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Xueyuan Xu
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The use of multivariate EMD and CCA for denoising muscle artifacts from few-channel EEG recordings
X Chen, X Xu, A Liu, MJ McKeown, ZJ Wang
IEEE transactions on instrumentation and measurement 67 (2), 359-370, 2018
1702018
Removal of muscle artifacts from the EEG: A review and recommendations
X Chen, X Xu, A Liu, S Lee, X Chen, X Zhang, MJ McKeown, ZJ Wang
IEEE Sensors Journal 19 (14), 5353-5368, 2019
1052019
Supervised feature selection with orthogonal regression and feature weighting
X Wu, X Xu, J Liu, H Wang, B Hu, F Nie
IEEE Transactions on Neural Networks and Learning Systems 32 (5), 1831-1838, 2020
812020
The recognition of multiple anxiety levels based on electroencephalograph
Z Li, X Wu, X Xu, H Wang, Z Guo, Z Zhan, L Yao
IEEE Transactions on Affective Computing 13 (1), 519-529, 2019
342019
A general framework for feature selection under orthogonal regression with global redundancy minimization
X Xu, X Wu, F Wei, W Zhong, F Nie
IEEE Transactions on Knowledge and Data Engineering 34 (11), 5056-5069, 2021
302021
Removal of muscle artefacts from few‐channel EEG recordings based on multivariate empirical mode decomposition and independent vector analysis
X Xu, X Chen, Y Zhang
Electronics Letters 54 (14), 866-868, 2018
252018
EEG feature selection via global redundancy minimization for emotion recognition
X Xu, T Jia, Q Li, F Wei, L Ye, X Wu
IEEE Transactions on Affective Computing, 2021
202021
EEG feature selection using orthogonal regression: Application to emotion recognition
X Xu, F Wei, Z Zhu, J Liu, X Wu
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
132020
A novel few-channel strategy for removing muscle artifacts from multichannel EEG data
X Xu, A Liu, X Chen
2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2017
92017
A multi-source transfer joint matching method for inter-subject motor imagery decoding
F Wei, X Xu, T Jia, D Zhang, X Wu
IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 1258-1267, 2023
72023
Feature selection under orthogonal regression with redundancy minimizing
X Xu, X Wu
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
72020
Working Memory Training Using EEG Neurofeedback Based on Theta Coherence of Brain Regions
Z Li, H Wang, X Wu, X Xu, S Wei, L Yao
2019 IEEE International Winter Conference on Brain-Computer Interface (BCI), 1-6, 2019
22019
Embedded EEG Feature Selection for Multi-dimension Emotion Recognition via Local and Global Label Relevance
X Xu, F Wei, T Jia, L Zhuo, H Zhang, X Li, X Wu
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024
12024
Embedded Multi-label Feature Selection via Orthogonal Regression
X Xu, F Wei, T Jia, L Zhuo, F Nie, X Wu
arXiv preprint arXiv:2403.00307, 2024
2024
基于正交回归和特征加权的脑电情感特征选择方法
徐雪远, 刘建红, 李子遇, 翟广涛, 邬霞
中国科学: 信息科学(SCIENTIA SINICA Informationis), 2022
2022
面向认知表现预测的时-空共变混合深度学习模型
李晴, 徐雪远, 邬霞
自动化学报 (Acta Automatica Sinica), 2022
2022
基于 l 2, 1 范数和神经网络的非线性特征选择方法.
范馨予, 徐雪远, 邬霞
信号处理(Journal of Signal Processing) 37 (9), 2021
2021
基于脑电的多媒体情绪诱发对智力发挥影响研究
韩宇阳, 徐雪远, 李子遇, 叶龙, 张勤, 邬霞
中国传媒大学学报 (Journal of Communication University of China), 2021
2021
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