...Ibtissam Amalou; Oumaima Anzal; Naoual Mouhni; Abdelmounaim Abdali Purpose This paper’s purpose is to enhance multivariate time series forecasting accuracy by introducing a novel preprocessing step: leveraging advanced image deep learning denoising models via a transfer learning approach. We...