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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.
| 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): |  Es gilt das deutsche Urheberrecht: § 53 UrhG |
