Claveria, Oscar; Monte, Enric; Torra, Salvador - Facultat d'Economia i Empresa, Universitat de Barcelona - 2015
models. We use three different Artificial Neural Networks techniques to forecast tourist demand: a multi-layer perceptron, a … performance of the networks, which hints at the significance of deseasonalizing the time series when using neural networks with … forecasting purposes. These results reveal that, when using seasonal data, neural networks performance can be significantly …