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An application of the Shapley value to the analysis of co-expression networks

We study the problem of identifying relevant genes in a co-expression network using a (cooperative) game theoretic approach. The Shapley value of a cooperative game is used to asses the relevance of each gene in interaction with the others, and to stress the role of nodes in the periphery of a co-ex...

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Vydáno v:Appl Netw Sci
Hlavní autoři: Cesari, Giulia, Algaba, Encarnación, Moretti, Stefano, Nepomuceno, Juan A.
Médium: Artigo
Jazyk:Inglês
Vydáno: Springer International Publishing 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6214322/
https://ncbi.nlm.nih.gov/pubmed/30839839
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s41109-018-0095-y
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