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On Graphical (Decomposable) Models and Belief Networks in Dempster-Shafer Theory of Evidence
- 1.0350716 - ÚTIA 2011 JP eng C - Conference Paper (international conference)
Jiroušek, Radim
On Graphical (Decomposable) Models and Belief Networks in Dempster-Shafer Theory of Evidence.
Proceedings of the 13th Czech-Japan Seminar on Data Analysis and Decision Making in Service Science. Otaru: University Hall, 2010 - (Itoh, T.; Suzuki, K.), s. 61-66
[Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /13./. Otaru (JP), 03.11.2010-05.11.2010]
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 * multidimensional model * Dempster-Shafer theory * graphical model * operator of composition
Subject RIV: IN - Informatics, Computer Science
http://library.utia.cas.cz/separaty/2010/MTR/jirousek-on graphical (decomposable) models and belief networks in dempster-shafer theory of evidence.pdf
The paper shows that the ideas on which GMM are based can be applied also within the framework of Dempster-Shafer theory of evidence. Two types of factorization of basic assignments with the help of which we are able to define three types of GMMs are introduced
Permanent Link: http://hdl.handle.net/11104/0190644
Number of the records: 1