Feature selection method based on hybrid data transformation and binary binomial cuckoo search

Frequency based feature selection method using whale algorithm

(2019) Hossein Nematzadeh et al.   GENOMICS

Artificial gravitational cuckoo search algorithm along with particle bee optimized associative memory neural network for feature selection in heart disease classification

(2019) Vijayashree Jayaraman et al.   Journal of Ambient Intelligence and Humanized Computing

Feature Selection Method Based on Grey Wolf Optimization and Simulated Annealing

(2019) Avinash C. Pandey et al.   Recent Advances in Computer Science and Communications

A novel chaotic salp swarm algorithm for global optimization and feature selection

(2018) Gehad Ismail Sayed et al.   APPLIED INTELLIGENCE

Grading glioma by radiomics with feature selection based on mutual information

(2018) Yaping Wu et al.   Journal of Ambient Intelligence and Humanized Computing

Binary Grasshopper Optimisation Algorithm Approaches for Feature Selection Problems

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

Application of improved chaos theory genetic multi feature matching algorithm in patent retrieval

(2018) Feng Feng et al.   Journal of Ambient Intelligence and Humanized Computing

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

Twitter sentiment analysis using hybrid cuckoo search method

(2017) Avinash Chandra Pandey et al.   INFORMATION PROCESSING & MANAGEMENT

Feature selection via a novel chaotic crow search algorithm

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

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

(2017) Majdi M. Mafarja et al.   NEUROCOMPUTING

Subspace clustering guided unsupervised feature selection

(2017) Pengfei Zhu et al.   PATTERN RECOGNITION

An intelligent lung cancer diagnosis system using cuckoo search optimization and support vector machine classifier

(2017) M. Prabukumar et al.   Journal of Ambient Intelligence and Humanized Computing

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

An improved global feature selection scheme for text classification

(2016) Alper Kursat Uysal   EXPERT SYSTEMS WITH APPLICATIONS

A Survey on Evolutionary Computation Approaches to Feature Selection

(2016) Bing Xue et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Hybrid Feature Selection Scheme for Reducing Diagnostic Performance Deterioration Caused by Outliers in Data-Driven Diagnostics

(2016) Myeongsu Kang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Toward Optimal Feature Selection in Naive Bayes for Text Categorization

(2016) Bo Tang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

Principal component analysis: a review and recent developments

(2016) Ian T. Jolliffe et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Feature selection for high-dimensional classification using a competitive swarm optimizer

(2016) Shenkai Gu et al.   SOFT COMPUTING

An evaluation of classifier-specific filter measure performance for feature selection

(2015) Cecille Freeman et al.   PATTERN RECOGNITION

Semisupervised Feature Selection via Spline Regression for Video Semantic Recognition

(2015) Yahong Han et al.   IEEE Transactions on Neural Networks and Learning Systems

Feature Selection Based on Dependency Margin

(2015) Yong Liu et al.   IEEE Transactions on Cybernetics

Genetic programming for feature construction and selection in classification on high-dimensional data

(2015) Binh Tran et al.   Memetic Computing

Independent component analysis and clustering for pollution data

(2014) Asis Kumar Chattopadhyay et al.   ENVIRONMENTAL AND ECOLOGICAL STATISTICS

Feature selection and classification of leukocytes using random forest

(2014) Mukesh Saraswat et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

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

A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest

(2013) Douglas Rodrigues et al.   EXPERT SYSTEMS WITH APPLICATIONS

Self-adaptive differential evolution for feature selection in hyperspectral image data

(2012) Ashish Ghosh et al.   APPLIED SOFT COMPUTING

Independent Principal Component Analysis for biologically meaningful dimension reduction of large biological data sets

(2012) Fangzhou Yao et al.   BMC BIOINFORMATICS

A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis

(2012) C. Lazar et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

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

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

A two-stage feature selection method for text categorization by using information gain, principal component analysis and genetic algorithm

(2011) Harun Uğuz   KNOWLEDGE-BASED SYSTEMS

On the Complexity of Discrete Feature Selection for Optimal Classification

(2010) Jose M Peña et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Two cooperative ant colonies for feature selection using fuzzy models

(2009) Susana M. Vieira et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Randomized Algorithm for Principal Component Analysis

(2009) Vladimir Rokhlin et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Simultaneous feature selection and parameter optimisation using an artificial ant colony: case study of melting point prediction

(2008) Noel M O'Boyle et al.   Chemistry Central Journal

Biogeography-Based Optimization

(2008) D. Simon   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Complex ICA by Negentropy Maximization

(2008) M. Novey et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

An efficient ant colony optimization approach to attribute reduction in rough set theory

(2008) Liangjun Ke et al.   PATTERN RECOGNITION LETTERS

Improved binary PSO for feature selection using gene expression data

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

Feature selection to diagnose a business crisis by using a real GA-based support vector machine: An empirical study

(2007) Liang-Hsuan Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS