Multi-Scale Transformer Pyramid Networks for Multivariate Time Series Forecasting

Multivariate Time Series (MTS) forecasting entails the intricate process of modeling temporal dependencies within historical data records. Transformers have demonstrated remarkable performance in MTS forecasting due to their capability to capture long-term dependencies. However, prior work has been...

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Bibliographic Details
Main Authors: Yifan Zhang, Rui Wu, Sergiu M. Dascalu, Frederick C. Harris
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10412052/