Research output per year
Research output per year
Search results
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2025
BR-MTFL: A Novel Byzantine Resilience Enhanced Multi-Task Federated Learning Framework for High-Speed Train Fault Diagnosis
You, J., Yang, R., Zhan, Y., Song, B., Zhang, Y. & Wang, Z., 2025, (Accepted/In press) In: IEEE Transactions on Instrumentation and Measurement.Research output: Contribution to journal › Article › peer-review
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Focus-Driven Augmented Feedback: Enhancing Focus and Maintaining Engagement in Upper Limb Virtual Reality Rehabilitation
Liao, K-L., Huang, M., Shi, J., Chen, M. & Yang, R., 2025, In: IEEE Transactions on Visualization and Computer Graphics.Research output: Contribution to journal › Article › peer-review
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FWRF: Mitigating Redundant Features in Fault Diagnosis via Feature Weighted Random Forest
Chen, S., Yang, R., Zhong, M., Xi, X. & Orchard, M. E., 2025, (Accepted/In press) In: IEEE Transactions on Instrumentation and Measurement.Research output: Contribution to journal › Article › peer-review
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Mitigating Catastrophic Forgetting in Cross-Domain Fault Diagnosis: An Unsupervised Class Incremental Learning Network Approach
Zhan, Y., Yang, R., Zhang, Y. & Wang, Z., 2025, In: IEEE Transactions on Instrumentation and Measurement. 74, 3500614.Research output: Contribution to journal › Article › peer-review
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Separable Convolutional Network-Based Fault Diagnosis for High-Speed Train: A Gossip Strategy-Based Optimization Approach
Xue, Y., Yang, R., Chen, X., Song, B. & Wang, Z., 2025, In: IEEE Transactions on Industrial Informatics. 21, 1, p. 307-316 10 p.Research output: Contribution to journal › Article › peer-review
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Spatialspectral-Backdoor: Realizing backdoor attack for deep neural networks in brain–computer interface via EEG characteristics
Li, F., Huang, M., You, W., Zhu, L., Cheng, H. & Yang, R., 1 Feb 2025, In: Neurocomputing. 616, 128902.Research output: Contribution to journal › Article › peer-review
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2024
A Review on Transferability Estimation in Deep Transfer Learning
Xue, Y., Yang, R., Chen, X., Liu, W., Wang, Z. & Liu, X., 2024, (Accepted/In press) In: IEEE Transactions on Artificial Intelligence. 5, 12, p. 1-21 21 p.Research output: Contribution to journal › Article › peer-review
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BDAN: Mitigating Temporal Difference Across Elec- trodes in Cross-Subject Motor Imagery Classification via Generative Bridging Domain.
Chen, Z., Yang, R., Huang, M., Qin, C. & Wang, Z., 2024, (Accepted/In press) In: arXiv preprint.Research output: Contribution to journal › Article
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EEGProgress: A fast and lightweight progressive convolution architecture for EEG classification
Chen, Z., Yang, R., Huang, M., Li, F., Lu, G. & Wang, Z., Feb 2024, In: Computers in Biology and Medicine. 169, 107901.Research output: Contribution to journal › Article › peer-review
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EEGUnity: Open-Source Tool in Facilitating Unified EEG Datasets Towards Large-Scale EEG Model
Qin, C., Yang, R., You, W., Chen, Z., Zhu, L., Huang, M. & Wang, Z., 2024, (Accepted/In press) In: arXiv preprint.Research output: Contribution to journal › Article
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Effect of reaching movement modulation on experience of control in virtual reality
Wang, L., Huang, M., Yang, R., Qin, C., Han, J. & Liang, H. N., 2024, In: International Journal of Human-Computer Interaction. 40, 21, p. 6740-6757Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Electrode Domain Adaptation Network: Minimizing the Difference Across Electrodes in Single-Source to Single-Target Motor Imagery Classification
Chen, Z., Yang, R., Huang, M., Wang, Z. & Liu, X., 2024, (Accepted/In press) In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 2, p. 1-15 15 p.Research output: Contribution to journal › Article › peer-review
