Multiobjective optimization algorithm with dynamic operator selection for feature selection in high-dimensional classification

A feature selection approach based on NSGA-II with ReliefF

(2023) Yu Xue et al.   APPLIED SOFT COMPUTING

A high-dimensional feature selection method based on modified Gray Wolf Optimization

(2023) Hongyu Pan et al.   APPLIED SOFT COMPUTING

An Evolutionary Multitasking Algorithm With Multiple Filtering for High-Dimensional Feature Selection

(2023) Lingjie Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A new adaptive decomposition-based evolutionary algorithm for multi- and many-objective optimization

(2022) Chunteng Bao et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Novel Wrapper-Based Feature Subset Selection Method using Modified Binary Differential Evolution Algorithm

(2021) Omid Tarkhaneh et al.   INFORMATION SCIENCES

A hypervolume distribution entropy guided computation resource allocation mechanism for the multiobjective evolutionary algorithm based on decomposition

(2021) Zhao Wang et al.   APPLIED SOFT COMPUTING

Multiobjective Optimization-Aided Decision-Making System for Large-Scale Manufacturing Planning

(2021) Zhenkun Wang et al.   IEEE Transactions on Cybernetics

What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-based Evolutionary Multiobjective Optimisation

(2020) Miqing Li et al.   EVOLUTIONARY COMPUTATION

A subregion division based multi-objective evolutionary algorithm for SVM training set selection

(2020) Fan Cheng et al.   NEUROCOMPUTING

Feature selection based on regularization of sparsity based regression models by hesitant fuzzy correlation

(2020) Mahla Mokhtia et al.   APPLIED SOFT COMPUTING

Multi-objective optimization using self-organizing decomposition and its application to crashworthiness design

(2020) Lingjie Li et al.   APPLIED SOFT COMPUTING

A problem-specific non-dominated sorting genetic algorithm for supervised feature selection

(2020) Yu Zhou et al.   INFORMATION SCIENCES

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

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

Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks

(2020) Ye Tian et al.   IEEE Transactions on Cybernetics

Strong approximate Markov blanket and its application on filter-based feature selection

(2019) Zhongsheng Hua 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

A Framework to Handle Multimodal Multiobjective Optimization in Decomposition-Based Evolutionary Algorithms

(2019) Ryoji Tanabe et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Dealing with high-dimensional class-imbalanced datasets: Embedded feature selection for SVM classification

(2018) Sebastián Maldonado et al.   APPLIED SOFT COMPUTING

A New Representation in PSO for Discretization-Based Feature Selection

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

Sparse Graph Embedding Unsupervised Feature Selection

(2018) Shiping Wang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Variable-Length Particle Swarm Optimisation for Feature Selection on High-Dimensional Classification

(2018) Binh Tran et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Generator for Multiobjective Test Problems with Difficult-to-Approximate Pareto Front Boundaries

(2018) Zhenkun Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex Networks

(2018) Xingyi Zhang et al.   IEEE Transactions on Cybernetics

Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes]

(2017) Xingyi Zhang et al.   IEEE Computational Intelligence Magazine

LLE Score: A New Filter-Based Unsupervised Feature Selection Method Based on Nonlinear Manifold Embedding and Its Application to Image Recognition

(2017) Chao Yao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

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

Decomposition-Based-Sorting and Angle-Based-Selection for Evolutionary Multiobjective and Many-Objective Optimization

(2017) Xinye Cai et al.   IEEE Transactions on Cybernetics

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

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

New mechanism for archive maintenance in PSO-based multi-objective feature selection

(2016) Hoai Bach Nguyen et al.   SOFT COMPUTING

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

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

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

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

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

A new local search based hybrid genetic algorithm for feature selection

(2011) Md. Monirul Kabir et al.   NEUROCOMPUTING

Improved binary PSO for feature selection using gene expression data

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