Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
Flagged and Compact Fuzzy ART: Fuzzy ART in more efficient forms
Year:2010
Research Areas
  • Electronic technology and of the communications
Information
Abstract
Two new simplified algorithms for Fuzzy ART have been developed. Onlycommitted category nodes C rather than the full capacity of the category nodes N (N>>C) are involved in the determination of the winning categoy node. In addition tothat, the initialization for weights and choice values has been eliminated.This reduces a lot the training time without altering the categorazation accuracy.Although, the new architectures are presented toward the fuzzy ART ANN in this work.However, they can be applied to all module of ART.
International
Si
JCR
No
Title
The International Journal of ACM Jordan
ISBN
20787952
Impact factor JCR
0
Impact info
Volume
1
Journal number
3
From page
98
To page
117
Month
ENERO
Ranking
Participants
  • Autor: Kamal R. Al-Rawi
  • Autor: Consuelo Gonzalo Martin (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Informática Aplicada al Procesado de Señal e Imagen
  • Departamento: Arquitectura y Tecnología de Sistemas Informáticos
S2i 2020 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)