Yafei Deng

A double-layer attention based adversarial network for partial transfer learning in machinery fault diagnosis

Yafei Deng, Delin Huang, Shichang Du et al. · Computers in Industry · 2021 · 229 citations

Artificial Intelligence, Fault Diagnosis, Engineering +11

A Calibration-Based Hybrid Transfer Learning Framework for RUL Prediction of Rolling Bearing Across Different Machines

Yafei Deng, Shichang Du, Dong Wang et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 154 citations

Joint distribution adaptation with diverse feature aggregation: A new transfer learning framework for bearing diagnosis across different machines

Shiyao Jia, Yafei Deng, Jun Lv et al. · Measurement · 2021 · 134 citations

Different Machines, Engineering, Machine Learning +13

Prognostic study of ball screws by ensemble data-driven particle filters

Yafei Deng, Shichang Du, Shiyao Jia et al. · Journal of Manufacturing Systems · 2020 · 121 citations

Engineering, Uncertainty Quantification, Mechanics +5

Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer

Yafei Deng, Jun Lv, Delin Huang et al. · Neurocomputing · 2023 · 100 citations

Artificial Intelligence, Deep Adversarial Network, Machine Learning +9