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Conference papers

A similarity measure between basic belief assignments

Javier Diaz 1 Maria Rifqi 1 Bernadette Bouchon-Meunier 1 
1 MALIRE - Machine Learning and Information Retrieval
LIP6 - Laboratoire d'Informatique de Paris 6
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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Submitted on : Wednesday, March 11, 2009 - 1:23:55 PM
Last modification on : Sunday, June 26, 2022 - 9:54:40 AM



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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