Xiaoli Zhao

Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network

Xiaoli Zhao, Jianyong Yao, Wenxiang Deng et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 224 citations

Computing, Computer Science, Mechanical Engineering +17

Semisupervised Graph Convolution Deep Belief Network for Fault Diagnosis of Electormechanical System With Limited Labeled Data

Xiaoli Zhao, Minping Jia, Zheng Liu · IEEE Transactions on Industrial Informatics · 2020 · 172 citations

Computing, Computer Science, Computer Vision +16

Normalized Conditional Variational Auto-Encoder with adaptive Focal loss for imbalanced fault diagnosis of Bearing-Rotor system

Xiaoli Zhao, Jianyong Yao, Wenxiang Deng et al. · Mechanical Systems and Signal Processing · 2022 · 165 citations

Computing, Computer Science, Machine Learning +14

Deep Laplacian Auto-encoder and its application into imbalanced fault diagnosis of rotating machinery

Xiaoli Zhao, Minping Jia, Mingyao Lin · Measurement · 2019 · 125 citations

Computing, Computer Science, Machine Learning +11

Model-Assisted Multi-source Fusion Hypergraph Convolutional Neural Networks for intelligent few-shot fault diagnosis to Electro-Hydrostatic Actuator

Xiaoli Zhao, Xingjun Zhu, Jiahui Liu et al. · Information Fusion · 2023 · 125 citations

Computing, Computer Science, Data Science +14