DifFormer : Multi-Resolutional Differencing Transformer With Dynamic Ranging for Time Series Analysis
Time series analysis is essential to many far-reaching applications of data science and statistics including economic and financial forecasting, surveillance, and automated business processing. Though being greatly successful of Transformer in computer vision and natural language processing, the pot...
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Détails bibliographiques
Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 11 vom: 02. Nov., Seite 13586-13598
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Auteur principal: |
Li, Bing
(Auteur) |
Autres auteurs: |
Cui, Wei,
Zhang, Le,
Zhu, Ce,
Wang, Wei,
Tsang, Ivor W,
Zhou, Joey Tianyi |
Format: | Article en ligne
|
Langue: | English |
Publié: |
2023
|
Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
|
Sujets: | Journal Article |