Boolean Particle Swarm Optimization with various Evolutionary Population Dynamics approaches for feature selection problems

An effcient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection

(2021) Kashif Hussain et al.   EXPERT SYSTEMS WITH APPLICATIONS

Major Advances in Particle Swarm Optimization: Theory, Analysis, and Application

(2021) Essam H. Houssein et al.   Swarm and Evolutionary Computation

BHHO-TVS: A Binary Harris Hawks Optimizer with Time-Varying Scheme for Solving Data Classification Problems

(2021) Hamouda Chantar et al.   Applied Sciences-Basel

An efficient Henry Gas Solubility Optimization for Feature Selection

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

Particle swarm optimization based on dimensional learning strategy

(2019) Guiping Xu et al.   Swarm and Evolutionary Computation

A hierarchical simple particle swarm optimization with mean dimensional information

(2019) Hao-Ran Liu et al.   APPLIED SOFT COMPUTING

PSOG: Enhanced particle swarm optimization by a unit vector of first and second order gradient directions

(2019) Farzad Salajegheh et al.   Swarm and Evolutionary Computation

A novel directional and non-local-convergent particle swarm optimization based workflow scheduling in cloud–edge environment

(2019) Ying Xie et al.   Future Generation Computer Systems-The International Journal of eScience

Niching particle swarm optimization with equilibrium factor for multi-modal optimization

(2019) Yikai Li et al.   INFORMATION SCIENCES

Gaussian mutational chaotic fruit fly-built optimization and feature selection

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

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

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

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

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

(2018) Hongbin Dong et al.   APPLIED SOFT COMPUTING

Natural selection methods for Grey Wolf Optimizer

(2018) Mohammed Azmi Al-Betar et al.   EXPERT SYSTEMS WITH APPLICATIONS

A hybrid particle swarm optimizer with sine cosine acceleration coefficients

(2018) Ke Chen et al.   INFORMATION SCIENCES

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

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

MPSO: Modified particle swarm optimization and its applications

(2018) Dongping Tian et al.   Swarm and Evolutionary Computation

A fitness-based multi-role particle swarm optimization

(2018) Xuewen Xia et al.   Swarm and Evolutionary Computation

Fuzzy Self-Tuning PSO: A settings-free algorithm for global optimization

(2018) Marco S. Nobile et al.   Swarm and Evolutionary Computation

Asynchronous accelerating multi-leader salp chains for feature selection

(2018) Ibrahim Aljarah et al.   APPLIED SOFT COMPUTING

PSOSCALF: A new hybrid PSO based on sine cosine algorithm and Levy flight for solving optimization problems

(2018) Saeed Nezamivand Chegini et al.   APPLIED SOFT COMPUTING

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 clustering algorithm applied to the binarization of Swarm intelligence continuous metaheuristics

(2018) José García et al.   Swarm and Evolutionary Computation

Multiswarm heterogeneous binary PSO using win-win approach for improved feature selection in liver and kidney disease diagnosis

(2018) S. Gunasundari et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Binary butterfly optimization approaches for feature selection

(2018) Sankalap Arora 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

Wind-thermal power system dispatch using MLSAD model and GSOICLW algorithm

(2017) Y.Z. Li et al.   KNOWLEDGE-BASED SYSTEMS

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

(2017) Majdi M. Mafarja et al.   NEUROCOMPUTING

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Opposition chaotic fitness mutation based adaptive inertia weight BPSO for feature selection in text clustering

(2016) Kusum Kumari Bharti et al.   APPLIED SOFT COMPUTING

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

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

Velocity Bounded Boolean Particle Swarm Optimization for improved feature selection in liver and kidney disease diagnosis

(2016) S. Gunasundari et al.   EXPERT SYSTEMS WITH APPLICATIONS

Subspace learning-based graph regularized feature selection

(2016) Ronghua Shang et al.   KNOWLEDGE-BASED SYSTEMS

Self-representation based dual-graph regularized feature selection clustering

(2016) Ronghua Shang et al.   NEUROCOMPUTING

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

A binary clonal flower pollination algorithm for feature selection

(2016) Safinaz AbdEl-Fattah Sayed et al.   PATTERN RECOGNITION LETTERS

Impact of Chaos Functions on Modern Swarm Optimizers

(2016) E. Emary et al.   PLoS One

The Ant Lion Optimizer

(2015) Seyedali Mirjalili   ADVANCES IN ENGINEERING SOFTWARE

Improved particle swarm optimization algorithm and its application in text feature selection

(2015) Yonghe Lu et al.   APPLIED SOFT COMPUTING

Recent advances and emerging challenges of feature selection in the context of big data

(2015) V. Bolón-Canedo et al.   KNOWLEDGE-BASED SYSTEMS

Accelerating wrapper-based feature selection with K-nearest-neighbor

(2015) Aiguo Wang et al.   KNOWLEDGE-BASED SYSTEMS

Feature selection algorithm based on bare bones particle swarm optimization

(2015) Yong Zhang et al.   NEUROCOMPUTING

Automatic image annotation using feature selection based on improving quantum particle swarm optimization

(2015) Cong Jin et al.   SIGNAL PROCESSING

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Evolutionary population dynamics and grey wolf optimizer

(2014) Shahrzad Saremi et al.   NEURAL COMPUTING & APPLICATIONS

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

(2013) Bing Xue et al.   APPLIED SOFT COMPUTING

A survey on feature selection methods

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

Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders

(2013) Abdulhamit Subasi   COMPUTERS IN BIOLOGY AND MEDICINE

A survey on optimization metaheuristics

(2013) Ilhem Boussaïd et al.   INFORMATION SCIENCES

CAPSO: Centripetal accelerated particle swarm optimization

(2013) Zahra Beheshti et al.   INFORMATION SCIENCES

A semi-supervised feature ranking method with ensemble learning

(2012) Fazia Bellal et al.   PATTERN RECOGNITION LETTERS

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

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

Improved binary particle swarm optimization using catfish effect for feature selection

(2011) Li-Yeh Chuang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

(2011) Joaquín Derrac 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

Particle swarm optimisation based video abstraction

(2010) Magda B. Fayk et al.   Journal of Advanced Research

Simplifying Particle Swarm Optimization

(2009) M.E.H. Pedersen et al.   APPLIED SOFT COMPUTING

Chaotic maps based on binary particle swarm optimization for feature selection

(2009) Li-Yeh Chuang et al.   APPLIED SOFT COMPUTING

Thinned Planar Array Design Using Boolean PSO With Velocity Mutation

(2009) K.V. Deligkaris et al.   IEEE TRANSACTIONS ON MAGNETICS

Text feature selection using ant colony optimization

(2008) Mehdi Hosseinzadeh Aghdam et al.   EXPERT SYSTEMS WITH APPLICATIONS

Subspace based feature selection for pattern recognition

(2008) Serkan Gunal et al.   INFORMATION SCIENCES

Improved binary PSO for feature selection using gene expression data

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