Guoxu Zhou
Guoxu Zhou
Guangdong University of Technology
Verified email at ieee.org - Homepage
Title
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Year
Tensor decompositions for signal processing applications: From two-way to multiway component analysis
A Cichocki, D Mandic, L De Lathauwer, G Zhou, Q Zhao, C Caiafa, ...
IEEE signal processing magazine 32 (2), 145-163, 2015
8772015
Frequency recognition in SSVEP-based BCI using multiset canonical correlation analysis
YU Zhang, G Zhou, J Jin, X Wang, A Cichocki
International journal of neural systems 24 (04), 1450013, 2014
2462014
Sparse Bayesian classification of EEG for brain–computer interface
Y Zhang, G Zhou, J Jin, Q Zhao, X Wang, A Cichocki
IEEE transactions on neural networks and learning systems 27 (11), 2256-2267, 2015
1782015
L1-regularized multiway canonical correlation analysis for SSVEP-based BCI
Y Zhang, G Zhou, J Jin, M Wang, X Wang, A Cichocki
IEEE transactions on neural systems and rehabilitation engineering 21 (6 …, 2013
1592013
Optimizing spatial patterns with sparse filter bands for motor-imagery based brain–computer interface
Y Zhang, G Zhou, J Jin, X Wang, A Cichocki
Journal of neuroscience methods 255, 85-91, 2015
1562015
Blind spectral unmixing based on sparse nonnegative matrix factorization
Z Yang, G Zhou, S Xie, S Ding, JM Yang, J Zhang
IEEE Transactions on Image Processing 20 (4), 1112-1125, 2010
1472010
Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction
G Zhou, A Cichocki, Y Zhang, D Mandic
IEEE Transactions on Neural Networks and Learning Systems 27 (11), 2426-2439, 2016
143*2016
Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering.
Z He, S Xie, R Zdunek, G Zhou, A Cichocki
IEEE transactions on neural networks/a publication of the IEEE Neural …, 2011
1372011
Time-Frequency Approach to Underdetermined Blind Source Separation
S Xie, L Yang, JM Yang, G Zhou, Y Xiang
IEEE Transactions on Neural Networks and Learning Systems 23 (2), 306-316, 2012
1342012
Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data
G Zhou, Q Zhao, Y Zhang, T Adalı, S Xie, A Cichocki
Proceedings of the IEEE 104 (02), 310 - 331, 2016
1282016
Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces
Y Zhang, Y Wang, G Zhou, J Jin, B Wang, X Wang, A Cichocki
Expert Systems with Applications 96, 302-310, 2018
1272018
Bayesian Robust Tensor Factorization for Incomplete Multiway Data
Q Zhao, G Zhou, L Zhang, A Cichocki, S Amari
IEEE Transactions on Neural Networks and Learning Systems, 2015
1222015
Fast Nonnegative Matrix/Tensor Factorization Based on Low-Rank Approximation
G Zhou, A Cichocki, S Xie
IEEE Transactions on Signal Processing 60 (6), 523--526, 2012
1222012
Nonnegative matrix and tensor factorizations: An algorithmic perspective
G Zhou, A Cichocki, Q Zhao, S Xie
IEEE Signal Processing Magazine 31 (3), 54-65, 2014
1032014
Multiway canonical correlation analysis for frequency components recognition in SSVEP-Based BCIs
Y Zhang, G Zhou, Q Zhao, A Onishi, J Jin, X Wang, A Cichocki
Neural Information Processing, 287-295, 2011
972011
Discriminative feature extraction via multivariate linear regression for SSVEP-based BCI
H Wang, Y Zhang, NR Waytowich, DJ Krusienski, G Zhou, J Jin, X Wang, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 24 (5 …, 2016
962016
Temporally constrained sparse group spatial patterns for motor imagery BCI
Y Zhang, CS Nam, G Zhou, J Jin, X Wang, A Cichocki
IEEE transactions on cybernetics 49 (9), 3322-3332, 2018
952018
Spatial-temporal discriminant analysis for ERP-based brain-computer interface
Y Zhang, G Zhou, Q Zhao, J Jin, X Wang, A Cichocki
IEEE Transactions on neural systems and rehabilitation engineering 21 (2 …, 2013
952013
Online blind source separation using incremental nonnegative matrix factorization with volume constraint
G Zhou, Z Yang, S Xie, JM Yang
IEEE transactions on neural networks 22 (4), 550-560, 2011
932011
Tensor ring decomposition
Q Zhao, G Zhou, S Xie, L Zhang, A Cichocki
arXiv preprint arXiv:1606.05535, 2016
882016
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