Belief Networks Web Directory.


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Home > Computers > Artificial Intelligence > Belief Networks
Directory of Web Resources @ Expo Central : Belief Networks

Computers > Artificial Intelligence > Belief Networks : Categories

Conferences and Events (3)

Projects and Systems (7)

Software (36)

Computers > Artificial Intelligence > Belief Networks : Web Resources

Computers > Artificial Intelligence > Belief Networks : Web-Sites

1. A Brief Introduction to Graphical Models and Bayesian Networks [ Report dead link ]

Kevin Murphy's tutorial, including a recommended reading list.

http://www.cs.berkeley.edu/~murphyk/Bayes/bayes.html

2. An Introduction to Bayesian Networks and Their Contemporary Applications [ Report dead link ]

A survey and tutorial by Daryle Niedermayer - covers material on Bayesian inference in general and selected industrial applications of graphical models

http://www.niedermayer.ca/papers/bayesian/

3. Association for Uncertainty in Artificial Intelligence [ Report dead link ]

Main association for belief network researchers. Runs the annual Uncertainty in Artificial Intelligence (UAI) conferences, and the UAI mailing list.

http://www.auai.org/

4. B-Course - Dependence and classification modeling [ Report dead link ]

A free, interactive tutorial on Bayesian modeling, in particular dependence and classification modeling.

http://b-course.cs.helsinki.fi

5. Bayesian Network Repository [ Report dead link ]

Maintained by Gal Elidan - over a dozen publicly available networks with documentation, in several popular interchange formats

http://www.cs.huji.ac.il/labs/compbio/Repository/

6. Belief Networks and Variational Methods : Amos Storkey [ Report dead link ]

Dynamic Trees are mixtures of tree structured belief networks, and are used as models for image segmentation and tracking.

http://www.anc.ed.ac.uk/~amos/belief.html

7. Belief Revision [ Report dead link ]

Software, publications, teaching material, and news on belief revision - from the Business and Technology Research Laboratory at the University of Newcastle, Australia

http://beliefrevision.org

8. Cause, chance and Bayesian statistics [ Report dead link ]

Briefing document with a short survey of Bayesian statistics

http://www.abelard.org/briefings/bayes.htm

9. Daphne's Approximate Group of Students (DAGS) [ Report dead link ]

Daphne Koller's research group on probabilistic representation, reasoning, and learning at Stanford University

http://dags.stanford.edu

10. Decision Systems Lab (DSL) [ Report dead link ]

Research group at the University of Pittsburgh with links to books and software on probabilistic, decision-theoretic, and econometric graphical models

http://www.sis.pitt.edu/~dsl/

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Computers > Artificial Intelligence > Belief Networks : Web Resources

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