Transferable Time-Series Forecasting Under Causal Conditional Shift

This paper focuses on the problem of semi-supervised domain adaptation for time-series forecasting, which is underexplored in literature, despite being often encountered in practice. Existing methods on time-series domain adaptation mainly follow the paradigm designed for static data, which cannot h...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 4 vom: 15. März, Seite 1932-1949
1. Verfasser: Li, Zijian (VerfasserIn)
Weitere Verfasser: Cai, Ruichu, Fu, Tom Z J, Hao, Zhifeng, Zhang, Kun
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article