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For: Annavarapu CSR, Dara S, Banka H. Cancer microarray data feature selection using multi-objective binary particle swarm optimization algorithm. EXCLI J 2016;15:460-473. [PMID: 27822174 PMCID: PMC5083964 DOI: 10.17179/excli2016-481] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2016] [Accepted: 07/12/2016] [Indexed: 11/12/2022]
Number Cited by Other Article(s)
1
Vahmiyan M, Kheirabadi M, Akbari E. Feature selection methods in microarray gene expression data: a systematic mapping study. Neural Comput Appl 2022. [DOI: 10.1007/s00521-022-07661-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/07/2022]
2
Serra A, Cattelani L, Fratello M, Fortino V, Kinaret PAS, Greco D. Supervised Methods for Biomarker Detection from Microarray Experiments. Methods Mol Biol 2022;2401:101-120. [PMID: 34902125 DOI: 10.1007/978-1-0716-1839-4_8] [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] [Indexed: 06/14/2023]
3
A novel bio-inspired hybrid multi-filter wrapper gene selection method with ensemble classifier for microarray data. Neural Comput Appl 2021;35:11531-11561. [PMID: 34539088 PMCID: PMC8435304 DOI: 10.1007/s00521-021-06459-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Accepted: 08/26/2021] [Indexed: 01/04/2023]
4
Hameed SS, Hassan WH, Latiff LA, Muhammadsharif FF. A comparative study of nature-inspired metaheuristic algorithms using a three-phase hybrid approach for gene selection and classification in high-dimensional cancer datasets. Soft comput 2021. [DOI: 10.1007/s00500-021-05726-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
5
Hameed SS, Hassan R, Hassan WH, Muhammadsharif FF, Latiff LA. HDG-select: A novel GUI based application for gene selection and classification in high dimensional datasets. PLoS One 2021;16:e0246039. [PMID: 33507983 PMCID: PMC7842997 DOI: 10.1371/journal.pone.0246039] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Accepted: 01/12/2021] [Indexed: 11/24/2022]  Open
6
Classification of Microarray Gene Expression Data Using an Infiltration Tactics Optimization (ITO) Algorithm. Genes (Basel) 2020;11:genes11070819. [PMID: 32708429 PMCID: PMC7397166 DOI: 10.3390/genes11070819] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 07/08/2020] [Accepted: 07/09/2020] [Indexed: 11/17/2022]  Open
7
Hameed SS, Hassan R, Muhammad FF. Selection and classification of gene expression in autism disorder: Use of a combination of statistical filters and a GBPSO-SVM algorithm. PLoS One 2017;12:e0187371. [PMID: 29095904 PMCID: PMC5667738 DOI: 10.1371/journal.pone.0187371] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2017] [Accepted: 10/18/2017] [Indexed: 11/30/2022]  Open
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