Title :
An Adaptive Framework for Diagnosis Validation
Author :
Popescu, Manuela ; Lorenz, Pascal ; Nicod, Jean Marc
Author_Institution :
Univ. of Besancon, Besancon, France
Abstract :
In the field of system and network diagnosis,there is a variety of modeling and inference methods reported in literature. However, very few are focusing on the validation and knowledge transfer in case of similar symptoms. In this article, we are proposing an adaptive framework for diagnosis validation and transfer of information from successful outcomes for future use and optimization of the diagnostic activity.It is shown that this mechanism allows a post-validation of successful diagnosis actions, optimizing the diagnosis process and increasing its accuracy.
Keywords :
inference mechanisms; program verification; inference methods; knowledge transfer; network diagnosis validation; system diagnosis; Artificial neural networks; Computer applications; Computer networks; Control systems; Fault diagnosis; Knowledge acquisition; Knowledge transfer; Maintenance; Monitoring; Object oriented modeling; diagnosis validation; knowledge transfer; system diagnosis; validation;
Conference_Titel :
Advanced Engineering Computing and Applications in Sciences, 2009. ADVCOMP '09. Third International Conference on
Conference_Location :
Sliema
Print_ISBN :
978-1-4244-5082-4
Electronic_ISBN :
978-0-7695-3829-7
DOI :
10.1109/ADVCOMP.2009.38