| 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 | 1306 | 2015 |
| 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 | 350 | 2014 |
| Tensor ring decomposition Q Zhao, G Zhou, S Xie, L Zhang, A Cichocki arXiv preprint arXiv:1606.05535, 2016 | 262 | 2016 |
| 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 | 250 | 2015 |
| 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 | 238 | 2013 |
| 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 | 237 | 2018 |
| 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 | 232 | 2015 |
| 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 | 231 | 2018 |
| 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 | 193 | 2011 |
| 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 | 191 | 2015 |
| 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 | 181 | 2010 |
| 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 | 180 | 2016 |
| 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 | 180* | 2016 |
| 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 | 154 | 2012 |
| 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 | 154 | 2011 |
| 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 | 142 | 2012 |
| EEG classification using sparse Bayesian extreme learning machine for brain–computer interface Z Jin, G Zhou, D Gao, Y Zhang Neural Computing and Applications 32, 6601-6609, 2020 | 137 | 2020 |
| 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 | 135 | 2016 |
| 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 | 135 | 2013 |
| 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 | 127 | 2014 |
Andrzej CichockiIBS PAN , Skoltech , UMK Torun, Riken AIPVerified email at skoltech.ru
