Graph-based relevancy-redundancy gene selection method for cancer diagnosis

Highly Regional Genes: graph-based gene selection for single cell RNA-seq data

(2022) Yanhong Wu et al.   Journal of Genetics and Genomics

An unsupervised gene selection method based on multivariate normalized mutual information of genes

(2022) Mohsen Rahmanian et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Colon cancer diagnosis and staging classification based on machine learning and bioinformatics analysis

(2022) Ying Su et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods

(2022) Farshad Saberi-Movahed et al.   COMPUTERS IN BIOLOGY AND MEDICINE

TAGA: Tabu Asexual Genetic Algorithm Embedded in a Filter/Filter Feature Selection Approach for High-dimensional Data

(2021) Sadegh Salesi et al.   INFORMATION SCIENCES

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

(2021) Samson Anosh Babu P et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

A novel multi-objective forest optimization algorithm for wrapper feature selection

(2021) Babak Nouri-Moghaddam et al.   EXPERT SYSTEMS WITH APPLICATIONS

Gene selection for microarray data classification based on Gray Wolf Optimizer enhanced with TRIZ-inspired operators

(2021) Osama Ahmad Alomari et al.   KNOWLEDGE-BASED SYSTEMS

Adaptive graph-based generalized regression model for unsupervised feature selection

(2021) Yanyong Huang et al.   KNOWLEDGE-BASED SYSTEMS

Gene selection for microarray data classification via multi-objective graph theoretic-based method

(2021) Mehrdad Rostami et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

A graph-based gene selection method for medical diagnosis problems using a many-objective PSO algorithm

(2021) Saeid Azadifar et al.   BMC Medical Informatics and Decision Making

Feature selection methods on gene expression microarray data for cancer classification: A systematic review

(2021) Esra'a Alhenawi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Emerging role of exosomes as biomarkers in cancer treatment and diagnosis

(2021) Niloofar Asadi Hanjani et al.   CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY

A novel machine learning approach for breast cancer diagnosis

(2021) Sawssen Bacha et al.   MEASUREMENT

Incremental feature selection for dynamic hybrid data using neighborhood rough set

(2020) Wenhao Shu et al.   KNOWLEDGE-BASED SYSTEMS

Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach

(2020) Elham Nasarian et al.   PATTERN RECOGNITION LETTERS

G-Forest: An ensemble method for cost-sensitive feature selection in gene expression microarrays

(2020) Mai Abdulla et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

GeFeS: A generalized wrapper feature selection approach for optimizing classification performance

(2020) Golnaz Sahebi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Improving Genetic Testing in Hereditary Cancer by RNA Analysis

(2020) Paula Rofes et al.   JOURNAL OF MOLECULAR DIAGNOSTICS

Semi-supervised neighborhood discrimination index for feature selection

(2020) Qing-Qing Pang et al.   KNOWLEDGE-BASED SYSTEMS

Artificial Bee Colony algorithm based on Dominance (ABCD) for a hybrid gene selection method

(2020) Veredas Coleto-Alcudia et al.   KNOWLEDGE-BASED SYSTEMS

A gene selection algorithm using simplified swarm optimization with multi-filter ensemble technique

(2020) Chyh-Ming Lai et al.   APPLIED SOFT COMPUTING

A k-NN method for lung cancer prognosis with the use of a genetic algorithm for feature selection

(2020) Negar Maleki et al.   EXPERT SYSTEMS WITH APPLICATIONS

A two-layer feature selection method using Genetic Algorithm and Elastic Net

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

A new multi-objective wrapper method for feature selection – Accuracy and stability analysis for BCI

(2019) Jesús González et al.   NEUROCOMPUTING

Flexible unsupervised feature extraction for image classification

(2019) Yang Liu et al.   NEURAL NETWORKS

Gene selection for microarray data classification via adaptive hypergraph embedded dictionary learning

(2019) Xiao Zheng et al.   GENE

An evolutionary gravitational search-based feature selection

(2019) Mohammad Taradeh et al.   INFORMATION SCIENCES

Identification of potential biomarkers on microarray data using distributed gene selection approach

(2019) Alok Kumar Shukla et al.   MATHEMATICAL BIOSCIENCES

A new branch-and-bound algorithm for the Maximum Weighted Clique Problem

(2019) Pablo San Segundo et al.   COMPUTERS & OPERATIONS RESEARCH

A TRIZ-inspired bat algorithm for gene selection in cancer classification

(2019) Mohammed Azmi Al-Betar et al.   GENOMICS

Cost-sensitive feature selection using two-archive multi-objective artificial bee colony algorithm

(2019) Yong Zhang 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

Correlation feature selection based improved-Binary Particle Swarm Optimization for gene selection and cancer classification

(2018) Indu Jain et al.   APPLIED SOFT COMPUTING

A recursive PSO scheme for gene selection in microarray data

(2018) Yamuna Prasad et al.   APPLIED SOFT COMPUTING

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

(2018) Elnaz Pashaei et al.   GENOMICS

Weighted General Group Lasso for Gene Selection in Cancer Classification

(2018) Yadi Wang et al.   IEEE Transactions on Cybernetics

Tuning parameter estimation in SCAD-support vector machine using firefly algorithm with application in gene selection and cancer classification

(2018) Niam Abdulmunim Al-Thanoon et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Feature selection based on feature interactions with application to text categorization

(2018) Xiaochuan Tang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Nested Genetic Algorithm for feature selection in high-dimensional cancer Microarray datasets

(2018) Sabah Sayed et al.   EXPERT SYSTEMS WITH APPLICATIONS

A factor graph model for unsupervised feature selection

(2018) Hongjun Wang et al.   INFORMATION SCIENCES

High-dimensional QSAR classification model for anti-hepatitis C virus activity of thiourea derivatives based on the sparse logistic regression model with a bridge penalty

(2017) Zakariya Yahya Algamal et al.   JOURNAL OF CHEMOMETRICS

A QSAR classification model for neuraminidase inhibitors of influenza A viruses (H1N1) based on weighted penalized support vector machine

(2017) Z. Y. Algamal et al.   SAR AND QSAR IN ENVIRONMENTAL RESEARCH

Self-Organizing Global Gene Expression Regulated through Criticality: Mechanism of the Cell-Fate Change

(2017) Masa Tsuchiya et al.   PLoS One

A graph theoretic approach for unsupervised feature selection

(2015) Parham Moradi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Integration of graph clustering with ant colony optimization for feature selection

(2015) Parham Moradi et al.   KNOWLEDGE-BASED SYSTEMS

Gene selection for microarray data classification using a novel ant colony optimization

(2015) Sina Tabakhi et al.   NEUROCOMPUTING

Relevance–redundancy feature selection based on ant colony optimization

(2015) Sina Tabakhi et al.   PATTERN RECOGNITION

An unsupervised feature selection algorithm based on ant colony optimization

(2014) Sina Tabakhi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A Kernel-Based Multivariate Feature Selection Method for Microarray Data Classification

(2014) Shiquan Sun et al.   PLoS One

Integration of dense subgraph finding with feature clustering for unsupervised feature selection

(2013) Sanghamitra Bandyopadhyay et al.   PATTERN RECOGNITION LETTERS

A novel measure of edge centrality in social networks

(2012) Pasquale De Meo et al.   KNOWLEDGE-BASED SYSTEMS

Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach

(2012) Bing Xue et al.   IEEE Transactions on Cybernetics

A new local search based hybrid genetic algorithm for feature selection

(2011) Md. Monirul Kabir et al.   NEUROCOMPUTING