Conflict management in information fusion with belief functions

Arnaud Martin 1
Abstract : In Information fusion, the conflict is an important concept. Indeed, combining several imperfect experts or sources allows conflict. In the theory of belief functions, this notion has been discussed a lot. The mass appearing on the empty set during the conjunctive combination rule is generally considered as conflict, but that is not really a conflict. Some measures of conflict have been proposed and some approaches have been proposed in order to manage this conflict or to decide with conflicting mass functions. We recall in this chapter some of them and we propose a discussion to consider the conflict in information fusion with the theory of belief functions.
Type de document :
Pré-publication, Document de travail
2017
Liste complète des métadonnées

Littérature citée [40 références]  Voir  Masquer  Télécharger

https://hal.archives-ouvertes.fr/hal-01586671
Contributeur : Arnaud Martin <>
Soumis le : mercredi 13 septembre 2017 - 10:06:39
Dernière modification le : vendredi 22 septembre 2017 - 15:00:36

Fichiers

conflict.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

  • HAL Id : hal-01586671, version 1
  • ARXIV : 1709.04182

Citation

Arnaud Martin. Conflict management in information fusion with belief functions. 2017. 〈hal-01586671〉

Partager

Métriques

Consultations de la notice

69

Téléchargements de fichiers

12