THE EFFECT OF DECOMPOSITION METHOD AS DATA PREPROCESSING ON NEURAL NETWORKS MODEL FOR FORECASTING TREND AND SEASONAL TIME SERIES

Recently, one of the central topics for the neural networks (NN) community is the issue of data preprocessing on the use of NN. In this paper, we will investigate this topic particularly on the effect of Decomposition method as data processing and the use of NN for modeling effectively time series w...

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Detalhes bibliográficos
Main Authors: Subanar Subanar, Suhartono Suhartono
Formato: Artigo
Idioma:Inglês
Publicado em: Petra Christian University 2006-01-01
Colecção:Jurnal Teknik Industri
Assuntos:
decomposition
data preprocessing
neural networks
trend
seasonality
time series
forecasting.
Acesso em linha:http://puslit2.petra.ac.id/ejournal/index.php/ind/article/view/16556
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