Filters, Wrappers and a Boosting-Based Hybrid for Feature Selection

High-performing feature selection for text classification

Proceedings of the eleventh international conference on Information and knowledge management

Grafting: fast, incremental feature selection by gradient descent in function space

The Journal of Machine Learning Research

Efficiently handling feature redundancy in high-dimensional data

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

Consistency-based search in feature selection

Artificial Intelligence

Feature selection in scientific applications

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

A selective sampling approach to active feature selection

Artificial Intelligence

Fast Binary Feature Selection with Conditional Mutual Information

The Journal of Machine Learning Research

Toward Integrating Feature Selection Algorithms for Classification and Clustering

IEEE Transactions on Knowledge and Data Engineering

A New Dependency and Correlation Analysis for Features

IEEE Transactions on Knowledge and Data Engineering

Feature selection in predicting the activity of cyclooxygenase-2 inhibitors

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications

Filtering Methods for Feature Selection in Web-Document Clustering

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II

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

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

Computer Methods and Programs in Biomedicine

OWA-weighted based clustering method for classification problem

Expert Systems with Applications: An International Journal

Trace ratio criterion for feature selection

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2

Boosting feature selection using information metric for classification

Neurocomputing

A Delphi-based rough sets fusion model for extracting payment rules of vehicle license tax in the government sector

Expert Systems with Applications: An International Journal

Selecting features of linear-chain conditional random fields via greedy stage-wise algorithms

Pattern Recognition Letters

A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

SVM decision boundary based discriminative subspace induction

Pattern Recognition

Review: Using support vector machines in diagnoses of urological dysfunctions

Expert Systems with Applications: An International Journal

A novel hybrid feature selection via Symmetrical Uncertainty ranking based local memetic search algorithm

Knowledge-Based Systems

SVM-FuzCoC: A novel SVM-based feature selection method using a fuzzy complementary criterion

Pattern Recognition

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

Applied Soft Computing

Correlation based feature selection method

International Journal of Bio-Inspired Computation

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

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

Feature elimination approach based on random forest for cancer diagnosis

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

Flexible-Hybrid sequential floating search in statistical feature selection

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition

A propositional approach to textual case indexing

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

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

A unified strategy of feature selection

ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications

Feature selection for hyperspectral data classification using double parallel feedforward neural networks

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II

Predicting functional residues of protein sequence alignments as a feature selection task

International Journal of Data Mining and Bioinformatics

Feature selection based on sensitivity analysis of fuzzy ISODATA

Neurocomputing

A new maximum-relevance criterion for significant gene selection

PRIB'06 Proceedings of the 2006 international conference on Pattern Recognition in Bioinformatics

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

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

Expert Systems with Applications: An International Journal

Improving nearest neighbor classification by elimination of noisy irrelevant features

ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II

Automatic foldering of email messages: a combination approach

ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval

Efficient feature selection filters for high-dimensional data

Pattern Recognition Letters

An effective early fraud detection method for online auctions

Electronic Commerce Research and Applications

Measuring stability of feature ranking techniques: a noise-based approach

International Journal of Business Intelligence and Data Mining

Discrimination between benign and malignant breast cancers in ultrasound images based on cost-sensitive boosting

IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering

Fuzzy classifier based feature reduction for better gene selection

DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery

Harmony-based feature selection to improve the nearest neighbor classification

Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology

Efficient semi-supervised feature selection with noise insensitive trace ratio criterion

Neurocomputing

Spatial distance join based feature selection

Engineering Applications of Artificial Intelligence

Online group feature selection

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence