MIDER: network inference with mutual information distance and entropy reduction.

The prediction of links among variables from a given dataset is a task referred to as network inference or reverse engineering. It is an open problem in bioinformatics and systems biology, as well as in other areas of science. Information theory, which uses concepts such as mutual information, provi...

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Bibliographic Details
Main Authors: Alejandro F Villaverde, John Ross, Federico Morán, Julio R Banga
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4013075?pdf=render