Feature selection for high-dimensional classification using a competitive swarm optimizer

A social learning particle swarm optimization algorithm for scalable optimization

(2015) Ran Cheng et al.   INFORMATION SCIENCES

A Competitive Swarm Optimizer for Large Scale Optimization

(2015) Ran Cheng et al.   IEEE Transactions on Cybernetics

The Emerging "Big Dimensionality"

(2014) Yiteng Zhai et al.   IEEE Computational Intelligence Magazine

Particle swarm optimisation for feature selection in classification: Novel initialisation and updating mechanisms

(2013) Bing Xue et al.   APPLIED SOFT COMPUTING

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Minimax Sparse Logistic Regression for Very High-Dimensional Feature Selection

(2013) Mingkui Tan et al.   IEEE Transactions on Neural Networks and Learning Systems

An Adaptive Particle Swarm Optimization With Multiple Adaptive Methods

(2012) Mengqi Hu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Particle Swarm Optimization With an Aging Leader and Challengers

(2012) Wei-Neng Chen et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Diversity enhanced particle swarm optimization with neighborhood search

(2012) Hui Wang et al.   INFORMATION SCIENCES

Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach

(2012) Bing Xue et al.   IEEE Transactions on Cybernetics

Improved binary particle swarm optimization using catfish effect for feature selection

(2011) Li-Yeh Chuang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Cooperatively Coevolving Particle Swarms for Large Scale Optimization

(2011) Xiaodong Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A discrete particle swarm optimization method for feature selection in binary classification problems

(2010) Alper Unler et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

PSOLDA: A particle swarm optimization approach for enhancing classification accuracy rate of linear discriminant analysis

(2009) Shih-Wei Lin et al.   APPLIED SOFT COMPUTING

Adaptive Particle Swarm Optimization

(2009) Zhi-Hui Zhan et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Feature subset selection in large dimensionality domains

(2009) Iffat A. Gheyas et al.   PATTERN RECOGNITION

A rough set approach to feature selection based on ant colony optimization

(2009) Yumin Chen et al.   PATTERN RECOGNITION LETTERS

A survey on metaheuristics for stochastic combinatorial optimization

(2008) Leonora Bianchi et al.   Natural Computing

Improved binary PSO for feature selection using gene expression data

(2007) Li-Yeh Chuang et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY