters
Efficient feature size reduction via predictive forward selection
Pattern Recognition
Domains of competence of the semi-naive Bayesian network classifiers
Information Sciences: an International Journal
A feature subset selection algorithm automatic recommendation method
Journal of Artificial Intelligence Research
Keep it simple and sparse: real-time action recognition
The Journal of Machine Learning Research
Supervised feature subset selection with ordinal optimization
Knowledge-Based Systems
Learning dependence from samples
International Journal of Bioinformatics Research and Applications
White box radial basis function classifiers with component selection for clinical prediction models
Artificial Intelligence in Medicine
A survey on feature selection methods
Computers and Electrical Engineering
Automated trading with performance weighted random forests and seasonality
Expert Systems with Applications: An International Journal
Feature selection for ordinal text classification
Neural Computation
Learning potential functions and their representations for multi-task reinforcement learning
Autonomous Agents and Multi-Agent Systems
Towards objective measures of algorithm performance across instance space
Computers and Operations Research
Selection of discriminative sub-regions for palmprint recognition
Multimedia Tools and Applications
Heartbeat classification using disease-specific feature selection
Computers in Biology and Medicine
IMPROVING THE PREDICTION ACCURACY OF SOFTWARE DEVELOPMENT COST MODELS
Journal of Integrated Design & Process Science
International Journal of Wireless and Mobile Computing
A tour of machine learning: An AI perspective
AI Communications - ECAI 2012 Turing and Anniversary Track
A scatter method for data and variable importance evaluation
Integrated Computer-Aided Engineering
Sharing hardware resources in heterogeneous computer-supported collaboration scenarios
Integrated Computer-Aided Engineering
Irrelevant attributes and imbalanced classes in multi-label text-categorization domains
Intelligent Data Analysis
A novel feature subset selection algorithm based on association rule mining
Intelligent Data Analysis
Profit optimizing customer churn prediction with Bayesian network classifiers
Intelligent Data Analysis - Business Analytics and Intelligent Optimization
Hybrid random subsample classifier ensemble for high dimensional data sets
International Journal of Hybrid Intelligent Systems
Feature subset selection using improved binary gravitational search algorithm
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Embedded local feature selection within mixture of experts
Information Sciences: an International Journal
A novel class dependent feature selection method for cancer biomarker discovery
Computers in Biology and Medicine
Computers in Biology and Medicine
A biological continuum based approach for efficient clinical classification
Journal of Biomedical Informatics
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Variable and feature selection have become the focus of much research in areas of application for which datasets with tens or hundreds of thousands of variables are available. These areas include text processing of internet documents, gene expression array analysis, and combinatorial chemistry. The objective of variable selection is three-fold: improving the prediction performance of the predictors, providing faster and more cost-effective predictors, and providing a better understanding of the underlying process that generated the data. The contributions of this special issue cover a wide range of aspects of such problems: providing a better definition of the objective function, feature construction, feature ranking, multivariate feature selection, efficient search methods, and feature validity assessment methods.