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stat.ML2018
Modelling tourism demand to Spain with machine learning techniques. The impact of forecast horizon on model selection
Oscar Claveria, Enric Monte, Salvador Torra
This study assesses the influence of the forecast horizon on the forecasting performance of several machine learning techniques. We compare the fo recast accuracy of Support Vector…
stat.ML2018
Modelling cross-dependencies between Spain's regional tourism markets with an extension of the Gaussian process regression model
Oscar Claveria, Enric Monte, Salvador Torra
This study presents an extension of the Gaussian process regression model for multiple-input multiple-output forecasting. This approach allows modelling the cross-dependencies betw…