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Partially non-homogeneous dynamic Bayesian networks based on Bayesian regression models with partitioned design matrices

MOTIVATION: Non-homogeneous dynamic Bayesian networks (NH-DBNs) are a popular modelling tool for learning cellular networks from time series data. In systems biology, time series are often measured under different experimental conditions, and not rarely only some network interaction parameters depen...

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Détails bibliographiques
Publié dans:Bioinformatics
Auteurs principaux: Shafiee Kamalabad, Mahdi, Heberle, Alexander Martin, Thedieck, Kathrin, Grzegorczyk, Marco
Format: Artigo
Langue:Inglês
Publié: Oxford University Press 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6581439/
https://ncbi.nlm.nih.gov/pubmed/30395165
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty917
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