• română
    • English
    • français
    • Deutsch
    • español
    • italiano
  • français 
    • română
    • English
    • français
    • Deutsch
    • español
    • italiano
  • Ouvrir une session
Voir le document 
  •   Accueil de DSpace
  • Scientific papers - Annals of "Dunarea de Jos" University of Galati - Analele științifice ale Universității "Dunărea de Jos" din Galați
  • Annals of the University "Dunarea de Jos" of Galati. Fascicle III: Electrotechnics, Electronics, Automation Control and Informatics
  • Voir le document
  •   Accueil de DSpace
  • Scientific papers - Annals of "Dunarea de Jos" University of Galati - Analele științifice ale Universității "Dunărea de Jos" din Galați
  • Annals of the University "Dunarea de Jos" of Galati. Fascicle III: Electrotechnics, Electronics, Automation Control and Informatics
  • Voir le document
JavaScript is disabled for your browser. Some features of this site may not work without it.

Modular neuro-fuzzy networks: sollutions for explicit and implicit knowledge integration

Thumbnail
Voir/Ouvrir
ugal_f3_2000_nr9_Neagu.pdf (52.80Ko)
Date
2000
Auteur
Neagu, Ciprian-Daniel
Metadata
Afficher la notice complète
Résumé
In this paper we propose a unified approach for integrating implicit and explicit knowledge in neurosymbolic systems as a combination of neural and neurofuzzy modules. In the developed hybrid system, training data set is used for building neuro-fuzzy modules, and represents implicit domain knowledge. The explicit domain knowledge on the other hand is represented by fuzzy rules, which are directly mapped into equivalent neural structures. The aim of this approach is to improve the abilities of modular neural structures, which are based on incomplete learning data sets, since the knowledge acquired from human experts is taken into account for adapting the general neural architecture. Three methods to combine the explicit and implicit knowledge modules are proposed.
URI
http://10.11.10.50/xmlui/handle/123456789/3708
Collections
  • Annals of the University "Dunarea de Jos" of Galati. Fascicle III: Electrotechnics, Electronics, Automation Control and Informatics [230]

DSpace 6.0 | Copyright © Arthra Institutional Repository
Contactez-nous | Faire parvenir un commentaire
Theme by 
Atmire NV
 

 

Parcourir

Tout DSpaceCommunautés & CollectionsPar date de publicationAuteursTitresSujetsCette collectionPar date de publicationAuteursTitresSujets

Mon compte

Ouvrir une session

DSpace 6.0 | Copyright © Arthra Institutional Repository
Contactez-nous | Faire parvenir un commentaire
Theme by 
Atmire NV