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A novel extreme adaptive GRU for multivariate time series forecasting

Abstract Multivariate time series forecasting is a critical problem in many real-world scenarios. Recent advances in deep learning have significantly enhanced the ability to tackle such problems. However, a primary challenge in time series forecasting comes from the imbalanced time series data that...

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Bibliografische gegevens
Hoofdauteurs: Yifan Zhang, Rui Wu, Sergiu M. Dascalu, Frederick C. Harris
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Portfolio 2024-02-01
Reeks:Scientific Reports
Online toegang:https://doi.org/10.1038/s41598-024-53460-y
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