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Evaluating and Modeling the Effect of Frame Rate on Steering Performance in Virtual Reality
Wei, Y., Shi, R., Batmaz, A. U., Li, Y., Huang, M., Yang, R. & Liang, H. N., 2024, (Accepted/In press) In: IEEE Transactions on Visualization and Computer Graphics. p. 1-14 14 p.Research output: Contribution to journal › Article › peer-review
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radarODE: An ODE-Embedded Deep Learning Model for Contactless ECG Reconstruction from Millimeter-Wave Radar
Zhang, Y., Yang, R., Guan, R., Li, L., Yue, Y. & Lim, E. G., 2024, (Accepted/In press) In: arXiv preprint.Research output: Contribution to journal › Article
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radarODE-MTL: A Multi-Task Learning Framework with Eccentric Gradient Alignment for Robust Radar-Based ECG Reconstruction
Zhang, Y., Yang, R., Yue, Y. & Lim, E. G., 2024, (Accepted/In press) In: arXiv preprint.Research output: Contribution to journal › Article
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Tangible and Mid-Air Interactions in Hand-Held Augmented Reality for Upper Limb Rehabilitation: An Evaluation of User Experience and Motor Performance
Sun, W., Huang, M., Wu, C., Yang, R., Yue, Y. & Jiang, M., 2024, In: International Journal of Human-Computer Interaction. 40, 21, p. 6722-6739 18 p.Research output: Contribution to journal › Article › peer-review
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TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault diagnosis
Chen, X., Yang, R., Xue, Y., Song, B. & Wang, Z., May 2024, In: Control Engineering Practice. 146, 105900.Research output: Contribution to journal › Article › peer-review
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TouchMark: Partial Tactile Feedback Design for Upper Limb Rehabilitation in Virtual Reality
Zhang, J., Huang, M., Chen, Y., Liao, K-L., Shi, J., Liang, H. N. & Yang, R., 10 Sept 2024, In: IEEE Transactions on Visualization and Computer Graphics. p. 1 11 p., DOI: 10.1109/TVCG.2024.3456173.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
2023
A Novel Local Binary Temporal Convolutional Neural Network for Bearing Fault Diagnosis
Xue, Y., Yang, R., Chen, X., Tian, Z. & Wang, Z., 2023, In: IEEE Transactions on Instrumentation and Measurement. 72, 3525013.Research output: Contribution to journal › Article › peer-review
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A novel momentum prototypical neural network to cross-domain fault diagnosis for rotating machinery subject to cold-start
Chen, X., Yang, R., Xue, Y., Yang, C., Song, B. & Zhong, M., 28 Oct 2023, In: Neurocomputing. 555, 126656.Research output: Contribution to journal › Article › peer-review
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An Overview of Algorithms for Contactless Cardiac Feature Extraction From Radar Signals: Advances and Challenges
Zhang, Y., Yang, R., Yue, Y., Lim, E. G. & Wang, Z., 2023, In: IEEE Transactions on Instrumentation and Measurement. 72, 4009520.Research output: Contribution to journal › Article › peer-review
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A Random Forest and Model-Based Hybrid Method of Fault Diagnosis for Satellite Attitude Control Systems
Chen, S., Yang, R., Zhong, M., Xi, X. & Liu, C., 2023, In: IEEE Transactions on Instrumentation and Measurement. 72, 3518413.Research output: Contribution to journal › Article › peer-review
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Deep Transfer Learning for Bearing Fault Diagnosis: A Systematic Review Since 2016
Chen, X., Yang, R., Xue, Y., Huang, M., Ferrero, R. & Wang, Z., 2023, In: IEEE Transactions on Instrumentation and Measurement. 72, 3508221.Research output: Contribution to journal › Article › peer-review
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Evaluating Feeling of Control in Virtual Object Translation on 2D Interfaces
Sun, W., Huang, M., Wu, C., Yang, R., Han, J. & Yue, Y., 2023, In: Artificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM.Research output: Contribution to journal › Article › peer-review
