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Belief Revision - http://beliefrevision.org
Software, publications, teaching material, and news on belief revision - from the Business and Technology Research Laboratory at the University of Newcastle, Australia |
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B-Course - Dependence and classification modeling - http://b-course.cs.helsinki.fi
A free, interactive tutorial on Bayesian modeling, in particular dependence and classification modeling. |
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Cause, chance and Bayesian statistics - http://www.abelard.org/briefings/bayes.htm
Briefing document with a short survey of Bayesian statistics |
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Query DAGs: A Practical Paradigm for Implementing Belief-Network Inference - http://www.cs.cmu.edu/afs/cs/project/jair/pub/volume6/darwiche97a-html/jair-f.html
Article published in JAIR (Journal of AI Research) about a way to implement belief networks by compiling networks into arithmetic expressions and then answering queries using an evaluation algorithm. |
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Qualitative Verbal Explanations in Bayesian Belief Networks - http://www.pitt.edu/~druzdzel/abstracts/aisb.html
Paper about combining probabilistic models and human-intuitive approaches to modeling uncertainty by generating qualitative verbal explanations of reasoning. |