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Enhancing Nuclear Safety


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Possibilistic information fusion using maximal coherent subsets


Congress title :Rencontres francophones sur la logique floue et ses applications
Congress town :Nimes
Congress date :22/11/2007

Summary

When multiple sources provide information about the same badly known quantity, aggregating them into a coherent and interpretable synthesis is often a tedious problem, especially when some conflict is present. In this paper, we propose and explore a fusion method using the notion of maximal coherent subsets (often used in logic) on quantitative possibility distributions. This methods result, a fuzzy belief structure, is then used to extract useful information about sources or to build a final synthetic possibility distribution.

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