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  • Data pre-processing for neural network-based forecasting: does it really matter? 

    Claveria, Oscar; Monte Moreno, Enrique; Torra Porras, Salvador (2015-11-04)
    Open Access
    This study aims to analyze the effects of data pre-processing on the forecasting performance of neural network models. We use three different Artificial Neural Networks techniques to predict tourist demand: multi-layer ...