...Fabrizio Antolini; Samuele Cesarini Purpose This study evaluates the performance of Artificial Intelligence models, specifically Long Short-Term Memory and Convolutional Neural Networks, by comparing them with traditional econometric approaches, namely exponential smoothing (ETS) and SARIMA...