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Inference of temporally varying Bayesian Networks

Motivation: When analysing gene expression time series data, an often overlooked but crucial aspect of the model is that the regulatory network structure may change over time. Although some approaches have addressed this problem previously in the literature, many are not well suited to the sequentia...

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Detalles Bibliográficos
Main Authors: Thorne, Thomas, Stumpf, Michael P. H.
Formato: Artigo
Idioma:Inglês
Publicado: Oxford University Press 2012
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3519458/
https://ncbi.nlm.nih.gov/pubmed/23074260
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bts614
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