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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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 11 vom: 02. Nov., Seite 13586-13598
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