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An alternative approach to evidential network construction
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SYSNO ASEP 0352979 Document Type C - Proceedings Paper (int. conf.) R&D Document Type Conference Paper Title An alternative approach to evidential network construction Author(s) Vejnarová, Jiřina (UTIA-B) RID Source Title Combining Soft Computing and Statistical Methods in Data Analysis. - Berlin, Heidelberg : Springer-Verlag, 2010 / Borgelt Ch. ; Gonzales-Rodriguez G. ; Trutschnig W. ; Lubiano M.A. ; Gil M.A. ; Grzegorzewski P. ; Hryniewicz O. - ISSN 1867-5662 - ISBN 978-3-642-14745-6 Pages s. 619-626 Number of pages 8 s. Action Soft Methods in Probability and Statistics Event date 28.09.2010-01.10.2010 VEvent location Oviedo Country ES - Spain Event type WRD Language eng - English Country DE - Germany Keywords belief network ; conditional independence ; evidence theory Subject RIV BA - General Mathematics R&D Projects GA201/09/1891 GA ČR - Czech Science Foundation (CSF) CEZ AV0Z10750506 - UTIA-B (2005-2011) UT WOS 000289216000076 EID SCOPUS 80052997443 DOI 10.1007/978-3-642-14746-3_76 Annotation We present an alternative approach to belief network construction based on operator of composition of basic assignments. We show that belief networks constructed in this way have similar structural properties to Bayesian networks in contrary to previously proposed directed evidential networks by Ben Yaghlane et al. Workplace Institute of Information Theory and Automation Contact Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Year of Publishing 2011
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