Subspace learning using structure learning and non-convex regularization: Hybrid technique with mushroom reproduction optimization in gene selection

Sparse representation learning using ℓ1−2 compressed sensing and rank-revealing QR factorization

(2023) Amir Moslemi   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Differentiating COPD and Asthma using Quantitative CT Imaging and Machine Learning

(2022) Amir Moslemi et al.   EUROPEAN RESPIRATORY JOURNAL

A correlation guided genetic algorithm and its application to feature selection

(2022) Jian Zhou et al.   APPLIED SOFT COMPUTING

A comprehensive survey on recent metaheuristics for feature selection

(2022) Tansel Dokeroglu et al.   NEUROCOMPUTING

Dual Regularized Unsupervised Feature Selection Based on Matrix Factorization and Minimum Redundancy with application in gene selection

(2022) Farid Saberi-Movahed et al.   KNOWLEDGE-BASED SYSTEMS

Unsupervised feature selection guided by orthogonal representation of feature space

(2022) Mahsa Samareh Jahani et al.   NEUROCOMPUTING

High-dimensional feature selection for genomic datasets

(2020) Majid Afshar et al.   KNOWLEDGE-BASED SYSTEMS

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

(2020) Dheeb Albashish et al.   APPLIED SOFT COMPUTING

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

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

Unsupervised Feature Selection With Constrained ℓ₂,₀-Norm and Optimized Graph

(2020) Feiping Nie et al.   IEEE Transactions on Neural Networks and Learning Systems

Supervised feature selection via matrix factorization based on singular value decomposition

(2019) Masoumeh Zare et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

A review of unsupervised feature selection methods

(2019) Saúl Solorio-Fernández et al.   ARTIFICIAL INTELLIGENCE REVIEW

Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification

(2019) Yu Xue et al.   ACM Transactions on Knowledge Discovery from Data

Structured learning for unsupervised feature selection with high-order matrix factorization

(2019) Shiping Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

Feature selection based dual-graph sparse non-negative matrix factorization for local discriminative clustering

(2018) Yang Meng et al.   NEUROCOMPUTING

Unsupervised feature selection by regularized matrix factorization

(2018) Miao Qi et al.   NEUROCOMPUTING

Feature Selection With ℓ2,1-2 Regularization

(2018) Yong Shi et al.   IEEE Transactions on Neural Networks and Learning Systems

Non-Negative Spectral Learning and Sparse Regression-Based Dual-Graph Regularized Feature Selection

(2018) Ronghua Shang et al.   IEEE Transactions on Cybernetics

Occam's razor in dimension reduction: Using reduced row Echelon form for finding linear independent features in high dimensional microarray datasets

(2017) Mohammad Kazem Ebrahimpour et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Unsupervised feature selection via low-rank approximation and structure learning

(2017) Shiping Wang et al.   KNOWLEDGE-BASED SYSTEMS

A novel bacterial algorithm with randomness control for feature selection in classification

(2017) Hong Wang et al.   NEUROCOMPUTING

A hybrid feature selection algorithm for gene expression data classification

(2017) Huijuan Lu et al.   NEUROCOMPUTING

A Survey on semi-supervised feature selection methods

(2017) Razieh Sheikhpour et al.   PATTERN RECOGNITION

Classification of DNA microarrays using artificial neural networks and ABC algorithm

(2016) Beatriz A. Garro et al.   APPLIED SOFT COMPUTING

A Survey on Evolutionary Computation Approaches to Feature Selection

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

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Subspace learning for unsupervised feature selection via matrix factorization

(2015) Shiping Wang et al.   PATTERN RECOGNITION

A review of microarray datasets and applied feature selection methods

(2014) V. Bolón-Canedo et al.   INFORMATION SCIENCES

Nonnegative Matrix Factorization With Regularizations

(2014) Weiya Ren et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Nonnegative Matrix Factorization: A Comprehensive Review

(2012) Yu-Xiong Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

Hybrid feature selection by combining filters and wrappers

(2010) Hui-Huang Hsu et al.   EXPERT SYSTEMS WITH APPLICATIONS

BGSA: binary gravitational search algorithm

(2009) Esmat Rashedi et al.   Natural Computing

Text feature selection using ant colony optimization

(2008) Mehdi Hosseinzadeh Aghdam et al.   EXPERT SYSTEMS WITH APPLICATIONS

The peaking phenomenon in the presence of feature-selection

(2008) Chao Sima et al.   PATTERN RECOGNITION LETTERS

A distributed PSO–SVM hybrid system with feature selection and parameter optimization

(2007) Cheng-Lung Huang et al.   APPLIED SOFT COMPUTING

Improved binary PSO for feature selection using gene expression data

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