A hybrid feature selection method based on information theory and binary butterfly optimization algorithm

Frequency based feature selection method using whale algorithm

(2019) Hossein Nematzadeh et al.   GENOMICS

Whale optimization approaches for wrapper feature selection

(2018) Majdi Mafarja et al.   APPLIED SOFT COMPUTING

Improved diagnosis of Parkinson's disease using optimized crow search algorithm

(2018) Deepak Gupta et al.   COMPUTERS & ELECTRICAL ENGINEERING

Feature selection by integrating two groups of feature evaluation criteria

(2018) Wanfu Gao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature selection considering two types of feature relevancy and feature interdependency

(2018) Liang Hu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature selection via Lèvy Antlion optimization

(2018) E. Emary et al.   PATTERN ANALYSIS AND APPLICATIONS

Butterfly optimization algorithm: a novel approach for global optimization

(2018) Sankalap Arora et al.   SOFT COMPUTING

Binary butterfly optimization approaches for feature selection

(2018) Sankalap Arora et al.   EXPERT SYSTEMS WITH APPLICATIONS

Maximum relevance minimum common redundancy feature selection for nonlinear data

(2017) Jinxing Che et al.   INFORMATION SCIENCES

Feature selection via a novel chaotic crow search algorithm

(2017) Gehad Ismail Sayed et al.   NEURAL COMPUTING & APPLICATIONS

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

(2017) Majdi M. Mafarja et al.   NEUROCOMPUTING

A new maximum relevance-minimum multicollinearity (MRmMC) method for feature selection and ranking

(2017) Azlyna Senawi et al.   PATTERN RECOGNITION

A hybrid approach of differential evolution and artificial bee colony for feature selection

(2016) Ezgi Zorarpacı et al.   EXPERT SYSTEMS WITH APPLICATIONS

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

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

(2016) Shenkai Gu et al.   SOFT COMPUTING

Distributed feature selection: An application to microarray data classification

(2015) V. Bolón-Canedo et al.   APPLIED SOFT COMPUTING

Feature selection using Joint Mutual Information Maximisation

(2015) Mohamed Bennasar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mutual information-based method for selecting informative feature sets

(2013) Gunawan Herman et al.   PATTERN RECOGNITION

S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization

(2012) Seyedali Mirjalili et al.   Swarm and Evolutionary Computation

Methods of forward feature selection based on the aggregation of classifiers generated by single attribute

(2011) Linkai Luo et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Fast wrapper feature subset selection in high-dimensional datasets by means of filter re-ranking

(2011) Pablo Bermejo et al.   KNOWLEDGE-BASED SYSTEMS

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

(2011) Joaquín Derrac et al.   Swarm and Evolutionary Computation