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Intégration d'une mesure d'indépendance pour la fusion d'informations

Abstract : Many information sources are considered into data fusion in order to improve the decision in terms of uncertainty and imprecision. For each technique used for data fusion, the asumption on independance is usually made. We propose in this article an approach to take into acount an independance measure befor to make the combination of information in the context of the theory of belief functions.
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Submitted on : Thursday, January 22, 2015 - 2:11:43 PM
Last modification on : Friday, March 6, 2020 - 4:10:03 PM
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  • HAL Id : hal-01108256, version 1


Mouloud Kharoune, Arnaud Martin. Intégration d'une mesure d'indépendance pour la fusion d'informations. Atelier Fouille de données complexes, Extraction et Gestion des Connaissances (EGC), Jan 2013, Toulouse, France. ⟨hal-01108256⟩



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