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Publikace

An Attempt to Define Graphical Models in Dempster-Shafer Theory of Evidence

Typ:
Konferenční příspěvek
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Název sborniku:
Combining Soft Computing and Statistical Methods in Data Analysis
Nakladatel:
Springer-Verlag
Místo vydání:
Berlin, Heidelberg
Rok:
2010
ISBN:
978-3-642-14745-6
ISSN:
1867-5662
Klíčová slova:
Discrete belief functions, conditional independence, graphic
Anotace:
The goal of the paper is to introduce graphical models in Dempster-Shafer theory of evidence. The way the models are defined is a natural and straightforward generalization of the approach from probability theory. The models possess the same Global Markov Properties, which holds for probabilistic graphical models.
 
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