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Contribution of DSm Approach to the Belief Function Theory
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SYSNO ASEP 0310686 Document Type C - Proceedings Paper (int. conf.) R&D Document Type Conference Paper Title Contribution of DSm Approach to the Belief Function Theory Title Přínos DSm přístupu pro teorii domněnkových funkcí Author(s) Daniel, Milan (UIVT-O) RID, SAI, ORCID Source Title Proceedings of IPMU 2008. - Málaga : University of Malaga, 2008 / Magdelana L. ; Ojeda-Aciego M. ; Verdegay J.L. - ISBN 978-84-612-3061-7 Pages s. 417-424 Number of pages 8 s. Publication form CD ROM - CD ROM Action IPMU 2008 /12./ Event date 22.06.2008-27.06.2008 VEvent location Málaga Country ES - Spain Event type WRD Language eng - English Country ES - Spain Keywords belief function ; Dempster-Shafer theory ; DSm theory ; constraints ; overlapping elements ; exclusive elements ; non-separable elements Subject RIV BA - General Mathematics R&D Projects 1ET100300419 GA AV ČR - Academy of Sciences of the Czech Republic (AV ČR) CEZ AV0Z10300504 - UIVT-O (2005-2011) Annotation In this study we engage in belief processing which enables managing of multiple and overlapping elements of a frame of discernment. Our focus is directed on DSm approach, which was originally introduced as a generalization of the Dempster-Shafer theory. Paradoxically, later it was presented also as a special case of the Dempster-Shafer approach applied on such frame of discernment. In this paper we discuss what is new in DSm approach, what are the benefits of DSm approach, and what is its real contribution to belief function theory. Workplace Institute of Computer Science Contact Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800 Year of Publishing 2009
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