Qibin Zhao

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Andrzej CichockiSystems Research Institute, Nicolaus Copernicus University, RIKEN (AIP)Verified email at riken.jp
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
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
CHAO LIResearch Scientist (indefinite-term), Center for Advanced Intelligence Project (AIP), RIKEN, JapanVerified email at riken.jp
Yu ZhangLehigh University, Stanford UniversityVerified email at lehigh.edu
Cesar F. CaiafaIndependent Researcher at CONICET - Adjunct Professor at University of Buenos AiresVerified email at iar.unlp.edu.ar
Toshihisa TanakaTokyo University of Agriculture and TechnologyVerified email at cc.tuat.ac.jp
Ivan OseledetsSkolkovo Institute of Science and TechnologyVerified email at skoltech.ru
wanzeng kongProf. College of Computer Science, Hangzhou Dianzi UniversityVerified email at hdu.edu.cn
Fengyu CongProfessor, Dalian University of Technology, China; Docent, University of Jyvaskyla, FinlandVerified email at dlut.edu.cn
Qiang WuShandong UniversityVerified email at sdu.edu.cn
Wei HeProfessor, Wuhan UniversityVerified email at whu.edu.cn
Tomasz M. RutkowskiRIKEN AIP & The University of Tokyo & Nicolaus Copernicus UniversityVerified email at bci-lab.info
Tatsuya YokotaNagoya Institute of Technology, RIKEN Center for Advanced Intelligence Project (AIP)Verified email at nitech.ac.jp
Naoto YokoyaThe University of TokyoVerified email at k.u-tokyo.ac.jp
Yuning QiuGuangdong University of TechnologyVerified email at gdut.edu.cn
Andong WANGRIKEN AIPVerified email at njust.edu.cn
Masashi SugiyamaDirector, RIKEN Center for Advanced Intelligence Project / Professor, The University of TokyoVerified email at k.u-tokyo.ac.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	1362	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	474	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	414	2016
Tensor Ring Decomposition Q Zhao, G Zhou, S Xie, L Zhang, A Cichocki arXiv preprint arXiv:1606.05535, 2016	304	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	300	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	255	2015
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	235	2017
Smooth PARAFAC decomposition for tensor completion T Yokota, Q Zhao, A Cichocki IEEE Transactions on Signal Processing 64 (20), 5423-5436, 2016	222	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	203	2016
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	185	2016
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: 18th International Conference, ICONIP 2011 …, 2011	159	2011
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	158	2012
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	158	2008
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	149	2012
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	141	2009
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	138	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	129	2014
Tensor ring decomposition with rank minimization on latent space: An efficient approach for tensor completion L Yuan, C Li, D Mandic, J Cao, Q Zhao Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 9151-9158, 2019	113	2019
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	110	2013
Non-local meets global: An integrated paradigm for hyperspectral denoising W He, Q Yao, C Li, N Yokoya, Q Zhao Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	106	2019

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