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- W2594146540 abstract "This study presents a multiple-input multiple-output (MIMO) approach for multi-step-ahead time series prediction with a Gaussian process regression (GPR) model. We assess the forecasting performance of the GPR model with respect to several neural network architectures. The MIMO setting allows modelling the cross-correlations between all regions simultaneously. We find that the radial basis function (RBF) network outperforms the GPR model, especially for long-term forecast horizons. As the memory of the models increases, the forecasting performance of the GPR improves, suggesting the convenience of designing a model selection criteria in order to estimate the optimal number of lags used for concatenation." @default.
- W2594146540 created "2017-03-16" @default.
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- W2594146540 date "2017-01-01" @default.
- W2594146540 modified "2023-09-27" @default.
- W2594146540 title "Regional tourism demand forecasting with machine learning models: Gaussian process regression vs. neural network models in a multiple-input multiple-output setting" @default.
- W2594146540 hasPublicationYear "2017" @default.
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