Jingyao Wu

Deep learning algorithms for rotating machinery intelligent diagnosis: An open source benchmark study

Zhibin Zhao, Tianfu Li, Jingyao Wu et al. · ISA Transactions · 2020 · 593 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +9

Few-shot transfer learning for intelligent fault diagnosis of machine

Jingyao Wu, Zhibin Zhao, Chuang Sun et al. · Measurement · 2020 · 286 citations

Fault Diagnosis, Engineering, Machine Learning +5

Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection

Jingyao Wu, Zhibin Zhao, Chuang Sun et al. · IEEE Transactions on Industrial Informatics · 2020 · 132 citations

Anomaly Detection, Machine Learning, Data Science +15

Learning from Class-imbalanced Data with a Model-Agnostic Framework for Machine Intelligent Diagnosis

Jingyao Wu, Zhibin Zhao, Chuang Sun et al. · Reliability Engineering & System Safety · 2021 · 63 citations

Data Classification, Machine Intelligent Diagnosis, Model-agnostic Framework +13

Interinstance and Intratemporal Self-Supervised Learning With Few Labeled Data for Fault Diagnosis

Chenye Hu, Jingyao Wu, Chuang Sun et al. · IEEE Transactions on Industrial Informatics · 2022 · 51 citations

Artificial Intelligence, Fault Diagnosis, Data Annotation +21