Browsing Department of Computing Science and Information Technology (DCSIT) 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)"

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SEASONAL TIME SERIES FORECASTING: A COMPARATIVE STUDY OF ARIMA AND ANN MODELS

Kihoro, J.M.; Otieno, R.O.; Wafula, C. (2004-12)

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 ...

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