VAECGAN: a generating framework for long-term prediction in multivariate time series

Abstract Long-term prediction is still a difficult problem in data mining. People usually use various kinds of methods of Recurrent Neural Network to predict. However, with the increase of the prediction step, the accuracy of prediction decreases rapidly. In order to improve the accuracy of long-ter...

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Bibliographic Details
Main Authors: Xiang Yin, Yanni Han, Zhen Xu, Jie Liu
Format: Article
Language:English
Published: SpringerOpen 2021-07-01
Series:Cybersecurity
Subjects:
Online Access:https://doi.org/10.1186/s42400-021-00090-w