Uncertain Information Processing In Expert Systems

1st Edition

Petr Hajek, Tomas Havranek, Radim Jirousek

CRC Press
Published June 29, 1992
Reference - 304 Pages
ISBN 9780849363689 - CAT# 6368

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Summary

Uncertain Information Processing in Expert Systems systematically and critically examines probabilistic and rule-based (compositional, MYCIN-like) systems, the two most important families of expert systems dealing with uncertainty. The book features a detailed introduction to probabilistic systems (including methods using graphical models and methods of knowledge integration), an analysis of compositional systems based on algebraic considerations, an application of graphical models, and the Dempster-Shafer theory of evidence and its use in expert systems. The book will be useful to anyone working in artificial intelligence, statistical computing, symbolic logic, and expert systems.

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