Crossmark

TCLformer: enhancing multi-scale time series forecasting with temporal decomposition and convolution-enhanced LogSparse self-attention

Published Online: 2026-03-23

Authors

Wu, Xiaohe

Zhang, Kun

Cai, Chenxi

Chen, Dianying

Liu, Yaodi
License Information

Text and Data Mining valid from 2026-03-23

Version of Record valid from 2026-03-23
More Information

Article History

Received: 16 August 2025

Accepted: 13 February 2026

First Online: 23 March 2026

Declarations

:

: The authors declare that there are no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Document is current