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 Conferences and Events (3) Projects and Systems (7) |
Software (29) |
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A Brief Introduction to Graphical Models and Bayesian Networks Kevin Murphy's tutorial, including a recommended reading list. http://www.cs.berkeley.edu/~murphyk/Bayes/bayes.html - Report |
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An Introduction to Bayesian Networks and Their Contemporary Applications 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/ - Report |
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Association for Uncertainty in Artificial Intelligence Main association for belief network researchers. Runs the annual Uncertainty in Artificial Intelligence (UAI) conferences, and the UAI mailing list. http://www.auai.org/ - Report |
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B-Course - Dependence and classification modeling A free, interactive tutorial on Bayesian modeling, in particular dependence and classification modeling. http://b-course.cs.helsinki.fi - Report |
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Bayesian Network Repository 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/ - Report |
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Belief Networks and Variational Methods : Amos Storkey Dynamic Trees are mixtures of tree structured belief networks, and are used as models for image segmentation and tracking. http://homepages.inf.ed.ac.uk/amos/belief.html - Report |
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Belief Revision 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 - Report |
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Cause, chance and Bayesian statistics Briefing document with a short survey of Bayesian statistics http://www.abelard.org/briefings/bayes.htm - Report |
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Daphne's Approximate Group of Students (DAGS) Daphne Koller's research group on probabilistic representation, reasoning, and learning at Stanford University http://dags.stanford.edu - Report |
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Decision Systems Lab (DSL) 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/ - Report |
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