Clustering-based hybrid feature selection approach for high dimensional microarray data

Feature selection and classification for gene expression data using novel correlation based overlapping score method via Chou’s 5-steps rule

(2020) Abdul Wahid et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Differential evolution and ACO based global optimal feature selection with fuzzy rough set for cancer data classification

(2020) L. Meenachi et al.   SOFT COMPUTING

Variable-Size Cooperative Coevolutionary Particle Swarm Optimization for Feature Selection on High-Dimensional Data

(2020) Xian-Fang Song et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Multiobjective Particle Swarm Optimization for Feature Selection With Fuzzy Cost

(2020) Ying Hu et al.   IEEE Transactions on Cybernetics

Classification of patients with bipolar disorder using k-means clustering

(2019) Lorena de la Fuente-Tomas et al.   PLoS One

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

Binary differential evolution with self-learning for multi-objective feature selection

(2019) Yong Zhang et al.   INFORMATION SCIENCES

Distributed feature selection: A hesitant fuzzy correlation concept for microarray high-dimensional datasets

(2018) Mohammad Kazem Ebrahimpour et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

CCFS: A cooperating coevolution technique for large scale feature selection on microarray datasets

(2018) Mohammad K. Ebrahimpour et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

A data mining framework based on boundary-points for gene selection from DNA-microarrays: Pancreatic Ductal Adenocarcinoma as a case study

(2018) Juan Ramos et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Recursive Memetic Algorithm for Gene Selection in Microarray Data

(2018) Manosij Ghosh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Cellular Automata-based Improved Ant Colony-based Optimization Algorithm for mitigating DDoS attacks in VANETs

(2018) K. Deepa Thilak et al.   Future Generation Computer Systems-The International Journal of eScience

Gene selection for tumor classification using a novel bio-inspired multi-objective approach

(2018) M. Dashtban et al.   GENOMICS

Gene selection using hybrid binary black hole algorithm and modified binary particle swarm optimization

(2018) Elnaz Pashaei et al.   GENOMICS

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

(2018) Marwa Hammami et al.   Memetic Computing

A two-stage gene selection method for biomarker discovery from microarray data for cancer classification

(2018) Alok Kumar Shukla et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Partial maximum correlation information: A new feature selection method for microarray data classification

(2018) Mingshun Yuan et al.   NEUROCOMPUTING

Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine

(2018) Chuanze Kang et al.   JOURNAL OF THEORETICAL BIOLOGY

Gene selection for microarray cancer classification using a new evolutionary method employing artificial intelligence concepts

(2017) M. Dashtban et al.   GENOMICS

A Gene Selection Method for Microarray Data Based on Binary PSO Encoding Gene-to-Class Sensitivity Information

(2017) Fei Han et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Multi-Objective Particle Swarm Optimization Approach for Cost-Based Feature Selection in Classification

(2017) Yong Zhang et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Predicting cancer subtypes from microarray data using semi-supervised fuzzy C-means algorithm

(2017) P.S. Deepthi et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

EDDE–LNS: a new hybrid ensemblist approach for feature selection

(2017) Wassila Guendouzi et al.   Memetic Computing

Two hybrid wrapper-filter feature selection algorithms applied to high-dimensional microarray experiments

(2016) Javier Apolloni et al.   APPLIED SOFT COMPUTING

A novel feature extraction approach based on ensemble feature selection and modified discriminant independent component analysis for microarray data classification

(2016) Maryam Mollaee et al.   Biocybernetics and Biomedical Engineering

A hybrid gene selection approach for microarray data classification using cellular learning automata and ant colony optimization

(2016) Fatemeh Vafaee Sharbaf et al.   GENOMICS

Supervised, Unsupervised, and Semi-Supervised Feature Selection: A Review on Gene Selection

(2016) Jun Chin Ang et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Genetic Bee Colony (GBC) algorithm: A new gene selection method for microarray cancer classification

(2015) Hala M. Alshamlan et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Improving PLS–RFE based gene selection for microarray data classification

(2015) Aiguo Wang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A Hamming distance based binary particle swarm optimization (HDBPSO) algorithm for high dimensional feature selection, classification and validation

(2015) Haider Banka et al.   PATTERN RECOGNITION LETTERS

Robust and stable feature selection by integrating ranking methods and wrapper technique in genetic data classification

(2014) Maryam Yassi et al.   BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS

A comparative study of GA, PSO and ACO for solving construction site layout optimization

(2014) Angelia Melani Adrian et al.   KSCE Journal of Civil Engineering

Automatic Context-Specific Subnetwork Discovery from Large Interaction Networks

(2014) Ashis Saha et al.   PLoS One

A Measure of the Signal-to-Noise Ratio of Microarray Samples and Studies Using Gene Correlations

(2012) David Venet et al.   PLoS One

Deployment of a mobile wireless sensor network with k-coverage constraint: a cellular learning automata approach

(2012) M. Esnaashari et al.   WIRELESS NETWORKS

CLA-DE: a hybrid model based on cellular learning automata for numerical optimization

(2011) R. Vafashoar et al.   APPLIED INTELLIGENCE

A cellular learning automata-based algorithm for solving the vertex coloring problem

(2011) Javad Akbari Torkestani et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Top-r Feature Selection Algorithm for Microarray Gene Expression Data

(2011) S. Imoto et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Coupling urban cellular automata with ant colony optimization for zoning protected natural areas under a changing landscape

(2010) Xia Li et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Mining microarray gene expression data with unsupervised possibilistic clustering and proximity graphs

(2009) L. B. Romdhane et al.   APPLIED INTELLIGENCE

Clustering of high-dimensional gene expression data with feature filtering methods and diffusion maps

(2009) Rui Xu et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Accurate molecular classification of cancer using simple rules

(2009) Xiaosheng Wang et al.   BMC Medical Genomics

SVM-RFE With MRMR Filter for Gene Selection

(2009) P.A. Mundra et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

Discovery of dominant and dormant genes from expression data using a novel generalization of SNR for multi-class problems

(2008) Yu-Shuen Tsai et al.   BMC BIOINFORMATICS