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Constructing non-stationary Dynamic Bayesian Networks with a flexible lag choosing mechanism

BACKGROUND: Dynamic Bayesian Networks (DBNs) are widely used in regulatory network structure inference with gene expression data. Current methods assumed that the underlying stochastic processes that generate the gene expression data are stationary. The assumption is not realistic in certain applica...

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Detalhes bibliográficos
Main Authors: Jia, Yi, Huan, Jun
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3026374/
https://ncbi.nlm.nih.gov/pubmed/20946611
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-S6-S27
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