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Memorias de investigación
Research Publications in journals:
Method Of Activation For A Set Of Rules Using Neural Network
Year:2009
Research Areas
  • Artificial intelligence
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
JCR
No
Title
Intelligent Decision Making Systems Proceedings of the 4th International ISKE Conference on Intelligent Systems and Knowledge Engineering
ISBN
1793-7868
Impact factor JCR
0
Impact info
Volume
Journal number
2
From page
46
To page
52
Month
ENERO
Ranking
Participants
  • Autor: Ana Martinez Blanco (UPM)
  • Autor: Angel Luis Castellanos Peñuela (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Computación Natural
  • Departamento: Ciencias Básicas Aplicadas a la Ingeniería Forestal
S2i 2019 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)