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For: Meng Y, Shang R, Jiao L, Zhang W, Yuan Y, Yang S. Feature selection based dual-graph sparse non-negative matrix factorization for local discriminative clustering. Neurocomputing 2018;290:87-99. [DOI: 10.1016/j.neucom.2018.02.044] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Number Cited by Other Article(s)
1
Moslemi A, Ahmadian A. Dual regularized subspace learning using adaptive graph learning and rank constraint: Unsupervised feature selection on gene expression microarray datasets. Comput Biol Med 2023;167:107659. [PMID: 37950946 DOI: 10.1016/j.compbiomed.2023.107659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 10/13/2023] [Accepted: 10/31/2023] [Indexed: 11/13/2023]
2
Moslemi A, Bidar M, Ahmadian A. Subspace learning using structure learning and non-convex regularization: Hybrid technique with mushroom reproduction optimization in gene selection. Comput Biol Med 2023;164:107309. [PMID: 37536092 DOI: 10.1016/j.compbiomed.2023.107309] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 07/26/2023] [Accepted: 07/28/2023] [Indexed: 08/05/2023]
3
Chen M, Gong M, Li X. Feature Weighted Non-Negative Matrix Factorization. IEEE TRANSACTIONS ON CYBERNETICS 2023;53:1093-1105. [PMID: 34437084 DOI: 10.1109/tcyb.2021.3100067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
4
Wang L, Chen H, Peng B, Li T, Yin T. Robust multi-label feature selection with shared coupled and dynamic graph regularization. APPL INTELL 2022. [DOI: 10.1007/s10489-022-04343-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
5
Ouyang D, Miao R, Wang J, Liu X, Xie S, Ai N, Dang Q, Liang Y. Predicting Multiple Types of Associations Between miRNAs and Diseases Based on Graph Regularized Weighted Tensor Decomposition. Front Bioeng Biotechnol 2022;10:911769. [PMID: 35910021 PMCID: PMC9335924 DOI: 10.3389/fbioe.2022.911769] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 05/04/2022] [Indexed: 11/23/2022]  Open
6
Saberi-Movahed F, Mohammadifard M, Mehrpooya A, Rezaei-Ravari M, Berahmand K, Rostami M, Karami S, Najafzadeh M, Hajinezhad D, Jamshidi M, Abedi F, Mohammadifard M, Farbod E, Safavi F, Dorvash M, Mottaghi-Dastjerdi N, Vahedi S, Eftekhari M, Saberi-Movahed F, Alinejad-Rokny H, Band SS, Tavassoly I. Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods. Comput Biol Med 2022;146:105426. [PMID: 35569336 PMCID: PMC8979841 DOI: 10.1016/j.compbiomed.2022.105426] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 03/01/2022] [Accepted: 03/18/2022] [Indexed: 02/06/2023]
7
Sparse and low-dimensional representation with maximum entropy adaptive graph for feature selection. Neurocomputing 2022. [DOI: 10.1016/j.neucom.2022.02.038] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
8
Rodríguez-Domínguez U, Dalmau O. Symmetric nonnegative matrix factorization with elastic-net regularized block-wise weighted representation for clustering. Pattern Anal Appl 2022. [DOI: 10.1007/s10044-022-01062-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
9
Mokhtia M, Eftekhari M, Saberi-Movahed F. Dual-manifold regularized regression models for feature selection based on hesitant fuzzy correlation. Knowl Based Syst 2021. [DOI: 10.1016/j.knosys.2021.107308] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
10
Dinh DT, Huynh VN, Sriboonchitta S. Clustering mixed numerical and categorical data with missing values. Inf Sci (N Y) 2021. [DOI: 10.1016/j.ins.2021.04.076] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
11
Saberi-Movahed F, Mohammadifard M, Mehrpooya A, Rezaei-Ravari M, Berahmand K, Rostami M, Karami S, Najafzadeh M, Hajinezhad D, Jamshidi M, Abedi F, Mohammadifard M, Farbod E, Safavi F, Dorvash M, Vahedi S, Eftekhari M, Saberi-Movahed F, Tavassoly I. Decoding Clinical Biomarker Space of COVID-19: Exploring Matrix Factorization-based Feature Selection Methods. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021:2021.07.07.21259699. [PMID: 34268522 PMCID: PMC8282111 DOI: 10.1101/2021.07.07.21259699] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
12
Li S, Li W, Hu J, Li Y. Semi-supervised bi-orthogonal constraints dual-graph regularized NMF for subspace clustering. APPL INTELL 2021. [DOI: 10.1007/s10489-021-02522-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
13
