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Hidden Markov induced Dynamic Bayesian Network for recovering time evolving gene regulatory networks
Dynamic Bayesian Networks (DBN) have been widely used to recover gene regulatory relationships from time-series data in computational systems biology. Its standard assumption is ‘stationarity’, and therefore, several research efforts have been recently proposed to relax this restriction. However, th...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Nature Publishing Group
2015
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4683538/ https://www.ncbi.nlm.nih.gov/pubmed/26680653 http://dx.doi.org/10.1038/srep17841 |