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Evaluating the feeling of control in virtual object translation on 2D interfaces
Sun, W., Huang, M., Wu, C., Yang, R., Han, J. & Yue, Y., 2 Mar 2023, In: Artificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM. 37, e9.Research output: Contribution to journal › Article › peer-review
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From detection to understanding: A survey on representation learning for human-object interaction
Luo, T., Guan, S., Yang, R. & Smith, J., 28 Jul 2023, In: Neurocomputing. 543, 126243.Research output: Contribution to journal › Article › peer-review
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IFRN: Insensitive feature removal network for zero-shot mechanical fault diagnosis across fault severity
Liu, Z., Yang, R., Liu, W. & Liu, X., 7 Dec 2023, In: Neurocomputing. 561, 126877.Research output: Contribution to journal › Article › peer-review
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Refined Composite Multivariate Multiscale Complexity-Entropy Causality Plane Analysis for Gas-Liquid Two-Phase Flow
Li, X., Fan, C., Yang, R. & Qin, J., 2023, In: Zeitschrift fur Naturforschung - Section A Journal of Physical Sciences.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Spatial Variation Generation Algorithm for Motor Imagery Data Augmentation: Increasing the Density of Sample Vicinity
Qin, C., Yang, R., Huang, M., Liu, W. & Wang, Z., 2023, In: IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING. 31, p. 3675-3686Research output: Contribution to journal › Article › peer-review
13 Citations (Scopus) -
Sub-Band Cascaded CSP-based Deep Transfer Learning for Cross-Subject Lower Limb Motor Imagery Classification
Wei, M., Yang, R., Huang, M., Ni, J., Wang, Z. & Liu, X., 2023, (Accepted/In press) In: IEEE Transactions on Cognitive and Developmental Systems. 16, 3, p. 1-14 14 p.Research output: Contribution to journal › Article › peer-review
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Survey of Movement Reproduction in Immersive Virtual Rehabilitation
Wang, L., Huang, M., Yang, R., Liang, H. N., Han, J. & Sun, Y., Apr 2023, In: IEEE Transactions on Visualization and Computer Graphics. 29, 4, p. 2184-2202 19 p.Research output: Contribution to journal › Article › peer-review
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Understanding the effects of hand design on embodiment in virtual reality
Zhang, J., Huang, M., Yang, R., Wang, Y., Tang, X., Han, J. & Liang, H. N., 2 Mar 2023, In: Artificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM. 37, e10.Research output: Contribution to journal › Article › peer-review
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Unsupervised Method Based on Adversarial Domain Adaptation for Bearing Fault Diagnosis
Li, Y., Yang, R. & Wang, H., Jun 2023, In: Applied Sciences (Switzerland). 13, 12, 7157.Research output: Contribution to journal › Article › peer-review
Open Access -
2022
An Unsupervised Deep-Transfer-Learning-Based Motor Imagery EEG Classification Scheme for Brain–Computer Interface
Wang, X., Yang, R. & Huang, M., 1 Mar 2022, In: Sensors. 22, 6, 2241.Research output: Contribution to journal › Article › peer-review
Open Access -
Deep Common Spatial Pattern based Motor Imagery Classification with Improved Objective Function
Yu, N., Yang, R. & Huang, M., 2022, In: International Journal of Network Dynamics and Intelligence.Research output: Contribution to journal › Article › peer-review
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EEG fading data classification based on improved manifold learning with adaptive neighborhood selection
Wan, Z., Yang, R., Huang, M., Liu, W. & Zeng, N., 14 Apr 2022, In: Neurocomputing. 482, p. 186-196 11 p., doi.org/10.1016/j.neucom.2021.11.039.Research output: Contribution to journal › Article › peer-review
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Segment alignment based cross-subject motor imagery classification under fading data
Wan, Z., Yang, R., Huang, M., Alsaadi, F. E., Sheikh, M. M. & Wang, Z., Dec 2022, In: Computers in Biology and Medicine. 151, 0010-4825, 106267.Research output: Contribution to journal › Article › peer-review
