Qibin Zhao

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Andrzej CichockiSKOLKOVO Institute of Science and Technology, Nicolaus Copernicus University UMK, Poland SystemsVerified email at skoltech.ru
Guoxu ZhouGuangdong University of TechnologyVerified email at ieee.org
Liqing Zhang （张丽清）Professor, Department of Computer Science, Shanghai Jiao Tong UniversityVerified email at cs.sjtu.edu.cn
Yu ZhangLehigh University, Stanford UniversityVerified email at lehigh.edu
Danilo MandicDepartment of Electrical and Electronic Engineering, Imperial College London, United KingdomVerified email at imperial.ac.uk
Jianting CaoSaitama Institute of TechnologyVerified email at sit.ac.jp
Cesar F. CaiafaIndependent Researcher at CONICET - Adjunct Professor at University of Buenos AiresVerified email at iar.unlp.edu.ar
CHAO LICenter for Advanced Intelligence Project (AIP), RIKEN, TokyoVerified email at riken.jp
Toshihisa TanakaTokyo University of Agriculture and TechnologyVerified email at cc.tuat.ac.jp
Fengyu CongProfessor, Dalian University of Technology, China; Docent, University of Jyvaskyla, FinlandVerified email at dlut.edu.cn
wanzeng kongProf. College of Computer Science, Hangzhou Dianzi UniversityVerified email at hdu.edu.cn
Tomasz M. RutkowskiRIKEN AIP & The University of Tokyo & Griffith UniversityVerified email at bci-lab.info
Qiang WuShandong UniversityVerified email at sdu.edu.cn
Ivan OseledetsSkolkovo Institute of Science and TechnologyVerified email at skoltech.ru
Lieven De LathauwerKULeuvenVerified email at kuleuven.be
Wei HeResearcher, Geoinformatics Unit, RIKEN Center for Advanced Intelligence Project (AIP)Verified email at postman.riken.jp
Tatsuya YokotaNagoya Institute of Technology, RIKEN Center for Advanced Intelligence Project (AIP), JST ACT-iVerified email at nitech.ac.jp
Naoto YokoyaThe University of TokyoVerified email at k.u-tokyo.ac.jp
Masashi SugiyamaDirector, RIKEN Center for Advanced Intelligence Project / Professor, The University of TokyoVerified email at k.u-tokyo.ac.jp
Amari S*Verified email at brain.riken.jp

Qibin Zhao

RIKEN AIP

Verified email at postman.riken.jp - Homepage

Machine Learning Tensor Decomposition Tensor Networks


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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	968	2015
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination Q Zhao, L Zhang, A Cichocki IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015	292	2015
Tensor networks for dimensionality reduction and large-scale optimization: Part 1 low-rank tensor decompositions A Cichocki, N Lee, I Oseledets, AH Phan, Q Zhao, DP Mandic Foundations and Trends® in Machine Learning 9 (4-5), 249-429, 2016	235	2016
Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions A Cichocki, N Lee, I Oseledets, AH Phan, Q Zhao, DP Mandic Foundations and Trends® in Machine Learning 9 (4-5), 249-429, 2016	235	2016
ECG feature extraction and classification using wavelet transform and support vector machines Q Zhao, L Zhang 2005 International Conference on Neural Networks and Brain 2, 1089-1092, 2005	221	2005
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	194	2015
Noninvasive BCIs: Multiway signal-processing array decompositions A Cichocki, Y Washizawa, T Rutkowski, H Bakardjian, AH Phan, S Choi, ... Computer 41 (10), 34-42, 2008	146	2008
Smooth PARAFAC decomposition for tensor completion T Yokota, Q Zhao, A Cichocki IEEE Transactions on Signal Processing 64 (20), 5423-5436, 2016	143	2016
A novel BCI based on ERP components sensitive to configural processing of human faces Y Zhang, Q Zhao, J Jin, X Wang, A Cichocki Journal of neural engineering 9 (2), 026018, 2012	142	2012
Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives A Cichocki, AH Phan, Q Zhao, N Lee, I Oseledets, M Sugiyama, ... Foundations and Trends® in Machine Learning 9 (6), 431-673, 2017	139	2017
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 (2), 310-331, 2016	137	2016
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, 2016	135	2016
Task-Independent EEG Identification via Low-Rank Matrix Decomposition X Kong, W Kong, Q Fan, Q Zhao, A Cichocki 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2018	134	2018
EEG-based asynchronous BCI control of a car in 3D virtual reality environments QB Zhao, LQ Zhang, A Cichocki Chinese Science Bulletin 54 (1), 78-87, 2009	124	2009
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 International Conference on Neural Information Processing, 287-295, 2011	108	2011
Tensor Ring Decomposition Q Zhao, G Zhou, S Xie, L Zhang, A Cichocki arXiv preprint arXiv:1606.05535, 2016	106	2016
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	104	2014
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	104	2013
Higher-Order Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression Method Q Zhao, CF Caiafa, DP Mandic, ZC Chao, Y Nagasaka, N Fujii, L Zhang, ... IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (7), 1660-1673, 2012	100	2012
Design of assistive wheelchair system directly steered by human thoughts J Li, J Liang, Q Zhao, J Li, K Hong, L Zhang International journal of neural systems 23 (03), 1350013, 2013	85	2013

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