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Bayesian Networks Resources
Introductions:
Bayesian
Network without tears--by Eugene Charniak
An
Introduction to Bayesian Network Theory and Usage --by Todd A.Stephenson
Charniak
An Intro. to
Bayesian Networks by Kevin Murphy
More Intro. to
Bayesian Networks
How to use
Dynamic Bayesian Networks
Bayesian Networks
Tutorial
Bayesian
Networks Tutorial 2
Books:
Probabilisitic Reasoning in Intelligent Systems by Judea Pearl
Bayesian Networks and Decision Graphs by Finn V.Jensen
Probabilistic Networks & Expert Systems by R. G. Cowell, A. P. Dawid, S.
L. Lauritzen, and D. J. Spiegelhalter
More on BNs:
Bayesian resources
Additional
materials on BNs
Research People:
David
Heckerman
Steffen L.
Lauritzen
Daphne Koller
Ross D. Shachter
more people...
Software
Software
for Manipulating Belief Networks
Bayesian
Network Repository
Murphy's
BN Toolbox
JavaBayes (freeware)
WinMine Toolkit
(free to research)
Tetrad
(CMU)
PowerConstructor family
(UofAlberta, Cheng)
BAYESIAN KNOWLEDGE DISCOVERER
(free ware)
GeNIe (free ware)
Prevision (with BN product: Strategist)
Hugin
Norsys (Netica)
Knowledge Industries Company
Microsoft MSBN system
AMI
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