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Probabilisitc Reasoning Systems, Chapter 15: Artificial Intelligence: A Modern Approach.

  author =    {Stuart Russell and Peter Norvig},
  title =     {Artificial Intelligence: A Modern Approach},

Author of the summary: Yaxin Liu, 1999, yxliu@cc.gatech.edu

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Representing knowledge in an uncertain domain, Bayes nets

The semantics of belief networks

Conditional independence relations in belief networks

Inference in belief networks

The nature of probabilistic inferences

An algorithm for answering queries

Inferences in multiply connected belief networks

Case study: the Pathfinder system

Other approaches to uncertain reasoning

Summary author's notes:

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Last modified: Thu Apr 15 11:07:19 EDT 1999