An enhanced binary Rat Swarm Optimizer based on local-best concepts of PSO and collaborative crossover operators for feature selection

White Shark Optimizer: A novel bio-inspired meta-heuristic algorithm for global optimization problems

(2022) Malik Braik et al.   KNOWLEDGE-BASED SYSTEMS

Metaheuristics with Deep Learning-Enabled Parkinson’s Disease Diagnosis and Classification Model

(2022) Adel A. Bahaddad et al.   Journal of Healthcare Engineering

A Review of the Modification Strategies of the Nature Inspired Algorithms for Feature Selection Problem

(2022) Ruba Abu Khurma et al.   Mathematics

Heat transfer relation-based optimization algorithm (HTOA)

(2021) Foad Asef et al.   Soft Computing

A novel swarm intelligence algorithm inspired by the grazing of sheep

(2021) Mahdi Esmailnia Kivi et al.   Journal of Ambient Intelligence and Humanized Computing

Multi-objective particle swarm optimization with adaptive strategies for feature selection

(2021) Fei Han et al.   Swarm and Evolutionary Computation

An Intensive and Comprehensive Overview of JAYA Algorithm, its Versions and Applications

(2021) Raed Abu Zitar et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Chameleon Swarm Algorithm: A bio-inspired optimizer for solving engineering design problems

(2021) Malik Shehadeh Braik   EXPERT SYSTEMS WITH APPLICATIONS

Gene selection for microarray data classification based on Gray Wolf Optimizer enhanced with TRIZ-inspired operators

(2021) Osama Ahmad Alomari et al.   KNOWLEDGE-BASED SYSTEMS

AIEOU: Automata-based improved equilibrium optimizer with U-shaped transfer function for feature selection

(2021) Shameem Ahmed et al.   KNOWLEDGE-BASED SYSTEMS

A novel meta-heuristic algorithm for solving numerical optimization problems: Ali Baba and the forty thieves

(2021) Malik Braik et al.   NEURAL COMPUTING & APPLICATIONS

Automated Brain Imaging Diagnosis and Classification Model using Rat Swarm Optimization with Deep Learning based Capsule Network

(2021) A. Vasantharaj et al.   International Journal of Image and Graphics

An efficient GBDTRSO control strategy for PV connected H-Bridge Nine Level MLI System with quasi-Z-source inverter

(2021) P. Meenalochini et al.   APPLIED SOFT COMPUTING

An intelligent chaotic clonal optimizer

(2021) Vahideh Sahargahi et al.   APPLIED SOFT COMPUTING

Binary Horse herd optimization algorithm with crossover operators for feature selection

(2021) Mohammed A. Awadallah et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A deep learning framework with an embedded-based feature selection approach for the early detection of the Alzheimer's disease

(2021) Nivedhitha Mahendran et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Advanced strategies on update mechanism of Sine Cosine Optimization Algorithm for feature selection in classification problems

(2021) Gizem Ataç Kale et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Coronavirus herd immunity optimizer with greedy crossover for feature selection in medical diagnosis

(2021) Mohammed Alweshah et al.   KNOWLEDGE-BASED SYSTEMS

An enhanced black widow optimization algorithm for feature selection

(2021) Gang Hu et al.   KNOWLEDGE-BASED SYSTEMS

B-MFO: A Binary Moth-Flame Optimization for Feature Selection from Medical Datasets

(2021) Mohammad H. Nadimi-Shahraki et al.   Computers

Chaotic binary Group Search Optimizer for feature selection

(2021) Laith Abualigah et al.   EXPERT SYSTEMS WITH APPLICATIONS

Hybrid Global Maximum Power Tracking Method With Partial Shading Detection Technique for PV Systems

(2021) Karam Khairullah Mohammed et al.   IEEE Journal of Emerging and Selected Topics in Power Electronics

A Fast Hybrid Feature Selection Based on Correlation-Guided Clustering and Particle Swarm Optimization for High-Dimensional Data

(2021) Xian-Fang Song et al.   IEEE Transactions on Cybernetics

An efficient Henry Gas Solubility Optimization for Feature Selection

(2020) Nabil Neggaz et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

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

A hybrid Harris Hawks optimization algorithm with simulated annealing for feature selection

(2020) Mohamed Abdel-Basset et al.   ARTIFICIAL INTELLIGENCE REVIEW

MetaFS: Performance assessment of biomarker discovery in metaproteomics

(2020) Jing Tang et al.   BRIEFINGS IN BIOINFORMATICS

Minimum redundancy maximum relevance (mRMR) based feature selection from endoscopic images for automatic gastrointestinal polyp detection

