Feature selection for high-dimensional genomic microarray data

High-performing feature selection for text classification

Proceedings of the eleventh international conference on Information and knowledge management

Interpreting microarray expression data using text annotating the genes

Information Sciences—Applications: An International Journal

Iteratively Selecting Feature Subsets for Mining from High-Dimensional Databases

PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery

Boosting and Microarray Data

Machine Learning

Cancer classification using gene expression data

Information Systems - Special issue: Data management in bioinformatics

Minimum Redundancy Feature Selection from Microarray Gene Expression Data

CSB '03 Proceedings of the IEEE Computer Society Conference on Bioinformatics

Gene Selection for Multi-Class Prediction of Microarray Data

CSB '03 Proceedings of the IEEE Computer Society Conference on Bioinformatics

Efficiently handling feature redundancy in high-dimensional data

Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining

Fast video segment retrieval by sort-merge feature selection, boundary refinement, and lazy evaluation

Computer Vision and Image Understanding - Special isssue on video retrieval and summarization

Redundancy based feature selection for microarray data

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

Simultaneous Feature Selection and Clustering Using Mixture Models

IEEE Transactions on Pattern Analysis and Machine Intelligence

A selective sampling approach to active feature selection

Artificial Intelligence

Efficient Feature Selection via Analysis of Relevance and Redundancy

The Journal of Machine Learning Research

Toward Integrating Feature Selection Algorithms for Classification and Clustering

IEEE Transactions on Knowledge and Data Engineering

Using recursive classification to discover predictive features

Proceedings of the 2005 ACM symposium on Applied computing

Attribute Clustering for Grouping, Selection, and Classification of Gene Expression Data

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Data Mining for Case-Based Reasoning in High-Dimensional Biological Domains

IEEE Transactions on Knowledge and Data Engineering

Feature Selection Based on Mutual Information: Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy

IEEE Transactions on Pattern Analysis and Machine Intelligence

Identifying Simple Discriminatory Gene Vectors with an Information Theory Approach

CSB '05 Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference

Artifacts of Markov blanket filtering based on discretized features in small sample size applications

Pattern Recognition Letters

Random subspace method for multivariate feature selection

Pattern Recognition Letters

Incremental wrapper-based gene selection from microarray data for cancer classification

Pattern Recognition

Selecting features in microarray classification using ROC curves

Pattern Recognition

Integrating gene ontology into discriminative powers of genes for feature selection in microarray data

Proceedings of the 2007 ACM symposium on Applied computing

A Stochastic Algorithm for Feature Selection in Pattern Recognition

The Journal of Machine Learning Research

A platform for the selection of genes in DNA microarraydata using evolutionary algorithms

Proceedings of the 9th annual conference on Genetic and evolutionary computation

Effective Gene Selection Method With Small Sample Sets Using Gradient-Based and Point Injection Techniques

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Data-Dependent Kernel Machines for Microarray Data Classification

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Random Forests for multiclass classification: Random MultiNomial Logit

Expert Systems with Applications: An International Journal

Short communication: Specificity rule discovery in HIV-1 protease cleavage site analysis

Computational Biology and Chemistry

Short communication: Specificity rule discovery in HIV-1 protease cleavage site analysis

Computational Biology and Chemistry

Logic classification and feature selection for biomedical data

Computers & Mathematics with Applications

Effective Gene Selection Method Using Bayesian Discriminant Based Criterion and Genetic Algorithms

Journal of Signal Processing Systems

An efficient ant colony optimization approach to attribute reduction in rough set theory

Pattern Recognition Letters

Forward selection method with regression analysis for optimal gene selection in cancer classification

International Journal of Computer Mathematics - Bioinformatics

Stable feature selection via dense feature groups

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

Visual Methods for Examining SVM Classifiers

Visual Data Mining

Informative Gene Set Selection Via Distance Sensitive Rival Penalized Competitive Learning and Redundancy Analysis

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks

Scalable Feature Selection for Multi-class Problems

ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I

A new feature selection method for Gaussian mixture clustering

Pattern Recognition

Dimensionality reduction for knowledge discovery in medical claims database: Application to antidepressant medication utilization study

Computer Methods and Programs in Biomedicine

An efficient discriminant-based solution for small sample size problem

Pattern Recognition

Feature selection with dynamic mutual information

Pattern Recognition

Employee turnover: a novel prediction solution with effective feature selection

CEA'09 Proceedings of the 3rd WSEAS international conference on Computer engineering and applications

Employee turnover: a novel prediction solution with effective feature selection

WSEAS Transactions on Information Science and Applications

Semantic similarity based feature extraction from microarray expression data

International Journal of Data Mining and Bioinformatics

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

Feature selection via Boolean independent component analysis

Information Sciences: an International Journal

Gene selection from microarray data for cancer classification-a machine learning approach

Computational Biology and Chemistry

A novel ensemble machine learning for robust microarray data classification

Computers in Biology and Medicine

Genetic programming for anticancer therapeutic response prediction using the NCI-60 dataset

Computers and Operations Research

Feature Selection for Gene Expression Using Model-Based Entropy

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

A Multiple-Filter-Multiple-Wrapper Approach to Gene Selection and Microarray Data Classification

