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Network Modeling of Complex Data Sets.
- Source :
-
Methods in molecular biology (Clifton, N.J.) [Methods Mol Biol] 2020; Vol. 2096, pp. 197-215. - Publication Year :
- 2020
-
Abstract
- We demonstrate a selection of network and machine learning techniques useful in the analysis of complex datasets, including 2-way similarity networks, Markov clustering, enrichment statistical networks, FCROS differential analysis, and random forests. We demonstrate each of these techniques on the Populus trichocarpa gene expression atlas.
Details
- Language :
- English
- ISSN :
- 1940-6029
- Volume :
- 2096
- Database :
- MEDLINE
- Journal :
- Methods in molecular biology (Clifton, N.J.)
- Publication Type :
- Academic Journal
- Accession number :
- 32720156
- Full Text :
- https://doi.org/10.1007/978-1-0716-0195-2_15