Xinming Jia

An Efficient Federated Learning Framework for Machinery Fault Diagnosis With Improved Model Aggregation and Local Model Training

Jiahao Du, Deqing Huang, Yiming Zhang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 32 citations

Computing, Computer Science, Data Mining +14

A clustered blueprint separable convolutional neural network with high precision for high-speed train bogie fault diagnosis

Xinming Jia, Na Qin, Deqing Huang et al. · Neurocomputing · 2022 · 29 citations

Computing, Computer Engineering, Computer Science +14

Lightweight FL: A Low-Cost Federated Learning Framework for Mechanical Fault Diagnosis With Training Optimization and Model Pruning

Jiahao Du, Deqing Huang, Xinming Jia et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 20 citations

Computing, Computer Science, Mechanical Engineering +17

A Fault Diagnosis Method of Industrial Robot Rolling Bearing Based on Data Driven and Random Intuitive Fuzzy Decision

Xianbin Sun, Xinming Jia · IEEE Access · 2019 · 19 citations · Full text

Engineering, Industrial Engineering, Robotics Engineering +17