Time-Series Neural Network: A High-Accuracy Time-Series Forecasting Method Based on Kernel Filter and Time Attention

Time-Series Neural Network: A High-Accuracy Time-Series Forecasting Method Based on Kernel Filter and Time Attention

This research introduces a novel high-accuracy time-series forecasting method, namely the Time Neural Network (TNN), which is based on a kernel filter and time attention mechanism. Taking into account the complex characteristics of time-series data, such as non-linearity, high dimensionality, and lo...

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Dades bibliogràfiques
Autors principals:	Lexin Zhang, Ruihan Wang, Zhuoyuan Li, Jiaxun Li, Yichen Ge, Shiyun Wa, Sirui Huang, Chunli Lv
Format:	Article
Idioma:	English
Publicat:	MDPI AG 2023-09-01
Col·lecció:	Information
Matèries:	time-series forecasting deep learning time-series neural network time attention
Accés en línia:	https://www.mdpi.com/2078-2489/14/9/500

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