An evolutionary multi-objective optimization framework of discretization-based feature selection for classification

Multi-objective feature selection using hybridization of a genetic algorithm and direct multisearch for key quality characteristic selection

(2020) An-Da Li et al.   INFORMATION SCIENCES

The optimal combination of feature selection and data discretization: An empirical study

(2019) Chih-Fong Tsai et al.   INFORMATION SCIENCES

A novel hybrid genetic algorithm with granular information for feature selection and optimization

(2018) Hongbin Dong et al.   APPLIED SOFT COMPUTING

Pareto front feature selection based on artificial bee colony optimization

(2018) Emrah Hancer et al.   INFORMATION SCIENCES

A New Representation in PSO for Discretization-Based Feature Selection

(2018) Binh Tran et al.   IEEE Transactions on Cybernetics

A Pareto-Based Sparse Subspace Learning Framework

(2018) Juanjuan Luo et al.   IEEE Transactions on Cybernetics

Multi-Objective Particle Swarm Optimization Approach for Cost-Based Feature Selection in Classification

(2017) Yong Zhang et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Feature weighting and selection with a Pareto-optimal trade-off between relevancy and redundancy

(2017) Ayan Das et al.   PATTERN RECOGNITION LETTERS

A Two-Phase Evolutionary Approach for Compressive Sensing Reconstruction

(2017) Yu Zhou et al.   IEEE Transactions on Cybernetics

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

(2016) Shenkai Gu et al.   SOFT COMPUTING

Multivariate Discretization Based on Evolutionary Cut Points Selection for Classification

(2016) Sergio Ramirez-Gallego et al.   IEEE Transactions on Cybernetics

Simultaneous feature selection and weighting – An evolutionary multi-objective optimization approach

(2015) Sujoy Paul et al.   PATTERN RECOGNITION LETTERS

A Graph-Theoretic Approach for Identifying Non-Redundant and Relevant Gene Markers from Microarray Data Using Multiobjective Binary PSO

(2014) Monalisa Mandal et al.   PLoS One

ur-CAIM: improved CAIM discretization for unbalanced and balanced data

(2014) Alberto Cano et al.   SOFT COMPUTING

A survey on feature selection methods

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

Discretization Based on Entropy and Multiple Scanning

(2013) Jerzy Grzymala-Busse   Entropy

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

(2013) Kalyanmoy Deb et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

An Evolutionary Multiobjective Approach to Sparse Reconstruction

(2013) Lin Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A comprehensive survey: artificial bee colony (ABC) algorithm and applications

(2012) Dervis Karaboga et al.   ARTIFICIAL INTELLIGENCE REVIEW

A multi-objective particle swarm optimisation for filter-based feature selection in classification problems

(2012) Bing Xue et al.   CONNECTION SCIENCE

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

An unsupervised approach to feature discretization and selection

(2011) Artur J. Ferreira et al.   PATTERN RECOGNITION

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

A multiobjective approach to MR brain image segmentation

(2010) Anirban Mukhopadhyay et al.   APPLIED SOFT COMPUTING

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

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

Multiobjective Neural Network Ensembles Based on Regularized Negative Correlation Learning

(2010) Huanhuan Chen et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

HDD: a hypercube division-based algorithm for discretisation

(2010) Ping Yang et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Improved binary PSO for feature selection using gene expression data

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