Bayesian Networks and Decision Graphs. {=STAT 582}

CSCE 582: Bayesian Networks and Decision Graphs. {=STAT 582}

3 credits.

Pre-Requisites or Co-Reqs: 
Prereq: CSCE 350, STAT 509 or STAT 515

Normative approaches to uncertainty in artificial intelligence. Probabilistic and causal modeling with Bayesian networks and influence diagrams. Applications in decision analysis and support. Algorithms for probability update in graphical models.

Semesters Offered: 
Fall 2017, Fall 2019

Syllabus