(2020) Mustain Billah et al.   MULTIMEDIA TOOLS AND APPLICATIONS

An improved Dragonfly Algorithm for feature selection

(2020) Abdelaziz I. Hammouri et al.   KNOWLEDGE-BASED SYSTEMS

Binary $$\beta$$-hill climbing optimizer with S-shape transfer function for feature selection

(2020) Mohammed Azmi Al-Betar et al.   Journal of Ambient Intelligence and Humanized Computing

A novel algorithm for global optimization: Rat Swarm Optimizer

(2020) Gaurav Dhiman et al.   Journal of Ambient Intelligence and Humanized Computing

An intelligent feature selection approach based on moth flame optimization for medical diagnosis

(2020) Ruba Abu Khurmaa et al.   NEURAL COMPUTING & APPLICATIONS

Binary biogeography-based optimization based SVM-RFE for feature selection

(2020) Dheeb Albashish et al.   APPLIED SOFT COMPUTING

Multiobjective Particle Swarm Optimization for Feature Selection With Fuzzy Cost

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

Feature selection using Binary Crow Search Algorithm with time varying flight length

(2020) Abhilasha Chaudhuri et al.   EXPERT SYSTEMS WITH APPLICATIONS

From ants to whales: metaheuristics for all tastes

(2019) Fernando Fausto et al.   ARTIFICIAL INTELLIGENCE REVIEW

Ensemble feature selection for high-dimensional data: a stability analysis across multiple domains

(2019) Barbara Pes   NEURAL COMPUTING & APPLICATIONS

An evolutionary gravitational search-based feature selection

(2019) Mohammad Taradeh et al.   INFORMATION SCIENCES

A TRIZ-inspired bat algorithm for gene selection in cancer classification

(2019) Mohammed Azmi Al-Betar et al.   GENOMICS

Gaussian mutational chaotic fruit fly-built optimization and feature selection

(2019) Xiang Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2019) Yong Zhang et al.   INFORMATION SCIENCES

Boosting salp swarm algorithm by sine cosine algorithm and disrupt operator for feature selection

(2019) Nabil Neggaz et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2018) Sebastián Maldonado et al.   APPLIED SOFT COMPUTING

Whale optimization approaches for wrapper feature selection

(2018) Majdi Mafarja et al.   APPLIED SOFT COMPUTING

An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems

(2018) Hossam Faris et al.   KNOWLEDGE-BASED SYSTEMS

Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems

(2018) Majdi Mafarja et al.   KNOWLEDGE-BASED SYSTEMS

Asynchronous accelerating multi-leader salp chains for feature selection

(2018) Ibrahim Aljarah et al.   APPLIED SOFT COMPUTING

Statistical Inference Relief (STIR) feature selection

(2018) Trang T Le et al.   BIOINFORMATICS

Binary Grasshopper Optimisation Algorithm Approaches for Feature Selection Problems

(2018) Majdi Mafarja et al.   EXPERT SYSTEMS WITH APPLICATIONS

Binary dragonfly optimization for feature selection using time-varying transfer functions

(2018) Majdi Mafarja et al.   KNOWLEDGE-BASED SYSTEMS

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

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

A return-cost-based binary firefly algorithm for feature selection

(2017) Yong Zhang et al.   INFORMATION SCIENCES

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

(2017) Majdi M. Mafarja et al.   NEUROCOMPUTING

Binary ant lion approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

An advanced ACO algorithm for feature subset selection

(2015) Shima Kashef et al.   NEUROCOMPUTING

A survey on evolutionary algorithms dynamics and its complexity – Mutual relations, past, present and future

(2015) Ivan Zelinka   Swarm and Evolutionary Computation

A survey on feature selection methods

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

Efficient ant colony optimization for image feature selection

(2012) Bolun Chen et al.   SIGNAL PROCESSING

Robust Relief-Feature Weighting, Margin Maximization, and Fuzzy Optimization

(2010) Zhaohong Deng et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

A Hybrid Feature Extraction Selection Approach for High-Dimensional Non-Gaussian Data Clustering

(2009) S. Boutemedjet et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A novel feature selection approach for biomedical data classification

(2009) Yonghong Peng et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Information-theoretic feature selection for functional data classification

(2009) Vanessa Gómez-Verdejo et al.   NEUROCOMPUTING

Performance of feature-selection methods in the classification of high-dimension data

(2008) Jianping Hua et al.   PATTERN RECOGNITION