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

A GMM-IG framework for selecting genes as expression panel biomarkers

Artificial Intelligence in Medicine

An MLP-based feature subset selection for HIV-1 protease cleavage site analysis

Artificial Intelligence in Medicine

Review: Using support vector machines in diagnoses of urological dysfunctions

Expert Systems with Applications: An International Journal

Fast video retrieval under sparse training data

CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval

An effective gene selection method based on relevance analysis and discernibility matrix

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining

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

A framework for microarray data-based tumor diagnostic system with improving performance incrementally

Expert Systems with Applications: 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

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

Prediction of alternatively spliced exons using Support Vector Machines

International Journal of Data Mining and Bioinformatics

Kernel based gene expression pattern discovery and its application on cancer classification

Neurocomputing

Optimizing reservoir features in oil exploration management based on fusion of soft computing

Applied Soft Computing

Neural Network Classifier with Entropy Based Feature Selection on Breast Cancer Diagnosis

Journal of Medical Systems

Measuring the interestingness of articles in a limited user environment

Information Processing and Management: an International Journal

Correlation based feature selection method

International Journal of Bio-Inspired Computation

Enhancing content-based image retrieval using machine learning techniques

AMT'10 Proceedings of the 6th international conference on Active media technology

Infosel++: information based feature selection C++ library

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I

Recursive Mahalanobis Separability Measure for Gene Subset Selection

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Probabilistic graphical models in artificial intelligence

Applied Soft Computing

Scaling up feature selection by means of democratization

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II

Classifying dialogue in high-dimensional space

ACM Transactions on Speech and Language Processing (TSLP)

Mutual information and k-nearest neighbors approximator for time series prediction

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II

DRFE: dynamic recursive feature elimination for gene identification based on random forest

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III

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

mr2PSO: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification

Information Sciences: an International Journal

An optimised gene selection approach using wavelet power spectrum

International Journal of Bioinformatics Research and Applications

An optimised gene selection approach using wavelet power spectrum

International Journal of Bioinformatics Research and Applications

Feature elimination approach based on random forest for cancer diagnosis

MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence

STochFS: a framework for combining feature selection outcomes through a stochastic process

PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases

Markov blankets and meta-heuristics search: sentiment extraction from unstructured texts

WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis

A multi-population χ2 test approach to informative gene selection

IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning

Fuzzy criteria for feature selection

Fuzzy Sets and Systems

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

Combining feature selection and feature construction to improve concept learning for high dimensional data

SARA'05 Proceedings of the 6th international conference on Abstraction, Reformulation and Approximation

Robust ensemble learning for cancer diagnosis based on microarray data classification

ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications

Hybrid feature ranking for proteins classification

ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications

An ensemble of case-based classifiers for high-dimensional biological domains

ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development

E-Coli promoter recognition using neural networks with feature selection

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II

Combining bayesian networks, k nearest neighbours algorithm and attribute selection for gene expression data analysis

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence

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

Direct and recursive prediction of time series using mutual information selection

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems

Virtual gene: a gene selection algorithm for sample classification on microarray datasets

ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part II

Integrating heterogeneous microarray data sources using correlation signatures

DILS'05 Proceedings of the Second international conference on Data Integration in the Life Sciences

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

Exploiting randomness for feature selection in multinomial logit: a CRM cross-sell application

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

Virtual gene: using correlations between genes to select informative genes on microarray datasets

Transactions on Computational Systems Biology II

Boost feature subset selection: a new gene selection algorithm for microarray dataset

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part II

Active mining discriminative gene sets

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing

Learning regulatory network models that represent regulator states and roles

RRG'04 Proceedings of the 2004 RECOMB international conference on Regulatory Genomics

Usage of Case-Based Reasoning, Neural Network and Adaptive Neuro-Fuzzy Inference System Classification Techniques in Breast Cancer Dataset Classification Diagnosis

Journal of Medical Systems

Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches

Expert Systems with Applications: An International Journal

A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Filter versus wrapper gene selection approaches in DNA microarray domains

Artificial Intelligence in Medicine

Hybrid dynamic k-nearest-neighbour and distance and attribute weighted method for classification

International Journal of Computer Applications in Technology

Efficient feature selection filters for high-dimensional data

Pattern Recognition Letters

Design Ensemble Machine Learning Model for Breast Cancer Diagnosis

Journal of Medical Systems

ACOSampling: An ant colony optimization-based undersampling method for classifying imbalanced DNA microarray data

Neurocomputing

Post-processing strategies for improving local gene expression pattern analysis

International Journal of Data Mining and Bioinformatics

A novel multi-stage feature selection method for microarray expression data analysis

International Journal of Data Mining and Bioinformatics

A scalable approach to simultaneous evolutionary instance and feature selection

Information Sciences: an International Journal

Efficient ant colony optimization for image feature selection

Signal Processing

Causal gene identification using combinatorial V-structure search

Neural Networks

Spatial distance join based feature selection

Engineering Applications of Artificial Intelligence

Learning attribute weighted AODE for ROC area ranking

International Journal of Information and Communication Technology

Hybrid feature selection through feature clustering for microarray gene expression data

International Journal of Hybrid Intelligent Systems

Mining sequential patterns with extensible knowledge representation

Intelligent Data Analysis