Bayesian framework for building gene regulatory networks including delays

• المؤلف الرئيسي: Iti Chaturvedi
• مؤلفون آخرون: Kwoh Chee Keong
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Information systems::Models and principles
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/55054
• المؤسسة: 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...