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An Attempt to Define Graphical Models in Dempster-Shafer Theory of Evidence
- 1.0350720 - ÚTIA 2011 RIV DE eng C - Conference Paper (international conference)
Jiroušek, Radim
An Attempt to Define Graphical Models in Dempster-Shafer Theory of Evidence.
Combining Soft Computing and Statistical Methods in Data Analysis. Berlin, Heidelberg: Springer-Verlag, 2010 - (Borgelt, C.; Gonzales-Rodriguez, G.; Trutschnig, W.; Lubiano, M.; Gil, M.; Grzegorzewski, P.; Hryniewicz, O.), s. 361-368. ISBN 978-3-642-14745-6. ISSN 1867-5662.
[5th Int. Conf. on Soft Methods in Probability and Statistics. Oviedo and Mieres (ES), 28.09.2010-01.10.2010]
R&D Projects: GA MŠMT 1M0572; GA ČR GA201/09/1891
Grant - others:GA ČR(XE) ICC/08/E010 Eurocores LogICCC
Institutional research plan: CEZ:AV0Z10750506
Keywords : Discrete belief functions * conditional independence * graphical model
Subject RIV: IN - Informatics, Computer Science
http://library.utia.cas.cz/separaty/2010/MTR/jirousek-an attempt to define graphical models in dempster-shafer theory of evidence.pdf
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.
Permanent Link: http://hdl.handle.net/11104/0190646
Number of the records: 1