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Belief Networks and Local Computations
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SYSNO ASEP 0364674 Document Type C - Proceedings Paper (int. conf.) R&D Document Type Conference Paper Title Belief Networks and Local Computations Author(s) Jiroušek, Radim (UTIA-B) ORCID Number of authors 1 Source Title Nonlinear Mathematics for Uncertainty and its Applications. - Chennai : Springer, 2011 / Li Shoumei ; Wang Xia ; Okazaki Yoshiaki ; Kawabe Jun ; Murofushi Toshiaki ; Guann Li - ISBN 978-3-642-22832-2 Pages s. 179-188 Number of pages 10 s. Action Nonlinear Mathematics for Uncertainty and its Applications Event date 07.09.2011-09.09.2011 VEvent location Peking Country CN - China Event type WRD Language eng - English Country IN - India Keywords operator of composition ; factorization ; decomposable model ; conditioning Subject RIV IN - Informatics, Computer Science R&D Projects 1M0572 GA MŠMT - Ministry of Education, Youth and Sports (MEYS) GEICC/08/E010 GA ČR - Czech Science Foundation (CSF) GA201/09/1891 GA ČR - Czech Science Foundation (CSF) CEZ AV0Z10750506 - UTIA-B (2005-2011) Annotation This paper is one of many attempts to introduce graphical Markov models within Dempster-Shafer theory of evidence. Here we take full advantage of the notion of factorization, which in probability theory (almost) coincides with the notion of conditional independence. Workplace Institute of Information Theory and Automation Contact Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Year of Publishing 2012
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