Feature clustering-Assisted feature selection with differential evolution

Evolutionary feature selection on high dimensional data using a search space reduction approach

(2022) Miguel García-Torres et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Feature selection via Non-convex constraint and latent representation learning with Laplacian embedding

(2022) Ronghua Shang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Wrapper feature selection method based differential evolution and extreme learning machine for intrusion detection system

(2022) Wathiq Laftah Al-Yaseen et al.   PATTERN RECOGNITION

Uncorrelated feature selection via sparse latent representation and extended OLSDA

(2022) Ronghua Shang et al.   PATTERN RECOGNITION

Multilabel all-relevant feature selection using lower bounds of conditional mutual information

(2022) Paweł Teisseyre et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Two-stage Hybrid Ant Colony Optimization for High-Dimensional Feature Selection

(2021) Wenping Ma et al.   PATTERN RECOGNITION

Feature selection based on non-negative spectral feature learning and adaptive rank constraint

(2021) Ronghua Shang et al.   KNOWLEDGE-BASED SYSTEMS

Metaheuristic Search Based Feature Selection Methods for Classification of Cancer

(2021) L. Meenachi et al.   PATTERN RECOGNITION

Variable-Size Cooperative Coevolutionary Particle Swarm Optimization for Feature Selection on High-Dimensional Data

(2020) Xian-Fang Song et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

An improved Dragonfly Algorithm for feature selection

(2020) Abdelaziz I. Hammouri et al.   KNOWLEDGE-BASED SYSTEMS

Mutual information based feature subset selection in multivariate time series classification

(2020) Josu Ircio et al.   PATTERN RECOGNITION

A Duplication Analysis-Based Evolutionary Algorithm for Biobjective Feature Selection

(2020) Hang Xu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Feature selection using bare-bones particle swarm optimization with mutual information

(2020) Xian-fang Song et al.   PATTERN RECOGNITION

A clustering‐based feature selection framework for handwritten Indic script classification

(2019) Iman Chatterjee et al.   EXPERT SYSTEMS

Maximal Information Coefficient-Based Two-Stage Feature Selection Method for Railway Condition Monitoring

(2019) Tao Wen et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Binary differential evolution with self-learning for multi-objective feature selection

(2019) Yong Zhang et al.   INFORMATION SCIENCES

Local Binary Pattern-Based Adaptive Differential Evolution for Multimodal Optimization Problems

(2019) Hong Zhao et al.   IEEE Transactions on Cybernetics

Differential evolution for filter feature selection based on information theory and feature ranking

(2018) Emrah Hancer et al.   KNOWLEDGE-BASED SYSTEMS

Feature selection method with joint maximal information entropy between features and class

(2018) Kangfeng Zheng et al.   PATTERN RECOGNITION

Eye tracking data guided feature selection for image classification

(2017) Xuan Zhou et al.   PATTERN RECOGNITION

McTwo: a two-step feature selection algorithm based on maximal information coefficient

(2016) Ruiquan Ge et al.   BMC BIOINFORMATICS

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

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

A Survey on Evolutionary Computation Approaches to Feature Selection

(2016) Bing Xue et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Feature selection using multimodal optimization techniques

(2016) Shima Kamyab et al.   NEUROCOMPUTING

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Weighted Multi-view Clustering with Feature Selection

(2016) Yu-Meng Xu et al.   PATTERN RECOGNITION

Ensemble and Arithmetic Recombination-Based Speciation Differential Evolution for Multimodal Optimization

(2016) Sheldon Hui et al.   IEEE Transactions on Cybernetics

Identifying (Quasi) Equally Informative Subsets in Feature Selection Problems for Classification: A Max-Relevance Min-Redundancy Approach

(2016) Gulsah Karakaya et al.   IEEE Transactions on Cybernetics

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

(2013) Bing Xue et al.   APPLIED SOFT COMPUTING

Differential Evolution With Neighborhood Mutation for Multimodal Optimization

(2012) B. Y. Qu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Feature subset selection using differential evolution and a statistical repair mechanism

(2011) Rami N. Khushaba et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Fast Clustering-Based Feature Subset Selection Algorithm for High-Dimensional Data

(2011) Qinbao Song et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Detecting Novel Associations in Large Data Sets

(2011) D. N. Reshef et al.   SCIENCE

Feature subset selection in large dimensionality domains

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

Supervised feature selection by clustering using conditional mutual information-based distances

(2009) José Martínez Sotoca et al.   PATTERN RECOGNITION

A new feature selection method for Gaussian mixture clustering

(2008) Hong Zeng et al.   PATTERN RECOGNITION

Genetic algorithm-based feature set partitioning for classification problems

(2007) Lior Rokach   PATTERN RECOGNITION