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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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書誌詳細
主要な著者: Jia, Yi, Huan, Jun
フォーマット: Artigo
言語:Inglês
出版事項: BioMed Central 2010
主題:
オンライン・アクセス: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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