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Conferences and Events (3) Projects and Systems (7) Software (26)

 Web Pages    1 - 10   of   13


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

http://www.auai.org/

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

http://dags.stanford.edu

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

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

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 4 - Belief Revision Browse Website open in new window
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

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

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

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Slides and additional notes from a tutorial by Nir Friedman and Daphne Koller on automated learning of belief networks, given at the Neural Information Processing Systems (NIPS-2001) conference

http://www.cs.huji.ac.il/~nirf/Nips01-Tutorial/

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Briefing document with a short survey of Bayesian statistics

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

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Paper about combining probabilistic models and human-intuitive approaches to modeling uncertainty by generating qualitative verbal explanations of reasoning.

http://www.pitt.edu/~druzdzel/abstracts/aisb.html

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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/

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