BSS2: Probability Learning in Bayesian Networks

Time and place: Thursday 19 October 2000, 10:15-12:00 in Room E1-214
Responsible: Uffe Kjærulff
Literature:
Supplementary literature:
Slides: 21 pages on 6 sheets (.ps) or LaTeX and PIC files (.tar.gz)

Decision Support Systems 2

Lecture #7: Probability Learning in Bayesian Networks

David Heckerman (1995), A Tutorial on Learning With Bayesian Networks, Technical Report, MSR-TR-95-06. Sections 5-6.

Robert G. Cowell, A. Philip Dawid, Steffen L. Lauritzen, David J. Spiegelhalter (1999), Probabilistic Networks and Expert Systems, Ch. 9, Springer Verlag.