Institute of Information Theory and Automation

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Bibliography

Conference Paper (international conference)

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

Jiroušek Radim

: Combining Soft Computing and Statistical Methods in Data Analysis, p. 361-368 , Eds: Borgelt Ch. , Gonzales-Rodriguez G. , Trutschnig W. , Lubiano M.A. , Gil M.A. , Grzegorzewski P. , Hryniewicz O.

: 5th Int. Conf. on Soft Methods in Probability and Statistics, (Oviedo and Mieres, ES, 28.09.2010-01.10.2010)

: CEZ:AV0Z10750506

: 1M0572, GA MŠk, GA201/09/1891, GA ČR, ICC/08/E010 Eurocores LogICCC, GA ČR

: Discrete belief functions, conditional independence, graphical model

: http://library.utia.cas.cz/separaty/2010/MTR/jirousek-an attempt to define graphical models in dempster-shafer theory of evidence.pdf

(eng): 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.

: IN

2019-01-07 08:39