- Chapter 5 of Finn V. Jensen.
An Introduction to Bayesian Networks.
Springer, 1995. This chapter is about belief propagation with
junction trees.
- Ali Ben Mrad, Veroniques Delcroix, Sylvain
Piechowiak, Philip Leicester.
"An Explication of Uncertain Evidence in Bayesian Networks:
Likelihood Evidence and Probabilistic Evidence."
Applied Intelligence, published online 20 June 2015. (local copy).
- Kevin S. Van Horn. "Constructing a Logic of Plausible Inference: a Guide
to Cox's Theorem." International Journal of Approximate Reasoning,
34 (2003), 3-24
(copy from Author's
Site, pdf)
(local copy, pdf).
- The Hugin Web Site
- The GeNIe Web Site
- The
Microsoft Belief Network Editor and Tool Kit (MSBNx)
- The Norsys Web Site
- The
Webweavr-III Web Site
-
Some notes on terminology used to describe the quality of tests (MSWord
format)
-
Some notes on terminology used to describe the quality of tests (pdf
format)
-
Jiri Vomlel. "Probabilistic reasoning with uncertain evidence."
Neural Network World, International Journal on Neural and Mass-Parallel
Computing and Information Systems, Vol. 14, No. 5/2004, pp. 453-465
(local copy).
- The
JavaBayes Web Site
-
Paper by Rina Dechter on Bucket Elimination (Presented at UAI-96):
local copy, pdf
-
Paper by Rina Dechter on Bucket Elimination (Presented at UAI-96):
copy at author's web site, pdf
-
Paper by Xiang and Lesser presented on November 11, 2003: local copy, pdf
-
Notes by Jingshan Huang and Sharon Xi on paper by Xiang and Lesser
presented on November 11, 2003, ppt
The Association for Uncertainty in Artificial Intelligence Web Site
Software Packages for Graphical Models/Bayesian Networks, maintained by Kevin
Murphy.