MSRN-Informer: Time Series Prediction Model Based on Multi-Scale Residual Network

MSRN-Informer: Time Series Prediction Model Based on Multi-Scale Residual Network

Time series is a huge quantity of data related to time sequence in real life and its forecast remains challenging. In this paper, a deep learning model, which is called MSRN-Informer (Multi-scale Residual Network Improved Informer) model, is proposed to enhance the precision of time series forecast....

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Bibliographic Details
Main Authors: Xiaohui Wang, Mengchen Xia, Weiwei Deng
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Time series
informer
1D-CNN
multi-scale
residual network
Online Access:https://ieeexplore.ieee.org/document/10164113/

Internet

https://ieeexplore.ieee.org/document/10164113/

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