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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Main Authors: Kirimasthong K., Manorat A., Chaijaruwanich J., Prasitwattanaseree S., Thammarongtham C.
格式: Conference or Workshop Item
語言:English
出版: 2014
在線閱讀:http://www.scopus.com/inward/record.url?eid=2-s2.0-38049005630&partnerID=40&md5=140b8734dd2c07d19676701ba1f0477a
http://cmuir.cmu.ac.th/handle/6653943832/5123
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機構: Chiang Mai University
語言: English

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