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RegnANN: Reverse Engineering Gene Networks Using Artificial Neural Networks

RegnANN is a novel method for reverse engineering gene networks based on an ensemble of multilayer perceptrons. The algorithm builds a regressor for each gene in the network, estimating its neighborhood independently. The overall network is obtained by joining all the neighborhoods. RegnANN makes no...

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Detalhes bibliográficos
Main Authors: Grimaldi, Marco, Visintainer, Roberto, Jurman, Giuseppe
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3247226/
https://ncbi.nlm.nih.gov/pubmed/22216103
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0028646
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