Generalization of Deep Neural Networks for Imbalanced Fault Classification of Machinery Using Generative Adversarial Networks. - Jinrui Wang; Shunming Li; Baokun Han; Zenghui An; Huaiqian Bao; Shanshan Ji (IEEE Access, 2019)

Data-Enhanced Stacked Autoencoders for Insufficient Fault Classification of Machinery and its Understanding via Visualization. - Baokun Han; Xiaoyu Wang 007; Shanshan Ji; Guowei Zhang; Sixiang Jia; Jingtao He (IEEE Access, 2020)

Research and Application of Regularized Sparse Filtering Model for Intelligent Fault Diagnosis Under Large Speed Fluctuation. - Baokun Han; Guowei Zhang; Jinrui Wang; Xiaoyu Wang 007; Sixiang Jia; Jingtao He (IEEE Access, 2020)

A Novel Transfer Learning Method for Fault Diagnosis Using Maximum Classifier Discrepancy With Marginal Probability Distribution Adaptation. - Sixiang Jia; Jinrui Wang; Baokun Han; Guowei Zhang; Xiaoyu Wang 007; Jingtao He (IEEE Access, 2020)

A Generic Intelligent Bearing Fault Diagnosis System Using Convolutional Neural Networks With Transfer Learning. - Tao Lu; Fanqianhui Yu; Baokun Han; Jinrui Wang (IEEE Access, 2020)

A Novel Data Augmentation Method for Intelligent Fault Diagnosis Under Speed Fluctuation Condition. - Xiaoyu Wang 007; Zhenyun Chu; Baokun Han; Jinrui Wang; Guowei Zhang; Xingxing Jiang (IEEE Access, 2020)

Multidimensional Blind Deconvolution Method Based on Cross-Sparse Filtering for Weak Fault Diagnosis. - Shan Wang; Zongzhen Zhang; Jinrui Wang; Baokun Han (IEEE Access, 2020)

Deep Adaptive Adversarial Network-Based Method for Mechanical Fault Diagnosis under Different Working Conditions. - Jinrui Wang; Shanshan Ji; Baokun Han; Huaiqian Bao; Xingxing Jiang (Complex., 2020)

Detection and classification of marine mammal sounds using AlexNet with transfer learning. - Tao Lu; Baokun Han; Fanqianhui Yu (Ecol. Informatics, 2021)

A Weighted Subdomain Adaptation Network for Partial Transfer Fault Diagnosis of Rotating Machinery. - Sixiang Jia; Jinrui Wang; Xiao Zhang; Baokun Han (Entropy, 2021)

A New Universal Domain Adaptive Method for Diagnosing Unknown Bearing Faults. - Zhenhao Yan; Guifang Liu; Jinrui Wang; Huaiqian Bao; Zongzhen Zhang; Xiao Zhang; Baokun Han (Entropy, 2021)

An intelligent diagnosis framework for roller bearing fault under speed fluctuation condition. - Baokun Han; Shanshan Ji; Jinrui Wang; Huaiqian Bao; Xingxing Jiang (Neurocomputing, 2021)

Parallel sparse filtering for intelligent fault diagnosis using acoustic signal processing. - Shanshan Ji; Baokun Han; Zongzhen Zhang; Jinrui Wang; Bo Lu; Jiawei Yang; Xingxing Jiang (Neurocomputing, 2021)

A Generalizable Sample Resolution Augmentation Method for Mechanical Fault Diagnosis Based on ESPCN. - Zhenyun Chu; Shanshan Ji; Jinrui Wang; Xiaoyu Wang 007; Zongzhen Zhang; Zhao Xu 002; Baokun Han (J. Sensors, 2021)

A Hierarchical Control Design Framework for Fuzzy Mechanical Systems With High-Order Uncertainty Bound. - Rongrong Yu; Ye-Hwa Chen; Baokun Han; Han Zhao 007 (IEEE Trans. Fuzzy Syst., 2021)

Study On The Application Of Small CNN In Arrhythmia Classification. - Yongjian Li; Liting Zhang; Yonglin Wang; Baokun Han; Lei Liu 056; Shoushui Wei (CISP-BMEI, 2022)

Efficient Matrix Computation for SGD-Based Algorithms on Apache Spark. - Baokun Han; Zihao Chen; Chen Xu 001; Aoying Zhou (DASFAA (1), 2022)

Redundancy Elimination in Distributed Matrix Computation. - Zihao Chen; Baokun Han; Chen Xu 001; Weining Qian; Aoying Zhou (SIGMOD Conference, 2022)

Parallel Cross-Sparse Filtering Networks and Its Application on Fault Diagnosis of Rotating Machinery. - Shan Wang; Baokun Han; Huaiqian Bao; Jinrui Wang; Zongzhen Zhang (J. Sensors, 2022)

ReMac: A Matrix Computation System with Redundancy Elimination. - Zihao Chen; Zhizhen Xu; Baokun Han; Chen Xu 001; Weining Qian; Aoying Zhou (Proc. VLDB Endow., 2022)

Cooperative Game Approach to Robust Control Design for Fuzzy Dynamical Systems. - Rongrong Yu; Ye-Hwa Chen; Baokun Han (IEEE Trans. Cybern., 2022)

