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2020 – today
- 2025
[j11]Sixiang Jia, Dingyi Sun, Khandaker Noman, Xin Wang, Yongbo Li:
Lifting wavelet-informed hierarchical domain adaptation network: An interpretable digital twin-driven gearbox fault diagnosis method. Reliab. Eng. Syst. Saf. 254: 110660 (2025)- 2024
- [j10]Dingyi Sun, Yongbo Li, Zheng Liu, Sixiang Jia, Khandaker Noman:
Physics-inspired multimodal machine learning for adaptive correlation fusion based rotating machinery fault diagnosis. Inf. Fusion 108: 102394 (2024) - [j9]Qiting Zhou, Longxian Xue, Jie He, Sixiang Jia
, Yongbo Li:
A Rotating Machinery Fault Diagnosis Method Based on Dynamic Graph Convolution Network and Hard Threshold Denoising. Sensors 24(15): 4887 (2024) - 2023
- [j8]Gang Mao, Yongbo Li, Zhiqiang Cai, Bin Qiao, Sixiang Jia:
Transferable dynamic enhanced cost-sensitive network for cross-domain intelligent diagnosis of rotating machinery under imbalanced datasets. Eng. Appl. Artif. Intell. 125: 106670 (2023) - [j7]Dingyi Sun, Yongbo Li, Sixiang Jia, Ke Feng, Zheng Liu:
Non-contact diagnosis for gearbox based on the fusion of multi-sensor heterogeneous data. Inf. Fusion 94: 112-125 (2023) - 2022
- [j6]Gang Mao, Zhongzheng Zhang, Sixiang Jia, Khandaker Noman, Yongbo Li:
Partial Transfer Ensemble Learning Framework: A Method for Intelligent Diagnosis of Rotating Machinery Based on an Incomplete Source Domain. Sensors 22(7): 2579 (2022) - [j5]Xiao Zhang, Jinrui Wang, Sixiang Jia, Baokun Han, Zongzhen Zhang:
Partial Domain Adaptation Method Based on Class-Weighted Alignment for Fault Diagnosis of Rotating Machinery. IEEE Trans. Instrum. Meas. 71: 1-14 (2022) - 2021
- [j4]Sixiang Jia, Jinrui Wang, Xiao Zhang, Baokun Han:
A Weighted Subdomain Adaptation Network for Partial Transfer Fault Diagnosis of Rotating Machinery. Entropy 23(4): 424 (2021) - 2020
- [j3]Baokun Han, Guowei Zhang, Jinrui Wang, Xiaoyu Wang, Sixiang Jia, Jingtao He:
Research and Application of Regularized Sparse Filtering Model for Intelligent Fault Diagnosis Under Large Speed Fluctuation. IEEE Access 8: 39809-39818 (2020) - [j2]Baokun Han, Xiaoyu Wang, Shanshan Ji, Guowei Zhang, Sixiang Jia, Jingtao He:
Data-Enhanced Stacked Autoencoders for Insufficient Fault Classification of Machinery and its Understanding via Visualization. IEEE Access 8: 67790-67798 (2020) - [j1]Sixiang Jia, Jinrui Wang, Baokun Han, Guowei Zhang, Xiaoyu Wang, Jingtao He:
A Novel Transfer Learning Method for Fault Diagnosis Using Maximum Classifier Discrepancy With Marginal Probability Distribution Adaptation. IEEE Access 8: 71475-71485 (2020)
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