SyntheITS: Synthetic industrial time-series data with prior knowledge and deep generative models for equipment anomaly detection under small samples

Computers in Industry 2026

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Authors: Xiaoqiao Wang, Nan Zheng, Ruilong Zhang, Rui Zheng, Shaojun Lu, Xinbao Liu

DOI: 10.1016/j.compind.2026.104460

Cited by: 3

References: 51

Fields of Study & Subjects

Anomaly Detection Techniques and Applications Time Series Analysis and Forecasting Machine Fault Diagnosis Techniques

References 51