Baokun Han

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 33

Top Topics

Transfer Learning

Fault Diagnosis

Convolutional Neural Networks

Domain Adaptation

Top Venues

IEEE Trans. Instrum. Meas.

Biomed. Signal Process. Control.

Publications

Baokun Han, Bo Li, Huadong Du, Jinrui Wang, Shuo Xing, Lijin Song, Junqing Ma, Hao Ma
An attention mechanism-guided domain adversarial network for gearbox fault diagnosis under different operating conditions. Trans. Inst. Meas. Control 46 (5) (2024)
Jinrui Wang, Xuepeng Zhang, Zongzhen Zhang, Baokun Han, Xue Jiang, Huaiqian Bao, Xingxing Jiang
Attention guided multi-wavelet adversarial network for cross domain fault diagnosis. Knowl. Based Syst. 284 (2024)
Meng Chen, Yongjian Li, Liting Zhang, Lei Liu, Baokun Han, Wenzhuo Shi, Shoushui Wei
Elimination of Random Mixed Noise in ECG Using Convolutional Denoising Autoencoder With Transformer Encoder. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Xuepeng Zhang, Jinrui Wang, Zongzhen Zhang, Baokun Han, Huaiqian Bao, Xingxing Jiang
Integrated decision-making with adaptive feature weighting adversarial network for multi-target domain compound fault diagnosis of machinery. Adv. Eng. Informatics 62 (2024)
Yongjian Li, Meng Chen, Xinge Jiang, Lei Liu, Baokun Han, Liting Zhang, Shoushui Wei
An atrial fibrillation detection algorithm based on lightweight design architecture and feature fusion strategy. Biomed. Signal Process. Control. 91 (2024)
Shuo Xing, Jinrui Wang, Junqing Ma, Baokun Han, Zongzhen Zhang, Huaiqian Bao, Hao Ma, Xingwang Jiang, Yuwei Shen
A New Dual-Domain Signal Collaborative Transfer Network for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 73 (2024)
Lei Liu, Feifei Liu, Xiaofei Ren, Yongjian Li, Baokun Han, Liting Zhang, Shoushui Wei
Predicting spontaneous termination of atrial fibrillation based on dual path network and feature selection. Biomed. Signal Process. Control. 88 (Part B) (2024)
Baokun Han, Meng Chen, Yongjian Li, Lei Liu, Shoushui Wei, Xinge Jiang
Multi-path Heart Sound Detection Based on Wavelet Scattering and Attention Mechanism. CISP-BMEI (2023)
Jinrui Wang, Zongzhen Zhang, Zhiliang Liu, Baokun Han, Huaiqian Bao, Shanshan Ji
Digital twin aided adversarial transfer learning method for domain adaptation fault diagnosis. Reliab. Eng. Syst. Saf. 234 (2023)
Yongjian Li, Liting Zhang, Lin Zhu, Lei Liu, Baokun Han, Yatao Zhang, Shoushui Wei
Diagnosis of atrial fibrillation using self-complementary attentional convolutional neural network. Comput. Methods Programs Biomed. 238 (2023)
Baokun Han, Xingwang Jiang, Jinrui Wang, Zongzhen Zhang
A Novel Domain Adaptive Fault Diagnosis Method for Bearings Based on Unbalance Data Generation. IEEE Trans. Instrum. Meas. 72 (2023)
Shan Wang, Baokun Han, Huaiqian Bao, Jinrui Wang, Zongzhen Zhang
Parallel Cross-Sparse Filtering Networks and Its Application on Fault Diagnosis of Rotating Machinery. J. Sensors 2022 (2022)
Zihao Chen, Baokun Han, Chen Xu, Weining Qian, Aoying Zhou
Redundancy Elimination in Distributed Matrix Computation. SIGMOD Conference (2022)
Rongrong Yu, Ye-Hwa Chen, Baokun Han
Cooperative Game Approach to Robust Control Design for Fuzzy Dynamical Systems. IEEE Trans. Cybern. 52 (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)
Baokun Han, Zihao Chen, Chen Xu, Aoying Zhou
Efficient Matrix Computation for SGD-Based Algorithms on Apache Spark. DASFAA (1) (2022)
Yongjian Li, Liting Zhang, Yonglin Wang, Baokun Han, Lei Liu, Shoushui Wei
Study On The Application Of Small CNN In Arrhythmia Classification. CISP-BMEI (2022)
Zihao Chen, Zhizhen Xu, Baokun Han, Chen Xu, Weining Qian, Aoying Zhou
ReMac: A Matrix Computation System with Redundancy Elimination. Proc. VLDB Endow. 15 (12) (2022)
Tao Lu, Baokun Han, Fanqianhui Yu
Detection and classification of marine mammal sounds using AlexNet with transfer learning. Ecol. Informatics 62 (2021)
Shanshan Ji, Baokun Han, Zongzhen Zhang, Jinrui Wang, Bo Lu, Jiawei Yang, Xingxing Jiang
Parallel sparse filtering for intelligent fault diagnosis using acoustic signal processing. Neurocomputing 462 (2021)
Zhenyun Chu, Shanshan Ji, Jinrui Wang, Xiaoyu Wang, Zongzhen Zhang, Zhao Xu, Baokun Han
A Generalizable Sample Resolution Augmentation Method for Mechanical Fault Diagnosis Based on ESPCN. J. Sensors 2021 (2021)
Baokun Han, Shanshan Ji, Jinrui Wang, Huaiqian Bao, Xingxing Jiang
An intelligent diagnosis framework for roller bearing fault under speed fluctuation condition. Neurocomputing 420 (2021)
Rongrong Yu, Ye-Hwa Chen, Baokun Han, Han Zhao
A Hierarchical Control Design Framework for Fuzzy Mechanical Systems With High-Order Uncertainty Bound. IEEE Trans. Fuzzy Syst. 29 (4) (2021)
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)
Zhenhao Yan, Guifang Liu, Jinrui Wang, Huaiqian Bao, Zongzhen Zhang, Xiao Zhang, Baokun Han
A New Universal Domain Adaptive Method for Diagnosing Unknown Bearing Faults. Entropy 23 (8) (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)
Xiaoyu Wang, Zhenyun Chu, Baokun Han, Jinrui Wang, Guowei Zhang, Xingxing Jiang
A Novel Data Augmentation Method for Intelligent Fault Diagnosis Under Speed Fluctuation Condition. IEEE Access 8 (2020)
Shan Wang, Zongzhen Zhang, Jinrui Wang, Baokun Han
Multidimensional Blind Deconvolution Method Based on Cross-Sparse Filtering for Weak Fault Diagnosis. IEEE Access 8 (2020)
Jinrui Wang, Shanshan Ji, Baokun Han, Huaiqian Bao, Xingxing Jiang
Deep Adaptive Adversarial Network-Based Method for Mechanical Fault Diagnosis under Different Working Conditions. Complex. 2020 (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)
Tao Lu, Fanqianhui Yu, Baokun Han, Jinrui Wang
A Generic Intelligent Bearing Fault Diagnosis System Using Convolutional Neural Networks With Transfer Learning. 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)
Jinrui Wang, Shunming Li, Baokun Han, Zenghui An, Huaiqian Bao, Shanshan Ji
Generalization of Deep Neural Networks for Imbalanced Fault Classification of Machinery Using Generative Adversarial Networks. IEEE Access 7 (2019)