A Binary Individual Search Strategy-based Bi-objective Evolutionary Algorithm for High-dimensional Feature Selection

Differential Evolution-Based Feature Selection: A Niching-Based Multiobjective Approach

(2022) Peng Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Gene Targeting Differential Evolution: A Simple and Efficient Method for Large-Scale Optimization

(2022) Zi-Jia Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

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

(2021) Omid Tarkhaneh et al.   INFORMATION SCIENCES

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

(2021) Haoran Li et al.   Memetic Computing

A survey on evolutionary computation for complex continuous optimization

(2021) Zhi-Hui Zhan et al.   ARTIFICIAL INTELLIGENCE REVIEW

SAFE: Scale-Adaptive Fitness Evaluation Method for Expensive Optimization Problems

(2021) Sheng-Hao Wu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Two-Stage Data-Driven Evolutionary Optimization for High-Dimensional Expensive Problems

(2021) Huixiang Zhen et al.   IEEE Transactions on Cybernetics

New filter approaches for feature selection using differential evolution and fuzzy rough set theory

(2020) Emrah Hancer   NEURAL COMPUTING & APPLICATIONS

Fuzzy conformable fractional differential equations: novel extended approach and new numerical solutions

(2020) Omar Abu Arqub et al.   SOFT COMPUTING

A survey on swarm intelligence approaches to feature selection in data mining

(2020) Bach Hoai Nguyen et al.   Swarm and Evolutionary Computation

Many-objective optimization of feature selection based on two-level particle cooperation

(2020) Yu Zhou et al.   INFORMATION SCIENCES

Feature Selection Using Fuzzy Neighborhood Entropy-Based Uncertainty Measures for Fuzzy Neighborhood Multigranulation Rough Sets

(2020) Lin Sun et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

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

(2020) Yu Zhou et al.   INFORMATION SCIENCES

Ant colony optimization for text feature selection in sentiment analysis

(2019) Siti Rohaidah Ahmad et al.   Intelligent Data Analysis

A filter-based bare-bone particle swarm optimization algorithm for unsupervised feature selection

(2019) Yong Zhang et al.   APPLIED INTELLIGENCE

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

(2019) Yong Zhang et al.   INFORMATION SCIENCES

Novel Interactive Preference-Based Multiobjective Evolutionary Optimization for Bolt Supporting Networks

(2019) Yi-Nan Guo et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Ant Colony Optimization for the Control of Pollutant Spreading on Social Networks

(2019) Wei-Neng Chen et al.   IEEE Transactions on Cybernetics

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

(2018) Hongbin Dong et al.   APPLIED SOFT COMPUTING

A tri-objective differential evolution approach for multimodal optimization

(2018) Wei-Jie Yu et al.   INFORMATION SCIENCES

An improved feature selection algorithm based on graph clustering and ant colony optimization

(2018) Hojat Ghimatgar et al.   KNOWLEDGE-BASED SYSTEMS

Efficient and merged biogeography-based optimization algorithm for global optimization problems

(2018) Xinming Zhang et al.   SOFT COMPUTING

A New Representation in PSO for Discretization-Based Feature Selection

(2018) Binh Tran 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

Differential mutation and novel social learning particle swarm optimization algorithm

(2018) Xinming Zhang et al.   INFORMATION SCIENCES

Challenges of Feature Selection for Big Data Analytics

(2017) Jundong Li et al.   IEEE INTELLIGENT SYSTEMS

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

Ensemble feature selection using bi-objective genetic algorithm

(2017) Asit K Das et al.   KNOWLEDGE-BASED SYSTEMS

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

(2017) Ayan Das et al.   PATTERN RECOGNITION LETTERS

Average Convergence Rate of Evolutionary Algorithms

(2016) Jun He et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Application of reproducing kernel algorithm for solving second-order, two-point fuzzy boundary value problems

(2016) Omar Abu Arqub et al.   SOFT COMPUTING

An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization

(2015) Xingyi Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Multi-Objective Feature Subset Selection using Non-dominated Sorting Genetic Algorithm

(2015) A. Khan et al.   Journal of Applied Research and Technology

Adaptation of reproducing kernel algorithm for solving fuzzy Fredholm–Volterra integrodifferential equations

(2015) Omar Abu Arqub   NEURAL COMPUTING & APPLICATIONS

Numerical solution of systems of second-order boundary value problems using continuous genetic algorithm

(2014) Omar Abu Arqub et al.   INFORMATION SCIENCES

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

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