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A Full Bayesian Approach for Boolean Genetic Network Inference

Boolean networks are a simple but efficient model for describing gene regulatory systems. A number of algorithms have been proposed to infer Boolean networks. However, these methods do not take full consideration of the effects of noise and model uncertainty. In this paper, we propose a full Bayesia...

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Detalles Bibliográficos
Autores principales: Han, Shengtong, Wong, Raymond K. W., Lee, Thomas C. M., Shen, Linghao, Li, Shuo-Yen R., Fan, Xiaodan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4281059/
https://www.ncbi.nlm.nih.gov/pubmed/25551820
http://dx.doi.org/10.1371/journal.pone.0115806