A hybrid filter-wrapper feature selection using Fuzzy KNN based on Bonferroni mean for medical datasets classification: A COVID-19 case study

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

(2022) Mohammed A. Awadallah et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study

(2022) Mohammad H. Nadimi-Shahraki et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A binary Bi-phase mutation-based hybrid Equilibrium Optimizer for feature selection in medical datasets classification

(2022) Amukta Malyada Vommi et al.   COMPUTERS & ELECTRICAL ENGINEERING

A novel Chaotic Equilibrium Optimizer Algorithm with S-shaped and V-shaped transfer functions for feature selection

(2021) Gehad Ismail Sayed et al.   Journal of Ambient Intelligence and Humanized Computing

Binary Horse herd optimization algorithm with crossover operators for feature selection

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

Hybrid filter-wrapper feature selection using whale optimization algorithm: A multi-objective approach

(2021) Adel Got et al.   EXPERT SYSTEMS WITH APPLICATIONS

Efficient high-dimension feature selection based on enhanced equilibrium optimizer

(2021) Salima Ouadfel et al.   EXPERT SYSTEMS WITH APPLICATIONS

Metaheuristic Search Based Feature Selection Methods for Classification of Cancer

(2021) L. Meenachi et al.   PATTERN RECOGNITION

A novel equilibrium optimization algorithm for multi-thresholding image segmentation problems

(2020) Mohamed Abdel-Basset et al.   NEURAL COMPUTING & APPLICATIONS

Slime mould algorithm: A new method for stochastic optimization

(2020) Shimin Li et al.   Future Generation Computer Systems-The International Journal of eScience

General Learning Equilibrium Optimizer: A New Feature Selection Method for Biological Data Classification

(2020) Jingwei Too et al.   APPLIED ARTIFICIAL INTELLIGENCE

A new fuzzy k-nearest neighbor classifier based on the Bonferroni mean

(2020) Mahinda Mailagaha Kumbure et al.   PATTERN RECOGNITION LETTERS

A Hybrid Gene Selection Method Based on ReliefF and Ant Colony Optimization Algorithm for Tumor Classification

(2019) Lin Sun et al.   Scientific Reports

Equilibrium optimizer: A novel optimization algorithm

(2019) Afshin Faramarzi et al.   KNOWLEDGE-BASED SYSTEMS

Whale optimization approaches for wrapper feature selection

(2018) Majdi Mafarja et al.   APPLIED SOFT COMPUTING

A very optimistic method of minimization (VOMMI) for unconstrained problems

(2018) Vijaya Babu Vommi et al.   INFORMATION SCIENCES

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

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

Genetic algorithm based cancerous gene identification from microarray data using ensemble of filter methods

(2018) Manosij Ghosh et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

A Multi-objective hybrid filter-wrapper evolutionary approach for feature selection

(2018) Marwa Hammami et al.   Memetic Computing

Opposition-based moth flame optimization with Cauchy mutation and evolutionary boundary constraint handling for global optimization

(2018) Saunhita Sapre et al.   SOFT COMPUTING

Ensembles for feature selection: A review and future trends

(2018) Verónica Bolón-Canedo et al.   Information Fusion

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

An experimental comparison of feature selection methods on two-class biomedical datasets

(2015) P. Drotár et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Similarity of feature selection methods: An empirical study across data intensive classification tasks

(2015) Nicoletta Dessì et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel wrapper method for feature selection and its applications

(2015) Gang Chen et al.   NEUROCOMPUTING

Grey Wolf Optimizer

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

Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI

(2013) Darya Chyzhyk et al.   NEUROCOMPUTING

Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches

(2010) Chih-Fong Tsai et al.   DECISION SUPPORT SYSTEMS

mr2PSO: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification

(2010) Alper Unler et al.   INFORMATION SCIENCES