A new definition of qualified gain in a data fusion - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Communication Dans Un Congrès Année : 2002

A new definition of qualified gain in a data fusion

Anne Boyer

Résumé

A formal framework is proposed for defining data fusion processes and particularly a notion of qualified gain in a data fusion process is proposed: gain in representation, completeness, accuracy and certainty. These notions are applied to a medical monitoring and diagnosis problem where a dynamic Bayesian network (DBN) is used to modelize time series of observations and evolving states. The model aims at giving a daily diagnosis. Our experiments are under way by using data of an already existing system collected on kidney disease patients. Results will be characterized using our notion of qualified gains.
Fichier non déposé

Dates et versions

inria-00100825 , version 1 (26-09-2006)

Identifiants

  • HAL Id : inria-00100825 , version 1

Citer

David Bellot, Anne Boyer, François Charpillet. A new definition of qualified gain in a data fusion. The Fifth International Conference on Information Fusion - FUSION'2002, 2002, Annapolis, Maryland, USA, 8 p. ⟨inria-00100825⟩
102 Consultations
0 Téléchargements

Partager

Gmail Facebook X LinkedIn More