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Non-homogeneous dynamic Bayesian networks with edge-wise sequentially coupled parameters

MOTIVATION: Non-homogeneous dynamic Bayesian networks (NH-DBNs) are a popular tool for learning networks with time-varying interaction parameters. A multiple changepoint process is used to divide the data into disjoint segments and the network interaction parameters are assumed to be segment-specifi...

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Bibliografiske detaljer
Udgivet i:Bioinformatics
Main Authors: Shafiee Kamalabad, Mahdi, Grzegorczyk, Marco
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7703764/
https://ncbi.nlm.nih.gov/pubmed/31504191
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btz690
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