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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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| 發表在: | Bioinformatics |
|---|---|
| Main Authors: | , , , |
| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
Oxford University Press
2019
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| 主題: | |
| 在線閱讀: | 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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