Bayesian framework for building gene regulatory networks including delays

• Main Author: Iti Chaturvedi
• Other Authors: Kwoh Chee Keong
• Format: Theses and Dissertations
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering::Information systems::Models and principles
• Online Access: https://hdl.handle.net/10356/55054
• Institution: 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...