Browsing School of Pure and Applied Sciences by Subject "Time Series; Seasonal Autoregressive Integrated Moving Average (SARIMA); Artificial Neural Network (ANN); Multilayered Perceptrons (MLP); Time lagged Neural Networks (TLNN); Automatic Relevance Determination (ARD)"
Now showing items 1-1 of 1
-
Seasonal time series forecasting: A comparative study of ARIMA and ANN models
(African Journal of Science and Technology (AJST), 2004)This paper addresses the concerns of Faraway and Chatfield (1998) who questioned the forecasting ability of Artificial Neural Networks (ANN). In particular the paper compares the performance of Artificial Neural Networks ...