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Gene regulatory network inference by point-based Gaussian approximation filters incorporating the prior information

The extended Kalman filter (EKF) has been applied to inferring gene regulatory networks. However, it is well known that the EKF becomes less accurate when the system exhibits high nonlinearity. In addition, certain prior information about the gene regulatory network exists in practice, and no system...

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Detalhes bibliográficos
Main Authors: Jia, Bin, Wang, Xiaodong
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3977693/
https://ncbi.nlm.nih.gov/pubmed/24341668
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1687-4153-2013-16
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