A multiscale model for multivariate time series forecasting

Abstract Transformer based models for time-series forecasting have shown promising performance and during the past few years different Transformer variants have been proposed in time-series forecasting domain. However, most of the existing methods, mainly represent the time-series from a single scal...

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Bibliographic Details
Main Authors: Vahid Naghashi, Mounir Boukadoum, Abdoulaye Banire Diallo
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-82417-4
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