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MEMBERS OF RESEARCH CENTER
Research Centre
Data - Algorithms - Decision Making
Data - Algorithms - Decision Making
Established in 2005 under support of MŠMT ČR (project 1M0572)
Publications
An Attempt to Define Graphical Models in Dempster-Shafer Theory of Evidence
Typ:
Conference paper
Authors:
Proceedings name:
Combining Soft Computing and Statistical Methods in Data Analysis
Publisher:
Springer-Verlag
Serie:
Berlin, Heidelberg
Year:
2010
ISBN:
978-3-642-14745-6
ISSN:
1867-5662
Keywords:
Discrete belief functions, conditional independence, graphic
Anotation:
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.