Author : Petr Hajek,Tomas Havranek,Radim Jirousek
Publisher : CRC Press
Page : 310 pages
File Size : 48,8 Mb
Release : 1992-06-29
Category : Computers
ISBN : 0849363683
Uncertain Information Processing In Expert Systems by Petr Hajek,Tomas Havranek,Radim Jirousek Pdf
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.