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Belief Conditioning in DSmT

SYSNO ASEP	0330354
Document Type	C - Proceedings Paper (int. conf.)
R&D Document Type	Conference Paper
Title	Belief Conditioning in DSmT
Title	Podmiňování domnění v DSmT
Author(s)	Daniel, Milan (UIVT-O)_{RID, SAI, ORCID}
Source Title	Proceedings of Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty. - Ostrava : Universitatis Ostraviensis, 2009 / Novák V. ; Pavliska V. ; Štěpnička M.
Pages	s. 29-40
Number of pages	12 s.
Action	Czech-Japan Seminar on Data Analysis and Decision-Making under Uncertainty /12./
Event date	24.09.2009-27.09.2009
VEvent location	Litomyšl
Country	CZ - Czech Republic
Event type	WRD
Language	eng - English
Country	CZ - Czech Republic
Keywords	belief function ; belief combination rule ; belief conditioning rule ; Dempster-Shafer theory ; DSm theory ; overlapping elements ; reasoning under uncertainty
Subject RIV	BA - General Mathematics
R&D Projects	GEICC/08/E018 GA ČR - Czech Science Foundation (CSF)
CEZ	AV0Z10300504 - UIVT-O (2005-2011)
Annotation	Basic notions from both Dempster-Shafer theory and DSmT (Dezert-Smarandache theory) are briefly reminded, followed by a recapitulation of the existing results on DSm conditioning. Analogically to the analysis of belief conditioning in the classical case, the existing DSm belief conditioning rules (BCRs) are analysed and the new generalized plain BCR is defined, a general formula for DSm BCRs is presented, and the general DSm BCR is defined. Further, the negative conditioning in the lattice based DSm approach is introduced, the negative plain and negative Dempster's BCRs are defined and first results of these new rules are presented. Finally a wide area of open problems of negative DSm belief conditioning and its relation to positive conditioning is sketched.
Workplace	Institute of Computer Science
Contact	Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800
Year of Publishing	2010

Number of the records: 1