Zhijun Ren

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 12

Top Topics

Association Rules

Imbalanced Data

Fault Diagnosis

Top Venues

IEEE Trans. Instrum. Meas.

Eng. Appl. Artif. Intell.

Knowl. Based Syst.

Publications

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 (2024)
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 (2024)
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 (2024)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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)
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 (2022)
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 (2021)
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 (2020)
Yanhua Yu, Junde Song, Zhijun Ren
A New Hyper-parameters Selection Approach for Support Vector Machines to Predict Time Series. ICPCA/SWS (2012)
Liu Yang, Yongjun Zheng, Zhijie Jiang, Zhijun Ren
Improvement of the Capacitive Grain Moisture Sensor. CCTA (3) (2011)
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)
Haihong E, Meina Song, Junde Song, Yan Li, Zhijun Ren
The Research of Service Network Based on Complex Network. ICSS (2010)