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Reducing the Computational Complexity of Information Theoretic Approaches for Reconstructing Gene Regulatory Networks

Information theoretic approaches are increasingly being used for reconstructing regulatory networks from microarray data. These approaches start by computing the pairwise mutual information (MI) between all gene pairs. The resulting MI matrix is then manipulated to identify regulatory relationships....

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Qiu, Peng, Gentles, Andrew J., Plevritis, Sylvia K.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Mary Ann Liebert, Inc. 2010
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3148830/
https://ncbi.nlm.nih.gov/pubmed/20078227
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1089/cmb.2009.0052
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