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

Review of swarm intelligence-based feature selection methods

(2021) Mehrdad Rostami et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Classification of breast cancer using microarray gene expression data: A survey

(2021) Muhammed Abd-Elnaby et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A modified DeepWalk method for link prediction in attributed social network

(2021) Kamal Berahmand et al.   COMPUTING

Presentation a Trust Walker for rating prediction in recommender system with Biased Random Walk: Effects of H-index centrality, similarity in items and friends

(2021) Saman Forouzandeh et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

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

Feature selection with kernelized multi-class support vector machine

(2021) Yinan Guo et al.   PATTERN RECOGNITION

A novel link prediction algorithm for protein-protein interaction networks by attributed graph embedding

(2021) Elahe Nasiri et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Spectral clustering on protein-protein interaction networks via constructing affinity matrix using attributed graph embedding

(2021) Kamal Berahmand et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Incremental feature selection for dynamic hybrid data using neighborhood rough set

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

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

A novel wrapper feature selection algorithm based on iterated greedy metaheuristic for sentiment classification

(2020) Osman Gokalp et al.   EXPERT SYSTEMS WITH APPLICATIONS

Domain expertise–agnostic feature selection for the analysis of breast cancer data*

(2020) Susanna Pozzoli et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Prediction optimization of diffusion paths in social networks using integration of ant colony and densest subgraph algorithms

(2020) Kasra Majbouri Yazdi et al.   JOURNAL OF HIGH SPEED NETWORKS

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

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

A consensus multi-view multi-objective gene selection approach for improved sample classification

(2020) Sudipta Acharya et al.   BMC BIOINFORMATICS

An embedded gene selection method using knockoffs optimizing neural network

(2020) Juncheng Guo et al.   BMC BIOINFORMATICS

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

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

An efficient hybrid feature selection method to identify potential biomarkers in common chronic lung inflammatory diseases

(2020) Mazaher Maghsoudloo et al.   GENOMICS

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

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

A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series

(2020) Seçkin Karasu et al.   ENERGY

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 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 problem-specific non-dominated sorting genetic algorithm for supervised feature selection

(2020) Yu Zhou et al.   INFORMATION SCIENCES

MMCo-Clus – An Evolutionary Co-clustering Algorithm for Gene Selection

(2020) Laizhong Cui et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

Feature selection for imbalanced data based on neighborhood rough sets

(2019) Hongmei Chen et al.   INFORMATION SCIENCES

Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms

(2019) Md. Maniruzzaman et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

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

(2019) Xiao Zheng et al.   GENE

C-HMOSHSSA: Gene selection for cancer classification using multi-objective meta-heuristic and machine learning methods

(2019) Aman Sharma et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

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

(2019) Alok Kumar Shukla et al.   MATHEMATICAL BIOSCIENCES

Ensemble prediction-based dynamic robust multi-objective optimization methods

(2019) Yinan Guo et al.   Swarm and Evolutionary Computation

Supervised feature selection by constituting a basis for the original space of features and matrix factorization

(2019) Farid Saberi-Movahed et al.   International Journal of Machine Learning and Cybernetics

Novel Interactive Preference-Based Multiobjective Evolutionary Optimization for Bolt Supporting Networks

(2019) Yi-Nan Guo et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Multi-objective simplified swarm optimization with weighting scheme for gene selection

(2018) Chyh-Ming Lai   APPLIED SOFT COMPUTING

Bi-stage hierarchical selection of pathway genes for cancer progression using a swarm based computational approach

(2018) Prativa Agarwalla et al.   APPLIED SOFT COMPUTING

A novel multivariate filter method for feature selection in text classification problems

(2018) Mahdieh Labani et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

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

(2018) Elnaz Pashaei et al.   GENOMICS

A hybrid system with filter approach and multiple population genetic algorithm for feature selection in credit scoring

(2018) Di Wang et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Feature selection considering the composition of feature relevancy

(2018) Wanfu Gao et al.   PATTERN RECOGNITION LETTERS

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

Deep Learning and Its Applications in Biomedicine

(2018) Chensi Cao et al.   GENOMICS PROTEOMICS & BIOINFORMATICS

Feature selection based on feature interactions with application to text categorization

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

A factor graph model for unsupervised feature selection

(2018) Hongjun Wang et al.   INFORMATION SCIENCES

Robust Dynamic Multi-objective Vehicle Routing Optimization Method

(2017) Yi-nan Guo et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Fast graph clustering with a new description model for community detection

(2017) Liang Bai et al.   INFORMATION SCIENCES

Gene selection for cancer classification by combining minimum redundancy maximum relevancy and bat-inspired algorithm

(2017) Osama Ahmad Alomari et al.   International Journal of Data Mining and Bioinformatics

Unsupervised text feature selection technique based on hybrid particle swarm optimization algorithm with genetic operators for the text clustering

(2017) Laith Mohammad Abualigah et al.   JOURNAL OF SUPERCOMPUTING

The feature selection bias problem in relation to high-dimensional gene data

(2016) Jerzy Krawczuk et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

A graph theoretic approach for unsupervised feature selection

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

Embedded feature-selection support vector machine for driving pattern recognition

(2015) Xing Zhang et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

Integration of graph clustering with ant colony optimization for feature selection

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

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 survey on feature selection methods

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

Laplacian centrality: A new centrality measure for weighted networks

(2012) Xingqin Qi et al.   INFORMATION SCIENCES

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

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

C-index: A weighted network node centrality measure for collaboration competence

(2012) Xiangbin Yan et al.   Journal of Informetrics

A new local search based hybrid genetic algorithm for feature selection

(2011) Md. Monirul Kabir et al.   NEUROCOMPUTING

An unsupervised approach to feature discretization and selection

(2011) Artur J. Ferreira et al.   PATTERN RECOGNITION

Fuzzy Logic for Elimination of Redundant Information of Microarray Data

(2008) Edmundo Bonilla Huerta et al.   GENOMICS PROTEOMICS & BIOINFORMATICS