Performance of Deep Learning models with transfer learning for multiple-step-ahead forecasts in monthly time series

Deep Learning and transfer learning models are being used to generate time series forecasts; however, there is scarce evidence about their performance prediction that it is more evident for monthly time series. The purpose of this paper is to compare Deep Learning models with transfer learning and...

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Bibliographic Details
Main Authors: Martín Solís, Luis-Alexander Calvo-Valverde
Format: Article
Language:English
Published: Asociación Española para la Inteligencia Artificial 2022-12-01
Series:Inteligencia Artificial
Subjects:
Online Access:http://journal.iberamia.org/index.php/intartif/article/view/891