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

Solving text clustering problem using a memetic differential evolution algorithm

(2020) Hossam M. J. Mustafa et al.   PLoS One

An improved Dragonfly Algorithm for feature selection

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

A hybrid fuzzy feature selection algorithm for high-dimensional regression problems: An mRMR-based framework

(2020) Fatemeh Aghaeipoor et al.   EXPERT SYSTEMS WITH APPLICATIONS

A GA based hierarchical feature selection approach for handwritten word recognition

(2019) Samir Malakar et al.   NEURAL COMPUTING & APPLICATIONS

Gas chimney and hydrocarbon detection using combined BBO and artificial neural network with hybrid seismic attributes

(2019) J. Ramya et al.   SOFT COMPUTING

Digital currency forecasting with chaotic meta-heuristic bio-inspired signal processing techniques

(2019) Aytaç Altan et al.   CHAOS SOLITONS & FRACTALS

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

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

A novel hybrid algorithm based on Biogeography-Based Optimization and Grey Wolf Optimizer

(2018) Xinming Zhang et al.   APPLIED SOFT COMPUTING

Whale optimization approaches for wrapper feature selection

(2018) Majdi Mafarja et al.   APPLIED SOFT COMPUTING

Absolute cosine-based SVM-RFE feature selection method for prostate histopathological grading

(2018) Shahnorbanun Sahran et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Network intrusion detection system based on recursive feature addition and bigram technique

(2018) Tarfa Hamed et al.   COMPUTERS & SECURITY

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

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

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

A new feature selection method to improve the document clustering using particle swarm optimization algorithm

(2018) Laith Mohammad Abualigah et al.   Journal of Computational Science

A Hybrid Genetic Algorithm With Wrapper-Embedded Approaches for Feature Selection

(2018) Xiao-Ying Liu et al.   IEEE Access

Asynchronous accelerating multi-leader salp chains for feature selection

(2018) Ibrahim Aljarah et al.   APPLIED SOFT COMPUTING

Binary Grasshopper Optimisation Algorithm Approaches for Feature Selection Problems

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

Differential evolution for feature selection: a fuzzy wrapper–filter approach

(2018) Emrah Hancer   SOFT COMPUTING

GA-SVM based feature selection and parameter optimization in hospitalization expense modeling

(2018) Zhou Tao et al.   APPLIED SOFT COMPUTING

Efficient feature selection method using real-valued grasshopper optimization algorithm

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

Challenges of Feature Selection for Big Data Analytics

(2017) Jundong Li et al.   IEEE INTELLIGENT SYSTEMS

Ensemble feature selection using bi-objective genetic algorithm

(2017) Asit K Das et al.   KNOWLEDGE-BASED SYSTEMS

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

(2017) Majdi M. Mafarja et al.   NEUROCOMPUTING

A hybrid feature selection algorithm for gene expression data classification

(2017) Huijuan Lu et al.   NEUROCOMPUTING

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

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

Gene selection using information gain and improved simplified swarm optimization

(2016) Chyh-Ming Lai et al.   NEUROCOMPUTING

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Enhanced Biogeography-based Optimization: A New Method for Size and Shape Optimization of Truss Structures with Natural Frequency Constraints

(2016) Seyed Heja Seyed Taheri et al.   Latin American Journal of Solids and Structures

A Biogeography-Based Optimization Algorithm Hybridized with Tabu Search for the Quadratic Assignment Problem

(2016) Wee Loon Lim et al.   Computational Intelligence and Neuroscience

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

(2015) Yonghe Lu et al.   APPLIED SOFT COMPUTING

A multi-objective evolutionary algorithm for feature selection based on mutual information with a new redundancy measure

(2015) Zhichun Wang et al.   INFORMATION SCIENCES

An advanced ACO algorithm for feature subset selection

(2015) Shima Kashef et al.   NEUROCOMPUTING

Feature selection and analysis on correlated gas sensor data with recursive feature elimination

(2015) Ke Yan et al.   SENSORS AND ACTUATORS B-CHEMICAL

Hybrid of binary gravitational search algorithm and mutual information for feature selection in intrusion detection systems

(2015) Hamid Bostani et al.   SOFT COMPUTING

Grey Wolf Optimizer

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

Multiobjective Binary Biogeography Based Optimization for Feature Selection Using Gene Expression Data

(2014) Xiangtao Li et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

Feature selection for high-dimensional class-imbalanced data sets using Support Vector Machines

(2014) Sebastián Maldonado et al.   INFORMATION SCIENCES

Let a biogeography-based optimizer train your Multi-Layer Perceptron

(2014) Seyedali Mirjalili et al.   INFORMATION SCIENCES

A survey on feature selection methods

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

Genetic algorithm-based heuristic for feature selection in credit risk assessment

(2013) Stjepan Oreski et al.   EXPERT SYSTEMS WITH APPLICATIONS

Raman spectra exploring breast tissues: Comparison of principal component analysis and support vector machine-recursive feature elimination

(2013) Chengxu Hu et al.   MEDICAL PHYSICS

Attribute selection method based on a hybrid BPNN and PSO algorithms

(2012) Cong Jin et al.   APPLIED SOFT COMPUTING

A Gene Selection Method for Cancer Classification

(2012) Xiaodong Wang et al.   Computational and Mathematical Methods in Medicine

ITERATIVE FEATURE PERTURBATION AS A GENE SELECTOR FOR MICROARRAY DATA

(2012) JUANA CANUL-REICH et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Feature evaluation and selection with cooperative game theory

(2012) Xin Sun et al.   PATTERN RECOGNITION

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Improving the ranking quality of medical image retrieval using a genetic feature selection method

(2011) Sérgio Francisco da Silva et al.   DECISION SUPPORT SYSTEMS

Normalized Mutual Information Feature Selection

(2009) P.A. Estevez et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Feature selection for text classification with Naïve Bayes

(2008) Jingnian Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Biogeography-Based Optimization

(2008) D. Simon   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION