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LLORET , Isidro

Last name: LLORET

First name: Isidro

December 13, 2022 (v1)

Publication

Metadata-only

Two deep learning approaches to forecasting disaggregated freight flows: convolutional and encoder–decoder recurrent

Lloret, Isidro Troyano Jiménez, José Antonio Enríquez de Salamanca Ros, Fernando

Time series forecasting of disaggregated freight flow is a key issue in decision-making by port authorities. For this purpose and to test new deep learning techniques we have selected seven time series of imported goods from Morocco to Spain through the port of Algeciras, and we have tested two forecasting deep neural networks models: dilated...

Uploaded on: March 24, 2023