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Considérant la dépendance dans la théorie des fonctions de croyance

Abstract : In this paper, we propose to learn sources independence in order to choose the appropriate type of combination rules when aggregating their beliefs. Some combination rules are used with the assumption of their sources independence whereas others combine beliefs of dependent sources. Therefore, the choice of the combination rule depends on the independence of sources involved in the combination. In this paper, we propose also a measure of independence, positive and negative dependence to integrate in mass functions before the combinaision with the independence assumption.
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Submitted on : Tuesday, January 20, 2015 - 9:37:10 AM
Last modification on : Friday, March 6, 2020 - 4:10:02 PM
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  • HAL Id : hal-01105239, version 1
  • ARXIV : 1501.04786

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Mouna Chebbah, Mouloud Kharoune, Arnaud Martin, Boutheina Ben Yaghlane. Considérant la dépendance dans la théorie des fonctions de croyance. Revue des Nouvelles Technologies de l'Information, Hermann, 2014, Fouille de données complexes, RNTI-E-27, pp.43-64. ⟨hal-01105239⟩

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