• DocumentCode
    2758262
  • Title

    An Adaptive Framework for Diagnosis Validation

  • Author

    Popescu, Manuela ; Lorenz, Pascal ; Nicod, Jean Marc

  • Author_Institution
    Univ. of Besancon, Besancon, France
  • fYear
    2009
  • fDate
    11-16 Oct. 2009
  • Firstpage
    123
  • Lastpage
    129
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • 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
  • Type

    conf

  • DOI
    10.1109/ADVCOMP.2009.38
  • Filename
    5359551