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Mengying Lei
Mengying Lei
Geverifieerd e-mailadres voor mail.mcgill.ca
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A channel-projection mixed-scale convolutional neural network for motor imagery EEG decoding
Y Li, XR Zhang, B Zhang, MY Lei, WG Cui, YZ Guo
IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (6 …, 2019
1832019
Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation
X Chen, M Lei, N Saunier, L Sun
IEEE Transactions on Intelligent Transportation Systems 23 (8), 12301-12310, 2021
792021
A parametric time-frequency conditional Granger causality method using ultra-regularized orthogonal least squares and multiwavelets for dynamic connectivity analysis in EEGs
Y Li, M Lei, W Cui, Y Guo, HL Wei
IEEE Transactions on Biomedical Engineering 66 (12), 3509-3525, 2019
322019
Time-varying nonlinear causality detection using regularized orthogonal least squares and multi-wavelets with applications to EEG
Y Li, MY Lei, Y Guo, Z Hu, HL Wei
IEEE Access 6, 17826-17840, 2018
292018
Bayesian kernelized matrix factorization for spatiotemporal traffic data imputation and kriging
M Lei, A Labbe, Y Wu, L Sun
IEEE Transactions on Intelligent Transportation Systems 23 (10), 18962-18974, 2022
262022
Spatial aggregation and temporal convolution networks for real-time kriging
Y Wu, D Zhuang, M Lei, A Labbe, L Sun
arXiv preprint arXiv:2109.12144, 2021
212021
An amplitudes-perturbation data augmentation method in convolutional neural networks for EEG decoding
XR Zhang, MY Lei, Y Li
2018 5th International Conference on Information, Cybernetics, and …, 2018
172018
Boosted convolutional neural networks for motor imagery eeg decoding with multiwavelet-based time-frequency conditional granger causality analysis
Y Li, M Lei, X Zhang, W Cui, Y Guo, TW Huang, HL Wei
arXiv preprint arXiv:1810.10353, 2018
62018
Scalable Spatiotemporally Varying Coefficient Modelling with Bayesian Kernelized Tensor Regression
M Lei, A Labbe, L Sun
arXiv preprint arXiv:2109.00046, 2021
42021
Bayesian complementary kernelized learning for multidimensional spatiotemporal data
M Lei, A Labbe, L Sun
arXiv preprint arXiv:2208.09978, 2022
22022
Bayesian Kernelized Tensor Factorization as Surrogate for Bayesian Optimization
M Lei, L Sun
arXiv preprint arXiv:2302.14510, 2023
12023
Scalable Spatiotemporally Varying Coefficient Modeling with Bayesian Kernelized Tensor Regression
M Lei, A Labbe, L Sun
Bayesian Analysis 1 (1), 1-29, 2024
2024
BKTR: An efficient spatiotemporally varying coefficient regression package in R and Python
J Lanthier, M Lei, L Sun, A Labbe
2023
稀疏多小波时变系统辨识及脑电信号时频分析
雷梦颖, 魏彦兆, 李阳, 王丽娜
北京航空航天大学学报, 2018
2018
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Artikelen 1–14