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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...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6581439/ https://www.ncbi.nlm.nih.gov/pubmed/30395165 http://dx.doi.org/10.1093/bioinformatics/bty917 |