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Keywords = ARIMA
Number of Articles: 3
COMPARATIVE STUDY OF ARIMA AND ARTIFICIAL NEURAL NETWORK METHODS FOR IRAN ELECTRICITY FORECASTING
Volume 13, Issue 41 , February 2010, , Pages 107-121
Abstract
Electricity demand is growing very fast in Iran and it is important to forecast its future demand and its monthly variation accurately. Artificial Neural Network (ANN) is a powerful tool for nonlinear models for forecasting and it was used to estimate monthly electricity demand in this study. In this ... Read MoreOil Price Forecasting; A Comparison between ARIMA and ANN Models
Volume 9, Issue 32 , October 2007, , Pages 161-183
Abstract
Ability of Artificial Neural Networks (ANNs) as a powerful tool in simulation and prediction in science and engineering has made it attractive to economists. In this article, after a brief review of literature, a comparison of forecasting performance of ANN versus ARIMA is made. The data used are daily ... Read MoreForecasting Crude Oil Futures Prices
Volume 6, Issue 21 , February 2005, , Pages 67-90