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A similarity measure between basic belief assignments

Abstract : A similarity measure between the focal elements used on a distance function of two basic belief assignments in the Theory of Evidence is presented, making way for the application of classical classification algorithms in this field. The properties of this measure are particular to its context, considering the characteristics of the focal elements, their relationship with each other and their proximity to the vacuous belief function that represents the state of total ignorance.
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https://hal-insu.archives-ouvertes.fr/insu-00367475
Contributor : Pascale Talour <>
Submitted on : Wednesday, March 11, 2009 - 1:23:55 PM
Last modification on : Thursday, March 21, 2019 - 2:22:31 PM

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Javier Diaz, Maria Rifqi, Bernadette Bouchon-Meunier. A similarity measure between basic belief assignments. Fusion 2006 - 9th International Conference on Information Fusion, Jul 2006, Florence, Italy. pp.1212-1217, ⟨10.1109/ICIF.2006.301730⟩. ⟨insu-00367475⟩

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