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Guoxu Zhou

Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis
2015 · Andrzej Cichocki, Danilo Mandic, et al. · IEEE Signal Processing Magazine · 1,388
Tensor Ring Decomposition
2016 · Zhao, Qibin, Zhou, Guoxu, et al. · arXiv (Cornell University) · 421
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Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI
2018 · Yu Zhang, Chang S. Nam, et al. · IEEE Transactions on Cybernetics · 333
L1-Regularized Multiway Canonical Correlation Analysis for SSVEP-Based BCI
2013 · Yu Zhang, Guoxu Zhou, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 266
Optimizing spatial patterns with sparse filter bands for motor-imagery based brain–computer interface
2015 · Yu Zhang, Guoxu Zhou, et al. · Journal of Neuroscience Methods · 265
Sparse Bayesian Classification of EEG for Brain–Computer Interface
2015 · Yu Zhang, Guoxu Zhou, et al. · IEEE Transactions on Neural Networks and Learning Systems · 264
Frequency recognition in SSVEP-based BCI using multiset canonical correlation analysis
2014 · Yu Zhang, Guoxu Zhou, et al. · 264
Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces
2017 · Yu Zhang, Yu Wang, et al. · Expert Systems with Applications · 256
Bayesian Robust Tensor Factorization for Incomplete Multiway Data
2015 · Qibin Zhao, Guoxu Zhou, et al. · IEEE Transactions on Neural Networks and Learning Systems · 242
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Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering
2011 · Zhaoshui He, Shengli Xie, et al. · IEEE Transactions on Neural Networks · 212
Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data
2016 · Guoxu Zhou, Qibin Zhao, et al. · Proceedings of the IEEE · 187
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Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction
2015 · Guoxu Zhou, Andrzej Cichocki, et al. · IEEE Transactions on Neural Networks and Learning Systems · 182
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Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs
2011 · Yu Zhang, Guoxu Zhou, et al. · Lecture notes in computer science · 171
Blind Spectral Unmixing Based on Sparse Nonnegative Matrix Factorization
2010 · Zuyuan Yang, Guoxu Zhou, et al. · IEEE Transactions on Image Processing · 168
EEG classification using sparse Bayesian extreme learning machine for brain–computer interface
2018 · Zhichao Jin, Guoxu Zhou, et al. · Neural Computing and Applications · 158
Fast Nonnegative Matrix/Tensor Factorization Based on Low-Rank Approximation
2012 · Guoxu Zhou, Andrzej Cichocki, et al. · IEEE Transactions on Signal Processing · 156
Spatial-Temporal Discriminant Analysis for ERP-Based Brain-Computer Interface
2013 · Yu Zhang, Guoxu Zhou, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 145
Discriminative Feature Extraction via Multivariate Linear Regression for SSVEP-Based BCI
2016 · Haiqiang Wang, Yu Zhang, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 136
Deep graph regularized non-negative matrix factorization for multi-view clustering
2019 · Jianqiang Li, Guoxu Zhou, et al. · Neurocomputing · 130
Time-Frequency Approach to Underdetermined Blind Source Separation
2012 · Shengli Xie, Liu Yang, et al. · IEEE Transactions on Neural Networks and Learning Systems · 114
Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective
2014 · Guoxu Zhou, Andrzej Cichocki, et al. · IEEE Signal Processing Magazine · 111
Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness
2015 · Guoxu Zhou, Andrzej Cichocki, et al. · IEEE Transactions on Image Processing · 107
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SSVEP recognition using common feature analysis in brain–computer interface
2014 · Yu Zhang, Guoxu Zhou, et al. · Journal of Neuroscience Methods · 100
Aggregation of Sparse Linear Discriminant Analyses for Event-related Potential Classification in Brain-computer Interface
2013 · YU ZHANG, GUOXU ZHOU, et al. · International Journal of Neural Systems · 91
Online Blind Source Separation Using Incremental Nonnegative Matrix Factorization With Volume Constraint
2011 · Guoxu Zhou, Zuyuan Yang, et al. · IEEE Transactions on Neural Networks · 89
Works count: 184
Citation count: 7,996
H-index: 40
I10-index: 89
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