On Graphical (Decomposable) Models and Belief Networks in Dempster-Shafer Theory of Evidence

0350716 - ÚTIA 2011 JP eng C - Konferenční příspěvek (zahraniční konf.)
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]
Grant CEP: GA MŠMT 1M0572; GA ČR GA201/09/1891
Grant ostatní: GA ČR(XE) ICC/08/E010 Eurocores LogICCC
Výzkumný záměr: CEZ:AV0Z10750506
Klíčová slova: Discrete belief functions * conditional independence * multidimensional model * Dempster-Shafer theory * graphical model * operator of composition
Kód oboru RIV: IN - Informatika
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
Trvalý link: http://hdl.handle.net/11104/0190644