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2020 – today
- 2025
[j22]Zisheng Wang, Jianping Xuan, Tielin Shi:
Domain reinforcement feature adaptation methodology with correlation alignment for compound fault diagnosis of rolling bearing. Expert Syst. Appl. 262: 125594 (2025)- [j21]Qing Zhang
, Shaochen Li, Tan Chin-Hon, Xiaofei Liu, Jingyuan Shen, Tielin Shi, Jianping Xuan:
Fault Impulse Inference and Cyclostationary Approximation: A feature-interpretable intelligent fault detection method for few-shot unsupervised domain adaptation. Reliab. Eng. Syst. Saf. 253: 110568 (2025) - [j20]Zisheng Wang, Jianping Xuan, Tielin Shi, Yan-Fu Li:
Multi-label domain adversarial reinforcement learning for unsupervised compound fault recognition. Reliab. Eng. Syst. Saf. 254: 110638 (2025) - 2024
- [j19]Shaochen Li, Jianping Xuan, Qing Zhang, Zisheng Wang, Lv Tang, Tielin Shi:
Open set transfer learning for bearing defect recognition based on selective momentum contrast and dual adversarial structure. Adv. Eng. Informatics 62: 102641 (2024) - [j18]Shaochen Li, Jianping Xuan, Zisheng Wang, Qing Zhang, Lv Tang:
Noisy Open Set Adversarial Domain Adaption for Bearing Fault Diagnosis Based on Optimized Divergence. IEEE Trans. Instrum. Meas. 73: 1-17 (2024) - 2023
- [j17]Zisheng Wang, Qing Zhang, Lv Tang, Tielin Shi, Jianping Xuan:
Transfer reinforcement learning method with multi-label learning for compound fault recognition. Adv. Eng. Informatics 55: 101818 (2023) - [j16]Qing Zhang, Lv Tang, Jianping Xuan, Tielin Shi, Rui Li:
An uncertainty relevance metric-based domain adaptation fault diagnosis method to overcome class relevance caused confusion. Reliab. Eng. Syst. Saf. 231: 109040 (2023) - 2022
- [j15]Zisheng Wang, Jianping Xuan, Tielin Shi:
Alternative multi-label imitation learning framework monitoring tool wear and bearing fault under different working conditions. Adv. Eng. Informatics 54: 101749 (2022) - [j14]Zisheng Wang, Jianping Xuan, Tielin Shi:
Multi-label fault recognition framework using deep reinforcement learning and curriculum learning mechanism. Adv. Eng. Informatics 54: 101773 (2022) - [j13]Lv Tang, Qing Zhang, Jianping Xuan, Tielin Shi, Rui Li:
Multitarget domain adaptation with transferable hyperbolic prototypes for intelligent fault diagnosis. Knowl. Based Syst. 257: 109952 (2022) - [j12]Zisheng Wang, Jianping Xuan, Tielin Shi:
A novel semi-supervised generative adversarial network based on the actor-critic algorithm for compound fault recognition. Neural Comput. Appl. 34(13): 10787-10805 (2022) - [j11]Anas H. Aljemely, Jianping Xuan, Osama Al-Azzawi, Farqad K. J. Jawad:
Intelligent fault diagnosis of rolling bearings based on LSTM with large margin nearest neighbor algorithm. Neural Comput. Appl. 34(22): 19401-19421 (2022) - 2021
- [j10]Zisheng Wang, Jianping Xuan:
Intelligent fault recognition framework by using deep reinforcement learning with one dimension convolution and improved actor-critic algorithm. Adv. Eng. Informatics 49: 101315 (2021) - [j9]Anas H. Aljemely, Jianping Xuan, Long Xu, Farqad K. J. Jawad, Osama Al-Azzawi:
Wise-local response convolutional neural network based on Naïve Bayes theorem for rotating machinery fault classification. Appl. Intell. 51(10): 6932-6950 (2021) - [j8]Yi Liao, Weiguo Huang, Changqing Shen, Zhongkui Zhu, Jianping Xuan, Lingfeng Mao:
Enhanced Sparse Regularization Based on Logarithm Penalty and Its Application to Gearbox Compound Fault Diagnosis. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - 2020
- [j7]Shoucong Xiong, Hongdi Zhou, Shuai He, Leilei Zhang, Qi Xia, Jianping Xuan, Tielin Shi:
A Novel End-To-End Fault Diagnosis Approach for Rolling Bearings by Integrating Wavelet Packet Transform into Convolutional Neural Network Structures. Sensors 20(17): 4965 (2020) - [j6]Leilei Zhang, Jianping Xuan, Tielin Shi:
Obtaining More Accurate Thermal Boundary Conditions of Machine Tool Spindle Using Response Surface Model Hybrid Artificial Bee Colony Algorithm. Symmetry 12(3): 361 (2020)
2010 – 2019
- 2018
- [j5]Jie Duan, Tielin Shi, Hongdi Zhou, Jianping Xuan, Yongxiang Zhang:
Multiband Envelope Spectra Extraction for Fault Diagnosis of Rolling Element Bearings. Sensors 18(5): 1466 (2018) - 2017
- [j4]Hongdi Zhou, Tielin Shi, Guanglan Liao, Jianping Xuan, Jie Duan, Lei Su, Zhenzhi He, Wuxing Lai:
Weighted Kernel Entropy Component Analysis for Fault Diagnosis of Rolling Bearings. Sensors 17(3): 625 (2017) - 2016
- [j3]Zengbing Xu, Yourong Li, Zhigang Wang, Jianping Xuan:
A selective fuzzy ARTMAP ensemble and its application to the fault diagnosis of rolling element bearing. Neurocomputing 182: 25-35 (2016)
2000 – 2009
- 2009
- [j2]Zengbing Xu, Jianping Xuan, Tielin Shi, Bo Wu, Youmin Hu:
Application of a modified fuzzy ARTMAP with feature-weight learning for the fault diagnosis of bearing. Expert Syst. Appl. 36(6): 9961-9968 (2009) - [j1]Zengbing Xu, Jianping Xuan, Tielin Shi, Bo Wu, Youmin Hu:
A novel fault diagnosis method of bearing based on improved fuzzy ARTMAP and modified distance discriminant technique. Expert Syst. Appl. 36(9): 11801-11807 (2009) - 2006
- [c2]Shiyuan Liu, Li Lu, Guanglan Liao, Jianping Xuan:
Pattern Discovery from Time Series Using Growing Hierarchical Self-Organizing Map. ICONIP (1) 2006: 1030-1037 - 2005
- [c1]Guanglan Liao, Tielin Shi, Shiyuan Liu, Jianping Xuan:
A Novel Technique for Data Visualization Based on SOM. ICANN (1) 2005: 421-426
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