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Data fusion application from evidential databases as a support for decision making

Telmoudi, Abdelkader; Chakhar, Salem (2004), Data fusion application from evidential databases as a support for decision making, Information and Software Technology, 46, 8, p. 547-555. http://dx.doi.org/10.1016/j.infsof.2003.10.005

Type
Article accepté pour publication ou publié
Date
2004
Journal name
Information and Software Technology
Volume
46
Number
8
Publisher
Elsevier
Pages
547-555
Publication identifier
Metadata
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Author(s)
Telmoudi, Abdelkader
Chakhar, Salem
Abstract (EN)
We present in this paper, a data fusion [Third International Conference in Information Fusion, Paris, 2000] algorithm from evidential databases [IEEE SMC’02, 2002]. This algorithm has the specificity of using a hybrid operator avoiding the overwhelming trace problem. Besides, it uses a specific scale for computing reliabilities of information's sources. We apply then data fusion to a company in order to improve the decision-making process.
Subjects / Keywords
Decision-making process; Reliability; Overwhelming trace problem; Evidential databases; Data fusion