An interactive filter-wrapper multi-objective evolutionary algorithm for feature selection

A novel hybrid wrapper–filter approach based on genetic algorithm, particle swarm optimization for feature subset selection

(2019) Fateme Moslehi et al.   Journal of Ambient Intelligence and Humanized Computing

Multi-objective feature selection based on artificial bee colony: An acceleration approach with variable sample size

(2019) Xiao-han Wang et al.   APPLIED SOFT COMPUTING

Multiple Reference Points-Based Decomposition for Multiobjective Feature Selection in Classification: Static and Dynamic Mechanisms

(2019) Bach Hoai Nguyen et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

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

(2019) Yong Zhang et al.   INFORMATION SCIENCES

Heterogeneous oblique random forest

(2019) Rakesh Katuwal et al.   PATTERN RECOGNITION

Whale optimization approaches for wrapper feature selection

(2018) Majdi Mafarja et al.   APPLIED SOFT COMPUTING

An ACO–ANN based feature selection algorithm for big data

(2018) R. Joseph Manoj et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Optimizing multi-objective PSO based feature selection method using a feature elitism mechanism

(2018) Maryam Amoozegar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Pareto front feature selection based on artificial bee colony optimization

(2018) Emrah Hancer et al.   INFORMATION SCIENCES

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

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

A New Representation in PSO for Discretization-Based Feature Selection

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

A greedy feature selection algorithm for Big Data of high dimensionality

(2018) Ioannis Tsamardinos et al.   MACHINE LEARNING

A hybrid feature selection method based on binary state transition algorithm and ReliefF

(2018) Zhaoke Huang et al.   IEEE Journal of Biomedical and Health Informatics

Binary butterfly optimization approaches for feature selection

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

GA-SVM based feature selection and parameter optimization in hospitalization expense modeling

(2018) Zhou Tao et al.   APPLIED SOFT COMPUTING

An Indicator Based Multi-Objective Evolutionary Algorithm with Reference Point Adaptation for Better Versatility

(2017) Ye Tian et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Micro-GA Embedded PSO Feature Selection Approach to Intelligent Facial Emotion Recognition

(2017) Kamlesh Mistry et al.   IEEE Transactions on Cybernetics

A hybrid algorithm using ant and bee colony optimization for feature selection and classification (AC-ABC Hybrid)

(2017) P. Shunmugapriya et al.   Swarm and Evolutionary Computation

A hybrid particle swarm optimization for feature subset selection by integrating a novel local search strategy

(2016) Parham Moradi et al.   APPLIED SOFT COMPUTING

Investigation on particle swarm optimisation for feature selection on high-dimensional data: local search and selection bias

(2016) Binh Tran et al.   CONNECTION SCIENCE

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

Efficient Feature Selection-Based on Random Forward Search for Virtual Metrology Modeling

(2016) Seokho Kang et al.   IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING

Feature selection of unreliable data using an improved multi-objective PSO algorithm

(2016) Zhang Yong et al.   NEUROCOMPUTING

A graph theoretic approach for unsupervised feature selection

(2015) Parham Moradi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A multi-objective evolutionary algorithm for feature selection based on mutual information with a new redundancy measure

(2015) Zhichun Wang et al.   INFORMATION SCIENCES

Integration of graph clustering with ant colony optimization for feature selection

(2015) Parham Moradi et al.   KNOWLEDGE-BASED SYSTEMS

Breast cancer diagnosis using GA feature selection and Rotation Forest

(2015) Emina Aličković et al.   NEURAL COMPUTING & APPLICATIONS

An advanced ACO algorithm for feature subset selection

(2015) Shima Kashef et al.   NEUROCOMPUTING

A survey on feature selection methods

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

Gene selection for cancer tumor detection using a novel memetic algorithm with a multi-view fitness function

(2013) A. Zibakhsh et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Genetic algorithm-based heuristic for feature selection in credit risk assessment

(2013) Stjepan Oreski et al.   EXPERT SYSTEMS WITH APPLICATIONS

Filter-based optimization techniques for selection of feature subsets in ensemble systems

(2013) Laura Emmanuella A. dos S. Santana et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

A two-stage feature selection method for text categorization by using information gain, principal component analysis and genetic algorithm

(2011) Harun Uğuz   KNOWLEDGE-BASED SYSTEMS

mr2PSO: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification

(2010) Alper Unler et al.   INFORMATION SCIENCES

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

(2009) Yumin Chen et al.   PATTERN RECOGNITION LETTERS