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Publication

Network Modeling of Complex Data Sets

Publication Type
Book Chapter
Publication Date
Page Numbers
197 to 215
Publisher Name
Humana
Publisher Location
New York, New York, United States of America

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.