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Relationships between probabilistic Boolean networks and dynamic Bayesian networks as models of gene regulatory networks

A significant amount of attention has recently been focused on modeling of gene regulatory networks. Two frequently used large-scale modeling frameworks are Bayesian networks (BNs) and Boolean networks, the latter one being a special case of its recent stochastic extension, probabilistic Boolean net...

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Bibliografiske detaljer
Main Authors: Lähdesmäki, Harri, Hautaniemi, Sampsa, Shmulevich, Ilya, Yli-Harja, Olli
Format: Artigo
Sprog:Inglês
Udgivet: 2006
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC1847796/
https://ncbi.nlm.nih.gov/pubmed/17415411
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.sigpro.2005.06.008
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