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Data Preprocessing in Multilayer Perceptron Modelling
Paper Type  |
Opinion |
Title |
Data Preprocessing in Multilayer Perceptron Modelling |
Author |
Ku R. Ku-Mahamud*, Aniza M. Din and Fathilah M. Alipiah |
Email |
ruhana@uum.edu.my |
|
Abstract: Obtaining a good multilayer perceptron prediction model depends on the choice of data preprocessing techniques. In this study, data were preprocessed, represented and scaled, using two data representation techniques combined with four data scaling techniques. The prediction capability of the network can be enhanced using the proposed techniques.
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Start & End Page |
43 - 48 |
Received Date |
2002-02-13 |
Revised Date |
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Accepted Date |
2002-04-02 |
Full Text |
Download |
Keyword |
multilayer perceptron, data scaling, data normalizing, data pre-processing |
Volume |
Vol.29 No.1 (APRIL 2002) |
DOI |
|
Citation |
Ku-mahamud K.R., Din A.M. and Alipiah F.M., Data Preprocessing in Multilayer Perceptron Modelling, Chiang Mai J. Sci., 2002; 29(1): 43-48. |
SDGs |
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