Pulgar FJ, Charte F, Rivera AJ, del Jesus MJ. ClEnDAE: A classifier based on ensembles with built-in dimensionality reduction through denoising autoencoders. Inf Sci (N Y) 2021. [DOI: 10.1016/j.ins.2021.02.060] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
14
Xue C, Zhang T, Xiao D. Output-Related and -Unrelated Fault Monitoring with an Improvement Prototype Knockoff Filter and Feature Selection Based on Laplacian Eigen Maps and Sparse Regression. ACS OMEGA 2021;6:10828-10839. [PMID: 34056237 PMCID: PMC8153765 DOI: 10.1021/acsomega.1c00506] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 04/06/2021] [Indexed: 06/12/2023]
15
Laohakiat S, Sa-ing V. An incremental density-based clustering framework using fuzzy local clustering. Inf Sci (N Y) 2021. [DOI: 10.1016/j.ins.2020.08.052] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
16
Yu L, Cao F, Gao XZ, Liu J, Liang J. k-Mnv-Rep: A k-type clustering algorithm for matrix-object data. Inf Sci (N Y) 2021. [DOI: 10.1016/j.ins.2020.06.071] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
17
Clustering and supervised response for XACML policy evaluation and management. Knowl Based Syst 2020. [DOI: 10.1016/j.knosys.2020.106312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
18
Fletcher S, Verma B, Zhang M. A non-specialized ensemble classifier using multi-objective optimization. Neurocomputing 2020. [DOI: 10.1016/j.neucom.2020.05.029] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
19
Low-Rank Discriminative Adaptive Graph Preserving Subspace Learning. Neural Process Lett 2020. [DOI: 10.1007/s11063-020-10340-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
20
Hu J, Li Y, Gao W, Zhang P. Robust multi-label feature selection with dual-graph regularization. Knowl Based Syst 2020. [DOI: 10.1016/j.knosys.2020.106126] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
21
Meng Y, Shang R, Shang F, Jiao L, Yang S, Stolkin R. Semi-Supervised Graph Regularized Deep NMF With Bi-Orthogonal Constraints for Data Representation. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2020;31:3245-3258. [PMID: 31603802 DOI: 10.1109/tnnls.2019.2939637] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
22
Ye Q, Zhang X, Sun Y. Dual Global Structure Preservation Based Supervised Feature Selection. Neural Process Lett 2020. [DOI: 10.1007/s11063-020-10225-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
23
Do H, Cheon MS, Kim SB. Graph Structured Sparse Subset Selection. Inf Sci (N Y) 2020. [DOI: 10.1016/j.ins.2019.12.086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
24
Shang R, Song J, Jiao L, Li Y. Double feature selection algorithm based on low-rank sparse non-negative matrix factorization. INT J MACH LEARN CYB 2020. [DOI: 10.1007/s13042-020-01079-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
25
Machine learning integrated credibilistic semi supervised clustering for categorical data. Appl Soft Comput 2020. [DOI: 10.1016/j.asoc.2019.105871] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
26
Shang R, Xu K, Shang F, Jiao L. Sparse and low-redundant subspace learning-based dual-graph regularized robust feature selection. Knowl Based Syst 2020. [DOI: 10.1016/j.knosys.2019.07.001] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
27
Supervised feature selection by constituting a basis for the original space of features and matrix factorization. INT J MACH LEARN CYB 2019. [DOI: 10.1007/s13042-019-01046-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
28
Zhu T. Sparse dictionary learning by block proximal gradient with global convergence. Neurocomputing 2019. [DOI: 10.1016/j.neucom.2019.08.028] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
29
Unsupervised fuzzy model-based Gaussian clustering. Inf Sci (N Y) 2019. [DOI: 10.1016/j.ins.2018.12.059] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
30
Bayesian tensor factorization for multi-way analysis of multi-dimensional EEG. Neurocomputing 2018. [DOI: 10.1016/j.neucom.2018.08.045] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
31
Unsupervised feature selection based on kernel fisher discriminant analysis and regression learning. Mach Learn 2018. [DOI: 10.1007/s10994-018-5765-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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