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

• Main Authors: Kirimasthong K., Manorat A., Chaijaruwanich J., Prasitwattanaseree S., Thammarongtham C.
• Format: Conference or Workshop Item
• Language: English
• Published: 2014
• Online Access: http://www.scopus.com/inward/record.url?eid=2-s2.0-38049005630&partnerID=40&md5=140b8734dd2c07d19676701ba1f0477a; http://cmuir.cmu.ac.th/handle/6653943832/5123
• Institution: Chiang Mai University

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...