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Memorias de investigación
Communications at congresses:
METHOD OF ACTIVATION FOR A SET OF RULES USING NEURAL NETWORKS 4Th International Conference ON INTELLIGENT SYSTEM AND kNOWLEDGE ENGINEERING ISKE2009 METHOD
Year:2009
Research Areas
  • Architecture of computers
Information
Abstract
This work presents a new method to solve the nowadays problems about the symbolic knowledge acquisition from the weights of a neural network. It can be divided into two sections. The former corresponds to the framework whose idea is to support knowledge acquisition, where the optimum way of training the neural network is related with the knowledge that can be acquired. The relationship among the knowledge stored in the weights and the new implemented method to acquire rules from the weights is explained. The latter stage is a method to decide the rule to trigger for a new prediction.
International
Si
Congress
4th International ISKE Conference on Intelligent Systems and Knowledge Engineering
960
Place
university of Hasselt (Belgica)
Reviewers
Si
ISBN/ISSN
981-4295-05-1
10.1142/9789814295062_0007
Start Date
27/11/2009
End Date
28/11/2009
From page
46
To page
51
INTELLIGENT DECISION MAKING SYSTEMS Proceedings of the 4th International ISKE Conference on Intelligent Systems and Knowledge Engineering World Scientific Proceedings Series on Computer Engineering and Information Science - Vol. 2
Participants
  • Autor: Ana Martinez Blanco (UPM)
  • Autor: Angel Luis Castellanos Peñuela (UPM)
Research Group, Departaments and Institutes related
  • Creador: Departamento: Ciencias Básicas Aplicadas a la Ingeniería Forestal
S2i 2019 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
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