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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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 4 vom: 11. Apr., Seite 1932-1949
Auteur principal: Li, Zijian (Auteur)
Autres auteurs: Cai, Ruichu, Fu, Tom Z J, Hao, Zhifeng, Zhang, Kun
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article