14 Probabilistic Reasoning
14.1 Representing Knowledge in an Uncertain Domain . . . . . . . . . . . . . 510
14.2 The Semantics of Bayesian Networks . . . . . . . . . . . . . . . . . . . . 513
14.
What are Probabilistic Reasoning System?
Belief Network
Data structure called a belief network is used to represent the dependence between variables and to give a concise specification of the joint probability distribution.
Chapter 12—Probabilistic Reasoning and Certainty Factors
J. Barclay Adams
Chapter 13—The Dempster-Shafer Theory of Evidence
Jean Gordon and Edward H. Shortliffe ...
An implementation of a probabilistic reasoning engine based on probabalistic logic networks (PLN).
A probabilistic genetic program evolver called Meta-Optimizing Semantic Evolutionary Search, or MOSES, originally developed by Moshe Looks.
Finally, the rest of the book is devoted to uncertain reasoning and hybrid knowledge-based systems, with a particular emphasis on probabilistic reasoning, fuzzy logic, and the integration of symbolic and connectionist systems.
 See also: Artificial intelligence, Knowledge, AI, Inference, Agent
  
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