Počet záznamů: 1

An Attempt to Define Graphical Models in Dempster-Shafer Theory of Evidence

  1. 1.
    0350720 - UTIA-B 2011 RIV DE eng C - Konferenční příspěvek (zahraniční konf.)
    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]
    Grant CEP: GA MŠk 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 * graphical model
    Kód oboru RIV: IN - Informatika
    http://library.utia.cas.cz/separaty/2010/MTR/jirousek-an attempt to define graphical models in dempster-shafer theory of evidence.pdf 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.
    Trvalý link: http://hdl.handle.net/11104/0190646