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Artificial Neural Networks versus Box-Jenkins Methodology in Tourism Demand Analysis

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Academic year: 2019

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Figure 1. Structure of a Feedforward Artificial Neural Network (Adapted from Haykin, 1999:13)
Figure 2. Overnights in the North and Centre regions of Portugal, from 1987:01 to 2006:12
Figure 3. Transformed Original Data, for the period from 1987:01 to 2006:12.
Figure 4. Estimated ACF and PACF of the series after simple and seasonal differencing for the two regions
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