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Probability propagation nets

  • A class of high level Petri nets, called "probability propagation nets", is introduced which is particularly useful for modeling probability and evidence propagation. These nets themselves are well suited to represent the probabilistic Horn abduction, whereas specific foldings of them will be used for representing the flows of probabilities and likelihoods in Bayesian networks.

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Metadaten
Author:Kurt Lautenbach, Alexander Pinl
URN:urn:nbn:de:kola-1274
Series (Volume no.):Arbeitsberichte, FB Informatik (2007,20)
Document Type:Part of Periodical
Language:English
Date of completion:2007/07/06
Date of publication:2007/07/06
Publishing institution:Universität Koblenz-Landau, Campus Koblenz, Universitätsbibliothek
Release Date:2007/07/06
Tag:Bayes Procedures; Horn Clauses; Petri Nets; Probability; Propagation; Stochastic Logic
Number of pages:16
Institutes:Fachbereich 4 / Fachbereich 4
Fachbereich 4 / Institut für Informatik
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
Licence (German):License LogoEs gilt das deutsche Urheberrecht: § 53 UrhG