UNetPlusTS: Decomposition-Mixing UNet++ Architecture for Long-Term Time Series Forecasting

Author:

Cheng Xuelin,Chen Xince,Wu Botao,Zou Xu,Yang Haozheng,Zhao Runjie

Publisher

Springer Nature Singapore

Reference27 articles.

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2. Cai, L., Janowicz, K., Mai, G., Yan, B., Zhu, R.: Traffic transformer: capturing the continuity and periodicity of time series for traffic forecasting. Trans. GIS 24(3), 736–755 (2020)

3. Chen, S.A., Li, C.L., Yoder, N., Arik, S.O., Pfister, T.: TSmixer: an all-MLP architecture for time series forecasting. arXiv preprint arXiv:2303.06053 (2023)

4. Cleveland, R.B., Cleveland, W.S., McRae, J.E., Terpenning, I., et al.: STL: a seasonal-trend decomposition. J. Off. Stat. 6(1), 3–73 (1990)

5. Das, A., Kong, W., Leach, A., Sen, R., Yu, R.: Long-term forecasting with tide: time-series dense encoder. arXiv preprint arXiv:2304.08424 (2023)

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