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Possibilistic information fusion using maximal coherent subsets


Congress title :IEEE International Conference on Fuzzy Systems
Congress town :Londres
Congress date :23/07/2007

Summary

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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