Počet záznamů: 1

A Note on Local Computations in Dempster-Shafer Theory of Evidence

  1. 1.
    0364729 - UTIA-B 2012 RIV AT eng C - Konferenční příspěvek (zahraniční konf.)
    Jiroušek, Radim
    A Note on Local Computations in Dempster-Shafer Theory of Evidence.
    Proceedings of the 7th International Symposium on Imprecise Probability: Theories and Applications. Innsbruck: STUDIA Universitatsverlag, 2011 - (Coolen, F.; de Cooman, G.; Fetz, T.; Oberguggenberger, M.), s. 219-227. ISBN 978-3-902652-40-9.
    [7th International Symposium on Imprecise Probability: Theories and Applications. Innsbruck (AT), 25.07.2011-28.07.2011]
    Grant CEP: GA MŠk 1M0572; GA ČR GA201/09/1891; GA ČR GEICC/08/E010
    Výzkumný záměr: CEZ:AV0Z10750506
    Klíčová slova: belief function * conditional independence * multidimensional model * factorization * computational complexity
    Kód oboru RIV: IN - Informatika
    http://library.utia.cas.cz/separaty/2011/MTR/jirousek-a note on local computations in dempster-shafer theory of evidence.pdf http://library.utia.cas.cz/separaty/2011/MTR/jirousek-a note on local computations in dempster-shafer theory of evidence.pdf

    The paper studies a possibility of transferring ideas of local computations from probability theory into Dempster-Shafer theory of evidence. The paper recalls decomposable models, discusses connection of the model structure with the corresponding system of conditional independence relations, and shows that under special additional conditions, one can locally compute specific basic assignments which can be considered to be conditional.
    Trvalý link: http://hdl.handle.net/11104/0200132