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

• المؤلفون الرئيسيون: Phasit Charoenkwan, Aompilai Manorat, Jeerayut Chaijaruwanich, Sukon Prasitwattanaseree, Sakarindr Bhumiratana
• التنسيق: Book Series
• منشور في: 2018
• الموضوعات: Computer Science; Mathematics
• الوصول للمادة أونلاين: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=33749419223&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/61610

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...