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For: Furqan MS, Siyal MY. Inference of biological networks using Bi-directional Random Forest Granger causality. Springerplus 2016;5:514. [PMID: 27186478 PMCID: PMC4844585 DOI: 10.1186/s40064-016-2156-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Accepted: 04/13/2016] [Indexed: 11/10/2022]
Number Cited by Other Article(s)
1
Lecca P. Machine Learning for Causal Inference in Biological Networks: Perspectives of This Challenge. FRONTIERS IN BIOINFORMATICS 2021;1:746712. [PMID: 36303798 PMCID: PMC9581010 DOI: 10.3389/fbinf.2021.746712] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Accepted: 09/08/2021] [Indexed: 11/13/2022]  Open
2
DiMucci D, Kon M, Segrè D. BowSaw: Inferring Higher-Order Trait Interactions Associated With Complex Biological Phenotypes. Front Mol Biosci 2021;8:663532. [PMID: 34222331 PMCID: PMC8245782 DOI: 10.3389/fmolb.2021.663532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 05/24/2021] [Indexed: 11/15/2022]  Open
3
Liang Y, Kelemen A. Computational dynamic approaches for temporal omics data with applications to systems medicine. BioData Min 2017. [PMID: 28638442 PMCID: PMC5473988 DOI: 10.1186/s13040-017-0140-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]  Open
4
Furqan MS, Siyal MY. Elastic-Net Copula Granger Causality for Inference of Biological Networks. PLoS One 2016;11:e0165612. [PMID: 27792750 PMCID: PMC5085021 DOI: 10.1371/journal.pone.0165612] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2016] [Accepted: 10/15/2016] [Indexed: 12/13/2022]  Open
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