DNA microarray data clustering by hidden markov models and Bayesian information criterion

• Main Authors: Charoenkwan P., Manorat A., Chaijaruwanich J., Prasitwattanaseree S., Bhumiratana S.
• Format: Conference or Workshop Item
• Language: English
• Published: 2014
• Online Access: http://www.scopus.com/inward/record.url?eid=2-s2.0-33749419223&partnerID=40&md5=4d6cacf5d7bad2b1ac613b8c37a672a4; http://cmuir.cmu.ac.th/handle/6653943832/5067
• Institution: Chiang Mai University

In this study, the microarray data under diauxic shift condition of Saccharomyces Cerevisiae was considered. The objective of this study is to propose another strategy of cluster analysis for gene expression levels under time-series conditions. The continuous hidden markov model was newly proposed t...