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Semi-Supervised Transfer Learning Method for Bearing Fault Diagnosis with Imbalanced Data
Zong, X., Yang, R., Wang, H., Du, M., You, P., Wang, S. & Su, H., Jul 2022, In: Machines. 10, 7, 515.Research output: Contribution to journal › Article › peer-review
Open Access -
Single-Source to Single-Target Cross-Subject Motor Imagery Classification Based on Multisubdomain Adaptation Network
Chen, Y., Yang, R., Huang, M., Wang, Z. & Liu, X., 2022, In: IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING. 30, p. 1992-2002 11 p.Research output: Contribution to journal › Article › peer-review
Open Access -
基于坐姿监测的人机工程学实验平台的构建
Translated title of the contribution: Construction of Experimental Platform for Human Engineering Based on Sitting Posture MonitoringHuang, M., Liu, X., Liu, J., Yang, R. & Qin, Z., 2022, In: China Modern Educational Equipment. 7, p. 59-61Research output: Contribution to journal › Article › peer-review
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2021
A review on transfer learning in EEG signal analysis
Wan, Z., Yang, R., Huang, M., Zeng, N. & Liu, X., 15 Jan 2021, In: Neurocomputing. 421, 0925-2312, p. 1-14 14 p.Research output: Contribution to journal › Article › peer-review
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A Simultaneous Fault Diagnosis Method Based on Cohesion Evaluation and Improved BP-MLL for Rotating Machinery
Zhang, Y., Yang, R., Huang, M., Han, Y., Wang, Y., Di, Y., Su, D. & Lu, Q., 2021, In: Shock and Vibration. 2021, 7469691.Research output: Contribution to journal › Article › peer-review
Open Access -
Graph-based semi-supervised random forest for rotating machinery gearbox fault diagnosis
Chen, S., Yang, R. & Zhong, M., Dec 2021, In: Control Engineering Practice. 117, 104952.Research output: Contribution to journal › Article › peer-review
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Rolling bearing incipient fault diagnosis method based on improved transfer learning with hybrid feature extraction
Yang, Z., Yang, R. & Huang, M., 1 Dec 2021, In: Sensors. 21, 23, 7894.Research output: Contribution to journal › Article › peer-review
Open Access -
利用随机森林算法的卫星控制系统故障诊断
Translated title of the contribution: Fault Diagnosis of Satellite Attitude Control Systems Using Random Forest AlgorithmHuang, J., Liu, Y., Zhong, M. Y., Yang, R., Li, W. B. & Liu, C. R., 30 Apr 2021, In: Yuhang Xuebao/Journal of Astronautics. 42, 4, p. 513-521 9 p.Research output: Contribution to journal › Article › peer-review
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新时代背景下专业英语移动学习平台的设计与实践
Translated title of the contribution: Design and Practice of a Mobile Learning Platform for Specialized English in the New EraLiu, X., Huang, M., Yang, R., Wang, W. & Qin, Z., 2021, In: China Modern Educational Equipment. 23, p. 14-17Research output: Contribution to journal › Article › peer-review
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2020
An Improved Fault Diagnosis Method of Rotating Machinery Using Sensitive Features and RLS-BP Neural Network
Lu, Q., Yang, R., Zhong, M. & Wang, Y., Apr 2020, In: IEEE Transactions on Instrumentation and Measurement. 69, 4, p. 1585-1593 9 p., 8701663.Research output: Contribution to journal › Article › peer-review
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Deep Transfer Learning-Based Fault Diagnosis for Gearbox under Complex Working Conditions
Wan, Z., Yang, R. & Huang, M., Nov 2020, In: Shock and Vibration. 2020, 8884179.Research output: Contribution to journal › Article › peer-review
Open Access -
2018
A hybrid feature model and deep learning based fault diagnosis for unmanned aerial vehicle sensors
Guo, D., Zhong, M., Ji, H., Liu, Y. & Yang, R., 30 Nov 2018, In: Neurocomputing. 319, p. 155-163 9 p.Research output: Contribution to journal › Article › peer-review
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Integration of Time-Varying threshold-based Fault Detection and Tolerant Control
Wang, X., Wang, X., Tan, C. P. & Yang, R., 2018, In: 10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS 2018: Warsaw, Poland, 29-31 August 2018. 51, 24, p. 806-811 6 p.Research output: Contribution to journal › Article › peer-review
Open Access
