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
CHAO LIResearch Scientist (indefinite-term), Center for Advanced Intelligence Project (AIP), RIKEN, JapanVerified email at riken.jp
Jianting CaoSaitama Institute of TechnologyVerified email at sit.ac.jp
Danilo MandicProf. of Machine Intelligence, Dept of Electrical and Electronic Eng., Imperial College London, UKVerified email at imperial.ac.uk
Yu ZhangLehigh 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
wanzeng kongProf. College of Computer Science, Hangzhou Dianzi UniversityVerified email at hdu.edu.cn
Yuning QiuSPDR, Center for Advanced Intelligence Project, RIKEN, JapanVerified email at riken.jp
Andong WANGRIKEN AIPVerified email at njust.edu.cn
Jiajia TangKey Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, School of ComputerVerified email at hdu.edu.cn
Ivan OseledetsAIRI; Skolkovo Institute of Science and TechnologyVerified email at skoltech.ru
Wei HeProfessor, Wuhan UniversityVerified email at whu.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
Naoto YokoyaThe University of TokyoVerified email at k.u-tokyo.ac.jp
Haonan HuangRIKEN, Center for Advanced Intelligence Project (AIP)Verified email at riken.jp
Tatsuya YokotaNagoya Institute of Technology, RIKEN Center for Advanced Intelligence Project (AIP)Verified email at nitech.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	1610	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	607	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	578	2016
Tensor Ring Decomposition Q Zhao, G Zhou, S Xie, L Zhang, A Cichocki arXiv preprint arXiv:1606.05535, 2016	518	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	356	2005
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	308	2017
Smooth PARAFAC decomposition for tensor completion T Yokota, Q Zhao, A Cichocki IEEE Transactions on Signal Processing 64 (20), 5423-5436, 2016	291	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	291	2015
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	259	2016
Non-local meets global: An iterative paradigm for hyperspectral image restoration W He, Q Yao, C Li, N Yokoya, Q Zhao, H Zhang, L Zhang IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (4), 2089-2107, 2020	212	2020
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	208	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	191	2011
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	190	2019
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	182	2019
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	171	2012
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	169	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	167	2008
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	163	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	159	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	142	2014

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