MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing

Multivariate time series forecasting has been widely used in various practical scenarios. Recently, Transformer-based models have shown significant potential in forecasting tasks due to the capture of long-range dependencies. However, recent studies in the vision and NLP fields show that the role of...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2023-02
Hauptverfasser:	Li, Zhe, Rao, Zhongwen, Pan, Lujia, Xu, Zenglin
Format:	Artikel
Sprache:	eng
Schlagworte:	Entanglement Forecasting Mathematical models Mixers Modules Multivariate analysis Redundancy Time series Transformers
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!