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

Quantum based Whale Optimization Algorithm for wrapper feature selection

(2020) R.K. Agrawal et al.   APPLIED SOFT COMPUTING

Frequency based feature selection method using whale algorithm

(2019) Hossein Nematzadeh et al.   GENOMICS

Hybrid Particle Swarm Optimization with Spiral-Shaped Mechanism for Feature Selection

(2019) Ke Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature selection based on brain storm optimization for data classification

(2019) Farhad Pourpanah et al.   APPLIED SOFT COMPUTING

Harris hawks optimization: Algorithm and applications

(2019) Ali Asghar Heidari et al.   Future Generation Computer Systems-The International Journal of eScience

An evolutionary gravitational search-based feature selection

(2019) Mohammad Taradeh et al.   INFORMATION SCIENCES

Enhanced Moth-flame optimizer with mutation strategy for global optimization

(2019) Yueting Xu et al.   INFORMATION SCIENCES

Chaotic multi-swarm whale optimizer boosted support vector machine for medical diagnosis

(2019) Mingjing Wang et al.   APPLIED SOFT COMPUTING

An enhanced Bacterial Foraging Optimization and its application for training kernel extreme learning machine

(2019) Huiling Chen et al.   APPLIED SOFT COMPUTING

A new fusion of grey wolf optimizer algorithm with a two-phase mutation for feature selection

(2019) Mohamed Abdel-Basset et al.   EXPERT SYSTEMS WITH APPLICATIONS

Correlated Differential Privacy: Feature Selection in Machine Learning

(2019) Tao Zhang et al.   IEEE Transactions on Industrial Informatics

Information gain directed genetic algorithm wrapper feature selection for credit rating

(2018) Swati Jadhav et al.   APPLIED SOFT COMPUTING

Correlation feature selection based improved-Binary Particle Swarm Optimization for gene selection and cancer classification

(2018) Indu Jain et al.   APPLIED SOFT COMPUTING

Whale optimization approaches for wrapper feature selection

(2018) Majdi Mafarja et al.   APPLIED SOFT COMPUTING

Hybrid approach of improved binary particle swarm optimization and shuffled frog leaping for feature selection

(2018) S.P. Rajamohana et al.   COMPUTERS & ELECTRICAL ENGINEERING

MIC-based feature selection method for IoT data processing

(2018) Guanglu Sun et al.   Future Generation Computer Systems-The International Journal of eScience

Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data

(2018) Makoto Yamada et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

Feature selection in machine learning: A new perspective

(2018) Jie Cai et al.   NEUROCOMPUTING

Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection

(2018) Majdi M. Mafarja et al.   SOFT COMPUTING

Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm

(2018) Ibrahim Aljarah et al.   Cognitive Computation

An Industrial Internet of Things Feature Selection Method Based on Potential Entropy Evaluation Criteria

(2018) Long Zhao et al.   IEEE Access

Chaotic dragonfly algorithm: an improved metaheuristic algorithm for feature selection

(2018) Gehad Ismail Sayed et al.   APPLIED INTELLIGENCE

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

Controlled feature selection and compressive big data analytics: Applications to biomedical and health studies

(2018) Simeone Marino et al.   PLoS One

Improved salp swarm algorithm based on particle swarm optimization for feature selection

(2018) Rehab Ali Ibrahim et al.   Journal of Ambient Intelligence and Humanized Computing

Hybrid binary Coral Reefs Optimization algorithm with Simulated Annealing for Feature Selection in high-dimensional biomedical datasets

(2018) Chaokun Yan et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Chaos enhanced grey wolf optimization wrapped ELM for diagnosis of paraquat-poisoned patients

(2018) Xuehua Zhao et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Binary butterfly optimization approaches for feature selection

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

Firefly algorithm based feature selection for network intrusion detection

(2018) Selvakumar B et al.   COMPUTERS & SECURITY

Multi-strategy ensemble grey wolf optimizer and its application to feature selection

(2018) Qiang Tu et al.   APPLIED SOFT COMPUTING

A Nested Genetic Algorithm for feature selection in high-dimensional cancer Microarray datasets

(2018) Sabah Sayed et al.   EXPERT SYSTEMS WITH APPLICATIONS

Efficient feature selection method using real-valued grasshopper optimization algorithm

(2018) Arezoo Zakeri et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Feature-Based Learning System for Internet of Things Applications

(2018) Dapeng Wu et al.   IEEE Internet of Things Journal

Multi-class sentiment classification: The experimental comparisons of feature selection and machine learning algorithms

(2017) Yang Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Chaotic multi-verse optimizer-based feature selection

(2017) Ahmed A. Ewees et al.   NEURAL COMPUTING & APPLICATIONS

Feature selection via a novel chaotic crow search algorithm

(2017) Gehad Ismail Sayed et al.   NEURAL COMPUTING & APPLICATIONS

Toward an optimal kernel extreme learning machine using a chaotic moth-flame optimization strategy with applications in medical diagnoses

(2017) Mingjing Wang et al.   NEUROCOMPUTING

A Binary differential search algorithm for the 0–1 multidimensional knapsack problem

(2016) Jianjun Liu et al.   APPLIED MATHEMATICAL MODELLING

Evolving support vector machines using fruit fly optimization for medical data classification

(2016) Liming Shen et al.   KNOWLEDGE-BASED SYSTEMS

Modified cuckoo search algorithm with rough sets for feature selection

(2016) Mohamed Abd El Aziz et al.   NEURAL COMPUTING & APPLICATIONS

Binary ant lion approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Multi-Verse Optimizer: a nature-inspired algorithm for global optimization

(2015) Seyedali Mirjalili et al.   NEURAL COMPUTING & APPLICATIONS

Feature selection based on improved ant colony optimization for online detection of foreign fiber in cotton

(2014) Xuehua Zhao et al.   APPLIED SOFT COMPUTING

Binary bat algorithm

(2013) Seyedali Mirjalili et al.   NEURAL COMPUTING & APPLICATIONS

Adaptive computational chemotaxis based on field in bacterial foraging optimization

(2013) Xin Xu et al.   SOFT COMPUTING

A review of feature selection methods on synthetic data

(2012) Verónica Bolón-Canedo et al.   KNOWLEDGE AND INFORMATION SYSTEMS

S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization

(2012) Seyedali Mirjalili et al.   Swarm and Evolutionary Computation

A discrete particle swarm optimization method for feature selection in binary classification problems

(2010) Alper Unler et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

BGSA: binary gravitational search algorithm

(2009) Esmat Rashedi et al.   Natural Computing