Observatorio de I+D+i UPM

Memorias de investigación
Communications at congresses:
A Prediction Model to Diabetes using Artificial Metaplasticity
Year:2011
Research Areas
  • Engineering
Information
Abstract
Diabetes is the most common disease nowadays in all populations and in all age groups. Different techniques of artificial intelligence has been applied to diabetes problem. This research proposed the artificial metaplasticity on multilayer perceptron (AMMLP) as prediction model for prediction of diabetes. The Pima Indians diabetes was used to test the proposed model AMMLP. The results obtained by AMMLP were compared with other algorithms, recently proposed by other researchers, that were applied to the same database. The best result obtained so far with the AMMLP algorithm is 89.93%.
International
Si
Congress
IWINAC 2011
960
Place
La Palma, Islas Canarias, España
Reviewers
Si
ISBN/ISSN
0302-9743
10.1007/978-3-642-21326-7_45
Start Date
30/05/2011
End Date
03/06/2011
From page
418
To page
425
Foundations on Natural and Artificial Computation Lecture Notes in Computer Science, 2011, Volume 6687/2011
Participants
  • Autor: Alexis Enrique Marcano Cedeño (UPM)
  • Autor: Diego Andina De la Fuente (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Automatización en Señal y Comunicaciones (GASC)
  • Centro o Instituto I+D+i: Centro de tecnología Biomédica CTB
  • Departamento: Señales, Sistemas y Radiocomunicaciones
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Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
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