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Communication Dans Un Congrès Année : 2007

Possibilistic information fusion using maximal coherent subsets (FUZZ- IEEE 2007)

Résumé

When multiple sources provide information about the same unknown quantity, their fusion into a synthetic interpretable message is often a tedious problem, especially when sources are conflicting. In this paper, we propose to use possibility theory and the notion of maximal coherent subsets, often used in logic-based representations, to build a fuzzy belief structure that will be instrumental both for extracting useful information about various features of the information conveyed by the sources and for compressing this information into a unique possibility distribution.
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Dates et versions

irsn-00196586 , version 1 (13-12-2007)

Identifiants

Citer

Sébastien Destercke, Didier Dubois, Eric Chojnacki. Possibilistic information fusion using maximal coherent subsets (FUZZ- IEEE 2007). IEEE International Confernence on Fuzzy Systems Conference, 2007 (FUZZ- IEEE 2007), IEEE, Jul 2007, London, United Kingdom. pp.1-6, ⟨10.1109/FUZZY.2007.4295407⟩. ⟨irsn-00196586⟩
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