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Learning the structure of gene regulatory networks from time series gene expression data

BACKGROUND: Dynamic Bayesian Network (DBN) is an approach widely used for reconstruction of gene regulatory networks from time-series microarray data. Its performance in network reconstruction depends on a structure learning algorithm. REVEAL (REVerse Engineering ALgorithm) is one of the algorithms...

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Autors principals: Li, Haoni, Wang, Nan, Gong, Ping, Perkins, Edward J, Zhang, Chaoyang
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2011
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3287495/
https://ncbi.nlm.nih.gov/pubmed/22369588
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2164-12-S5-S13
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