Inference of gene regulatory network by Bayesian network using metropolis-hastings algorithm

Bayesian networks are widely used to infer genes regulatory network from their transcriptional expression data. Bayesian network of the best score is usually chosen as genes regulatory model. However, without the hint from biological ground truth, and given a small number of transcriptional expressi...

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Bibliographic Details
Main Authors: Khwunta Kirimasthong, Aompilai Manorat, Jeerayut Chaijaruwanich, Sukon Prasitwattanaseree, Chinae Thammarongtham
Format: Book Series
Published: 2018
Subjects:
Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=38049005630&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/60974
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Institution: Chiang Mai University