Spremljaj
Qibin Zhao
Qibin Zhao
RIKEN AIP
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Leto
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
15522015
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
5822015
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
5282016
Tensor Ring Decomposition
Q Zhao, G Zhou, S Xie, L Zhang, A Cichocki
arXiv preprint arXiv:1606.05535, 2016
4732016
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
3462005
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
2892017
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
2852015
Smooth PARAFAC decomposition for tensor completion
T Yokota, Q Zhao, A Cichocki
IEEE Transactions on Signal Processing 64 (20), 5423-5436, 2016
2742016
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
2492016
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
2062016
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
1882020
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
1842011
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
1752019
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
1712012
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
1672019
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
1652008
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
1642012
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
1612009
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
1552013
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
1392014
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