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2020 – today
- 2024
[j12]Tantao Lin
, Zhijun Ren, Linbo Zhu, Kai Huang, Yongsheng Zhu, Li Zeng, Jin Wan:
Neural architecture search for multi-sensor information fusion-based intelligent fault diagnosis. Adv. Eng. Informatics 62: 102776 (2024)- [j11]Zhijun Ren, Kai Huang, Yongsheng Zhu, Ke Feng, Zheng Liu, Hong Fu, Jun Hong, Adam Glowacz:
Progressive generative adversarial network for generating high-dimensional and wide-frequency signals in intelligent fault diagnosis. Eng. Appl. Artif. Intell. 133: 108332 (2024) - [j10]Dawei Gao, Kai Huang, Yongsheng Zhu, Linbo Zhu, Ke Yan, Zhijun Ren, Carlos Guedes Soares:
Semi-supervised small sample fault diagnosis under a wide range of speed variation conditions based on uncertainty analysis. Reliab. Eng. Syst. Saf. 242: 109746 (2024) - [j9]Zhijun Ren, Jinchen Ji, Yongsheng Zhu, Ke Feng:
An Investigation Into the Behavior of Intelligent Fault Diagnostic Models Under Imbalanced Data. IEEE Trans. Instrum. Meas. 73: 1-20 (2024) - 2023
- [j8]Weiwei Yu, Feng Zhao, Zhijun Ren, Dian Jin, Xinliang Yang, Xiaokun Zhang:
Mining attention distribution paradigm: Discover gaze patterns and their association rules behind the visual image. Comput. Methods Programs Biomed. 230: 107330 (2023) - [j7]Zhijun Ren, Dawei Gao, Yongsheng Zhu, Qing Ni, Ke Yan, Jun Hong:
Generative adversarial networks driven by multi-domain information for improving the quality of generated samples in fault diagnosis. Eng. Appl. Artif. Intell. 124: 106542 (2023) - [j6]Zhijun Ren, Jinchen Ji, Yongsheng Zhu, Jun Hong, Ke Feng:
Generative Adversarial Network With Dual Multiscale Feature Fusion for Data Augmentation in Fault Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-17 (2023) - [j5]Zhijun Ren, Tantao Lin, Ke Feng, Yongsheng Zhu, Zheng Liu, Ke Yan:
A Systematic Review on Imbalanced Learning Methods in Intelligent Fault Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-35 (2023) - [j4]Zhijun Ren, Yongsheng Zhu, Zheng Liu, Ke Feng:
Few-Shot GAN: Improving the Performance of Intelligent Fault Diagnosis in Severe Data Imbalance. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - 2022
- [j3]Zhijun Ren, Yongsheng Zhu, Wei Kang, Hong Fu, Qingbo Niu, Dawei Gao, Ke Yan, Jun Hong:
Adaptive cost-sensitive learning: Improving the convergence of intelligent diagnosis models under imbalanced data. Knowl. Based Syst. 241: 108296 (2022) - [c5]Zhijun Ren, Wenjun Su, Tantao Lin, Rui Zhang, Yongsheng Zhu, Ke Yan, Jun Hong:
Gradient harmonized loss: Improving the performance of intelligent diagnosis models in large imbalance scenarios. ICPHM 2022: 34-39 - 2021
- [j2]Dawei Gao, Yongsheng Zhu, Zhijun Ren, Ke Yan, Wei Kang:
A novel weak fault diagnosis method for rolling bearings based on LSTM considering quasi-periodicity. Knowl. Based Syst. 231: 107413 (2021) - 2020
- [j1]Zhijun Ren, Hongxia Guo, Ping Yang, Guanlin Zuo, Zhuoli Zhao:
Bi-Level Optimal Allocation of Flexible Resources for Distribution Network Considering Different Energy Storage Operation Strategies in Electricity Market. IEEE Access 8: 58497-58508 (2020)
2010 – 2019
- 2012
- [c4]Yanhua Yu, Junde Song, Zhijun Ren:
A New Hyper-parameters Selection Approach for Support Vector Machines to Predict Time Series. ICPCA/SWS 2012: 775-787 - 2011
- [c3]Liu Yang, Xinrong Cheng, Zhijie Jiang, Zhijun Ren:
Research on the Monitor and Control System of Granary Temperature and Humidity Based on ARM. CCTA (3) 2011: 257-264 - [c2]Liu Yang, Yongjun Zheng, Zhijie Jiang, Zhijun Ren:
Improvement of the Capacitive Grain Moisture Sensor. CCTA (3) 2011: 300-307 - 2010
- [c1]Haihong E, Meina Song, Junde Song, Yan Li, Zhijun Ren:
The Research of Service Network Based on Complex Network. ICSS 2010: 203-207
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