Time Series Data Generation Method with High Reliability Based on ACGAN

In the process of big data processing, especially in fields like industrial fault diagnosis, there is often the issue of small sample sizes. The data generation method based on Generative Adversarial Networks(GANs) is an effective way to solve this problem. Most of the existing data generation metho...

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Bibliographic Details
Main Authors: Fang Liu, Yuxin Li, Yuanfang Zheng
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/27/2/111
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