Bayesian framework for building gene regulatory networks including delays

• 主要作者: Iti Chaturvedi
• 其他作者: Kwoh Chee Keong
• 格式: Theses and Dissertations
• 語言: English
• 出版: 2013
• 主題: DRNTU::Engineering::Computer science and engineering::Information systems::Models and principles
• 在線閱讀: https://hdl.handle.net/10356/55054
• 機構: Nanyang Technological University

Any biological activity is due to several genes regulating one another in a gene regulatory network (GRN). GRN are causal models where activation of one gene could cause another gene to be activated or inhibited. Dynamic Bayesian networks (DBN) are being widely used to model GRN because of their abi...