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Conference Paper (international conference)

Almost Bayesian Assignments and Conditional independence: a contribution to Dempster-Shafer theory of evidence

Jiroušek Radim

: Proceedings of the 6th International Symposium on Imprecise Probability: Theories and Applications, p. 249-258

: 6th International Symposium on Imprecise Probability: Theories and Applications, (Durham, GB, 14.07.2009-18.07.2009)

: CEZ:AV0Z10750506

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

: multidimensional models, D-S theory, Bayesian assignments, conditional independence

: http://library.utia.cas.cz/separaty/2010/MTR/jirousek-almost bayesian assignments and conditional independence a contribution to dempster-shafer theory of evidence.pdf

(eng): Bayesian assignments correspond in Dempster-Shafer theory of evidence to probabilistic distributions. The paper introduces a new concept of almost Bayesian assignemnts that generalizes the notion to a more wide class, which contains more general assignments with the limited space requirements.

(cze): V Dempster-Shaferově teorii odpovídají Bayesovská přiřazení pravděpodobnostním distribucím. V práci je zaveden nový pojem skoro bayesovských přiřazení, které jsou sice mnohem obecnější, ale jsou prostorově málo náročná.

: IN

2019-01-07 08:39
Institute of Information Theory and Automation