Comparative study of approximations of generalized beliefs functions

Étude comparative d'approximation de fonctions de croyances généralisées

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Authors
  1. Djiknavorian, P.
  2. Martin, A.
  3. Grenier, D.
  4. Valin, P.
Corporate Authors
Defence R&D Canada - Valcartier, Valcartier QUE (CAN)
Abstract
This paper is a comparative behaviour analysis of an implementation of the outer approximation of belief structures using a hierarchical clustering approach applied to general belief functions applied for a case of information fusion coming from an ESM (Electronic Support Measures) sensor. The objective is to maintain a good decision rate for the decision support system based on this approximation relatively to a system without approximation, while obtaining a gain in terms of execution time.

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Report Number
DRDC-VALCARTIER-SL-2010-456 — Scientific Literature
Date of publication
01 Nov 2010
Number of Pages
8
DSTKIM No
CA035175
CANDIS No
534708
Format(s):
Electronic Document(PDF)

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