DocumentCode
424034
Title
A comparative investigation of the RePART neural network in pattern recognition tasks
Author
De Paula, Anne Magály Canuto ; de Medeiros Santos, A.
Author_Institution
Dept. of Inf. & Appl. Math., Fed. Univ. of Rio Grande do Norte, Natal, Brazil
Volume
3
fYear
2004
fDate
25-29 July 2004
Firstpage
2373
Abstract
This work presents a comparative investigation of the performance of the RePART model with the ARTMAP-IC model, when applied to two tasks of pattern recognition. Such investigation has as its main objective to verify whether the RePART model presents higher recognition rate than the performance presented by the other model. Also, a statistical method is applied to the results of the neural networks in order to analyse the significance from a statistical point of view of the neural network performances.
Keywords
ART neural nets; multilayer perceptrons; pattern recognition; statistical analysis; ARTMAP-IC model; RePART neural network; multilayer perceptrons; pattern recognition; statistical method; Artificial intelligence; Artificial neural networks; Biological neural networks; Image databases; Informatics; Intelligent networks; Mathematics; Neural networks; Pattern recognition; Statistical analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on
ISSN
1098-7576
Print_ISBN
0-7803-8359-1
Type
conf
DOI
10.1109/IJCNN.2004.1380998
Filename
1380998
Link To Document