A particle swarm optimization based multiobjective memetic algorithm for high-dimensional feature selection

A random forest assisted evolutionary algorithm using competitive neighborhood search for expensive constrained combinatorial optimization

(2021) Lei Han et al.   Memetic Computing

Evolutionary Transfer Optimization - A New Frontier in Evolutionary Computation Research

(2021) Kay Chen Tan et al.   IEEE Computational Intelligence Magazine

MLFS-CCDE: multi-objective large-scale feature selection by cooperative coevolutionary differential evolution

(2021) Haoran Li et al.   Memetic Computing

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

Multiobjective Particle Swarm Optimization for Feature Selection With Fuzzy Cost

(2020) Ying Hu et al.   IEEE Transactions on Cybernetics

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

(2020) Yu Zhou et al.   Swarm and Evolutionary Computation

Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification

(2019) Yu Xue et al.   ACM Transactions on Knowledge Discovery from Data

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

Improved Salp Swarm Algorithm based on opposition based learning and novel local search algorithm for feature selection

(2019) Mohammad Tubishat et al.   EXPERT SYSTEMS WITH APPLICATIONS

An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems

(2019) Ye Tian et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A New Representation in PSO for Discretization-Based Feature Selection

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

Non-Negative Spectral Learning and Sparse Regression-Based Dual-Graph Regularized Feature Selection

(2018) Ronghua Shang et al.   IEEE Transactions on Cybernetics

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

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

A Pareto-Based Sparse Subspace Learning Framework

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

An Evolutionary Transfer Reinforcement Learning Framework for Multiagent Systems

(2017) Yaqing Hou et al.   IEEE TRANSACTIONS ON 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

A Survey on Evolutionary Computation Approaches to Feature Selection

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

Learning Subspace-Based RBFNN Using Coevolutionary Algorithm for Complex Classification Tasks

(2016) Jin Tian et al.   IEEE Transactions on Neural Networks and Learning Systems

Adaptive Replacement Strategies for MOEA/D

(2016) Zhenkun Wang et al.   IEEE Transactions on Cybernetics

A memetic algorithm with support vector machine for feature selection and classification

(2015) Messaouda Nekkaa et al.   Memetic Computing

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

(2013) Bing Xue et al.   APPLIED 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 novel hybrid feature selection via Symmetrical Uncertainty ranking based local memetic search algorithm

(2010) S. Senthamarai Kannan et al.   KNOWLEDGE-BASED SYSTEMS

A distributed PSO–SVM hybrid system with feature selection and parameter optimization

(2007) Cheng-Lung Huang et al.   APPLIED SOFT COMPUTING

Improved binary PSO for feature selection using gene expression data

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