Time series generation model based on multi-discriminator generative adversarial network

Aiming at the problems of expensive collection cost and missing data due to the privacy and continuity of time series data set, a multi-discriminator generative adversarial network model based on recurrent neural network was proposed, which could synthesize time series dataset that were approximatel...

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Bibliographic Details
Main Authors: Yanhui LU, Han LIU, Hang LI, Guangxu ZHU
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2022-10-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2022205/
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