Partial Domain Adaptation Method Based on Class-Weighted Alignment for Fault Diagnosis of Rotating Machinery. - Xiao Zhang; Jinrui Wang; Sixiang Jia; Baokun Han; Zongzhen Zhang (IEEE Trans. Instrum. Meas., 2022)

Multi-path Heart Sound Detection Based on Wavelet Scattering and Attention Mechanism. - Baokun Han; Meng Chen; Yongjian Li; Lei Liu 056; Shoushui Wei; Xinge Jiang (CISP-BMEI, 2023)

A Novel Domain Adaptive Fault Diagnosis Method for Bearings Based on Unbalance Data Generation. - Baokun Han; Xingwang Jiang; Jinrui Wang; Zongzhen Zhang (IEEE Trans. Instrum. Meas., 2023)

Digital twin aided adversarial transfer learning method for domain adaptation fault diagnosis. - Jinrui Wang; Zongzhen Zhang; Zhiliang Liu; Baokun Han; Huaiqian Bao; Shanshan Ji (Reliab. Eng. Syst. Saf., 2023)

Diagnosis of atrial fibrillation using self-complementary attentional convolutional neural network. - Yongjian Li; Liting Zhang; Lin Zhu; Lei Liu 056; Baokun Han; Yatao Zhang; Shoushui Wei (Comput. Methods Programs Biomed., 2023)

Integrated decision-making with adaptive feature weighting adversarial network for multi-target domain compound fault diagnosis of machinery. - Xuepeng Zhang; Jinrui Wang; Zongzhen Zhang; Baokun Han; Huaiqian Bao; Xingxing Jiang (Adv. Eng. Informatics, 2024)

An atrial fibrillation detection algorithm based on lightweight design architecture and feature fusion strategy. - Yongjian Li; Meng Chen; Xinge Jiang; Lei Liu 056; Baokun Han; Liting Zhang; Shoushui Wei (Biomed. Signal Process. Control., 2024)

Attention guided multi-wavelet adversarial network for cross domain fault diagnosis. - Jinrui Wang; Xuepeng Zhang; Zongzhen Zhang; Baokun Han; Xue Jiang; Huaiqian Bao; Xingxing Jiang (Knowl. Based Syst., 2024)

A New Dual-Domain Signal Collaborative Transfer Network for Bearing Fault Diagnosis. - Shuo Xing; Jinrui Wang; Junqing Ma; Baokun Han; Zongzhen Zhang; Huaiqian Bao; Hao Ma; Xingwang Jiang; Yuwei Shen (IEEE Trans. Instrum. Meas., 2024)

An attention mechanism-guided domain adversarial network for gearbox fault diagnosis under different operating conditions. - Baokun Han; Bo Li; Huadong Du; Jinrui Wang; Shuo Xing; Lijin Song; Junqing Ma; Hao Ma (Trans. Inst. Meas. Control, 2024)

Predicting spontaneous termination of atrial fibrillation based on dual path network and feature selection. - Lei Liu 056; Feifei Liu; Xiaofei Ren; Yongjian Li; Baokun Han; Liting Zhang; Shoushui Wei (Biomed. Signal Process. Control., 2024)

Elimination of Random Mixed Noise in ECG Using Convolutional Denoising Autoencoder With Transformer Encoder. - Meng Chen; Yongjian Li; Liting Zhang; Lei Liu 056; Baokun Han; Wenzhuo Shi; Shoushui Wei (IEEE J. Biomed. Health Informatics, 2024)

A Novel Cross-Domain Mechanical Fault Diagnosis Method Fusing Acoustic and Vibration Signals by Vision Transformer. - Zhenyun Chu; Shuo Xing; Baokun Han; Jinrui Wang (Sensors, 2024)

Nonlinear sparse filtering network for bearing compound fault separation and extraction. - Hao Ma; Baokun Han; Jinrui Wang; Zongzhen Zhang; Huaiqian Bao (Adv. Eng. Informatics, 2025)

Self-learning guided residual shrinkage network for intelligent fault diagnosis of planetary gearbox. - Xingwang Lv; Jinrui Wang; Ranran Qin; Jihua Bao; Xue Jiang; Zongzhen Zhang; Baokun Han; Xingxing Jiang (Eng. Appl. Artif. Intell., 2025)

Working condition decoupling adversarial network: A novel method for multi-target domain fault diagnosis. - Xuepeng Zhang; Jinrui Wang; Xue Jiang; Zongzhen Zhang; Baokun Han; Huaiqian Bao; Xingxing Jiang (Neurocomputing, 2025)

A new adaptive multi-scale attention adversarial network for cross-domain fault diagnosis. - Lingtan Kong; Jinrui Wang; Dawei Wang; Huaiqian Bao; Zongzhen Zhang; Baokun Han; Xuhao Man; Ranran Qin; Xiaoli Yang (Knowl. Based Syst., 2025)

An atrial fibrillation signals analysis algorithm in line with clinical diagnostic criteria. - Yongjian Li; Meng Chen; Xinliang Qu; Baokun Han; Lei Liu 056; Shoushui Wei (Signal Process., 2025)

A Novel GAN-Based Signal Resolution Enhancement Method for Mechanical Fault Diagnosis Under Sample Insufficiency. - Ranran Qin; Min Qin; Huaiqian Bao; Jinrui Wang; Xingwang Lv; Lingtan Kong; Zongzhen Zhang; Baokun Han (IEEE Trans. Instrum. Meas., 2025)