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Inference v Bayesovských sítích / Inference in Bayesian Networks

This master's thesis deals with demonstration of various approaches to probabilistic inference in Bayesian networks. Basics of probability theory, introduction to Bayesian networks, methods for Bayesian inference and applications of Bayesian networks are described in theoretical part. Inference techniques are explained and complemented by their algorithm. Techniques are also illustrated on example. Practical part contains implementation description, experiments with demonstration applications and conclusion of the results.

Identiferoai:union.ndltd.org:nusl.cz/oai:invenio.nusl.cz:236341
Date January 2013
CreatorsŠimeček, Josef
ContributorsRozman, Jaroslav, Zbořil, František
PublisherVysoké učení technické v Brně. Fakulta informačních technologií
Source SetsCzech ETDs
LanguageCzech
Detected LanguageEnglish
Typeinfo:eu-repo/semantics/masterThesis
Rightsinfo:eu-repo/semantics/restrictedAccess

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