An End-to-End Model Based on Improved Adaptive Deep Belief Network and Its Application to Bearing Fault Diagnosis. - Jiaqi Xie; Guifu Du; Changqing Shen; Nan Chen 002; Liang Chen; Zhongkui Zhu (IEEE Access, 2018)

Analysis of Rail Potential with the Influence of Multi-node Power Distribution in Urban Rail Power Supply System. - Jing Tian; Yuqi Wang; Guifu Du; Mingdi Fan; Jinqiang Hu; Jianqiang Hu (IECON, 2019)

An Optimization Tendency Guiding Mode Decomposition Method for Bearing Fault Detection Under Varying Speed Conditions. - Xingxing Jiang; Wenjun Guo; Guifu Du; Juanjuan Shi; Zhongkui Zhu (IEEE Access, 2020)

Four Consecutive Samples Based Frequency Estimation for Single-Phase Grids With DC Offsets. - Mingdi Fan; Zhiyong Dai; Yong Yang; Menxi Xie; Liqun He; Guifu Du (IEEE Trans. Ind. Electron., 2021)

Adaptive Swarm Decomposition Guided by Spectral Characteristic Information Scanner and Its Application for Bearing Fault Diagnosis. - Qiuyu Song; Xingxing Jiang; Jie Liu 017; Xin Wang 151; Guifu Du; Jianying Zheng; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2022)

Long-Tailed Traffic Sign Detection Using Attentive Fusion and Hierarchical Group Softmax. - Erfeng Gao; Weiguo Huang; Juanjuan Shi; Xiang Wang; Jianying Zheng; Guifu Du; Yanyun Tao (IEEE Trans. Intell. Transp. Syst., 2022)

Double-Scale Convolutional Autoencoder and Extreme Learning Machine for Parameter Identification of DC Bus Capacitor in Power Electronic Transformer. - Xiaohui Li; Liqun He; Zhongkui Zhu; Cheng Wang 012; Juanjuan Shi; Guifu Du; Yu Chen 025 (IEEE Trans. Ind. Informatics, 2023)

Low-Rank Constrained Multikernel General Parameterized Time-Frequency Transform and Its Application in Rotating Machine Fault Diagnosis Under Varying Speed Condition. - Chuancang Ding; Baoxiang Wang 005; Xingxing Jiang; Guifu Du; Weiguo Huang; Zhongkui Zhu (IEEE Trans. Instrum. Meas., 2024)

A More Balanced Loss-Reweighting Method for Long-Tailed Traffic Sign Detection and Recognition. - Yinjie Wang; Weiguo Huang; Jiajie Li; Guifu Du; Xiang Wang; Wenjuan E; Juanjuan Shi (IEEE Trans. Intell. Transp. Syst., 2024)

Classification bias and regression bias adjustment for long-tailed traffic sign detection and recognition. - Jiajie Li; Weiguo Huang; Guifu Du; Qiaoyue Li (Digit. Signal Process., 2026)