ECS 289A, Spring 2004 (CRN: 60541)
Professor Vladimir FilkovOffice: 3023 Kemper Hall Office Hours: TBA Email: filkov AT cs.ucdavis.edu Phone: (530) 752-8393 |
Time and Place TR, 9:00 am - 10:20 amOlson Hall, Room 207 |
This is a seminar course on computational modeling and methods for inference of gene networks, using gene expression and other large-scale genetic data. The following discrete and continuous models will be discussed: graph models, Boolean networks, Bayesian networks, Linear models, and differential equations. The emphasis will be on data-driven, network inference methods, including combinatorial optimization, Bayesian reasoning, systems of linear equations, graph algorithms and others.