A new hybrid feature selection based on Improved Equilibrium Optimization

Feature selection based on a crow search algorithm for big data classification

(2021) Niam Abdulmunim Al-Thanoon et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

An efficient Henry Gas Solubility Optimization for Feature Selection

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

Embedded chaotic whale survival algorithm for filter–wrapper feature selection

(2020) Ritam Guha et al.   SOFT COMPUTING

A multi-objective artificial butterfly optimization approach for feature selection

(2020) Douglas Rodrigues et al.   APPLIED SOFT COMPUTING

Improving grasshopper optimization algorithm for hyperparameters estimation and feature selection in support vector regression

(2020) Zakariya Yahya Algamal et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

A novel quantum grasshopper optimization algorithm for feature selection

(2020) Dong Wang et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Advances of machine learning in molecular modeling and simulation

(2019) Mojtaba Haghighatlari et al.   Current Opinion in Chemical Engineering

A novel hybrid wrapper–filter approach based on genetic algorithm, particle swarm optimization for feature subset selection

(2019) Fateme Moslehi et al.   Journal of Ambient Intelligence and Humanized Computing

Harris hawks optimization: Algorithm and applications

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

A new improved filter-based feature selection model for high-dimensional data

(2019) Deepak Raj Munirathinam et al.   JOURNAL OF SUPERCOMPUTING

Equilibrium optimizer: A novel optimization algorithm

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

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

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

Improved Salp Swarm Algorithm based on opposition based learning and novel local search algorithm for feature selection

(2019) Mohammad Tubishat et al.   EXPERT SYSTEMS WITH APPLICATIONS

Whale optimization approaches for wrapper feature selection

(2018) Majdi Mafarja et al.   APPLIED SOFT COMPUTING

Recent applications of machine learning in medicinal chemistry

(2018) Jane Panteleev et al.   BIOORGANIC & MEDICINAL CHEMISTRY LETTERS

Relief-Based Feature Selection: Introduction and Review

(2018) Ryan J. Urbanowicz et al.   JOURNAL OF BIOMEDICAL INFORMATICS

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

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

Improved whale optimization algorithm for feature selection in Arabic sentiment analysis

(2018) Mohammad Tubishat et al.   APPLIED INTELLIGENCE

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

(2018) Qiang Tu et al.   APPLIED SOFT COMPUTING

Chaotic multi-verse optimizer-based feature selection

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

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

(2017) Majdi M. Mafarja et al.   NEUROCOMPUTING

A hybrid algorithm using ant and bee colony optimization for feature selection and classification (AC-ABC Hybrid)

(2017) P. Shunmugapriya et al.   Swarm and Evolutionary Computation

Data-driven research on chemical features of Jingdezhen and Longquan celadon by energy dispersive X-ray fluorescence

(2016) Ziyang He et al.   CERAMICS INTERNATIONAL

SCA: A Sine Cosine Algorithm for solving optimization problems

(2016) Seyedali Mirjalili   KNOWLEDGE-BASED SYSTEMS

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems

(2015) Seyedali Mirjalili   NEURAL COMPUTING & APPLICATIONS

Grey Wolf Optimizer

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

Quantitative Structure–Activity Relationship Models for Ready Biodegradability of Chemicals

(2013) Kamel Mansouri et al.   Journal of Chemical Information and Modeling

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

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

Ant colony optimization-based feature selection method for surface electromyography signals classification

(2011) Hu Huang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A new local search based hybrid genetic algorithm for feature selection

(2011) Md. Monirul Kabir et al.   NEUROCOMPUTING

Chaotic maps based on binary particle swarm optimization for feature selection

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

Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power

(2009) Salvador García et al.   INFORMATION SCIENCES

Feature subset selection in large dimensionality domains

(2009) Iffat A. Gheyas et al.   PATTERN RECOGNITION

Information-Theoretic Feature Selection in Microarray Data Using Variable Complementarity

(2008) Patrick Emmanuel Meyer et al.   IEEE Journal of Selected Topics in Signal Processing