Sixiang Jia

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Rotating Machinery

Fault Diagnosis

Ensemble Learning

Imbalanced Data

Top Venues

IEEE Trans. Instrum. Meas.

Publications

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) (2024)
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 (2024)
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 (2023)
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 (2023)
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) (2022)
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 (2022)
Sixiang Jia, Jinrui Wang, Xiao Zhang, Baokun Han
A Weighted Subdomain Adaptation Network for Partial Transfer Fault Diagnosis of Rotating Machinery. Entropy 23 (4) (2021)
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 (2020)
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 (2020)
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 (2020)