EEG classification using sparse Bayesian extreme learning machine for brain–computer interface
Jin, Zhichao, Zhou, Guoxu, Gao, Daqi, Zhang, Yu
Published in Neural computing & applications (01.06.2020)
Published in Neural computing & applications (01.06.2020)
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Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces
Zhang, Yu, Wang, Yu, Zhou, Guoxu, Jin, Jing, Wang, Bei, Wang, Xingyu, Cichocki, Andrzej
Published in Expert systems with applications (15.04.2018)
Published in Expert systems with applications (15.04.2018)
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Sparse Bayesian Classification of EEG for Brain-Computer Interface
Yu Zhang, Guoxu Zhou, Jing Jin, Qibin Zhao, Xingyu Wang, Cichocki, Andrzej
Published in IEEE transaction on neural networks and learning systems (01.11.2016)
Published in IEEE transaction on neural networks and learning systems (01.11.2016)
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Bayesian Robust Tensor Factorization for Incomplete Multiway Data
Qibin Zhao, Guoxu Zhou, Liqing Zhang, Cichocki, Andrzej, Amari, Shun-Ichi
Published in IEEE transaction on neural networks and learning systems (01.04.2016)
Published in IEEE transaction on neural networks and learning systems (01.04.2016)
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Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data
Zhou, Guoxu, Zhao, Qibin, Zhang, Yu, Adali, Tulay, Xie, Shengli, Cichocki, Andrzej
Published in Proceedings of the IEEE (01.02.2016)
Published in Proceedings of the IEEE (01.02.2016)
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Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness
Guoxu Zhou, Cichocki, Andrzej, Qibin Zhao, Shengli Xie
Published in IEEE transactions on image processing (01.12.2015)
Published in IEEE transactions on image processing (01.12.2015)
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Fast Nonnegative Matrix/Tensor Factorization Based on Low-Rank Approximation
Guoxu Zhou, Cichocki, Andrzej, Shengli Xie
Published in IEEE transactions on signal processing (01.06.2012)
Published in IEEE transactions on signal processing (01.06.2012)
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A Generalized Graph Regularized Non-Negative Tucker Decomposition Framework for Tensor Data Representation
Qiu, Yuning, Zhou, Guoxu, Wang, Yanjiao, Zhang, Yu, Xie, Shengli
Published in IEEE transactions on cybernetics (01.01.2022)
Published in IEEE transactions on cybernetics (01.01.2022)
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Frequency recognition in SSVEP-based BCI using multiset canonical correlation analysis
Zhang, Yu, Zhou, Guoxu, Jin, Jing, Wang, Xingyu, Cichocki, Andrzej
Published in International journal of neural systems (01.06.2014)
Published in International journal of neural systems (01.06.2014)
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Low Tensor-Ring Rank Completion by Parallel Matrix Factorization
Yu, Jinshi, Zhou, Guoxu, Li, Chao, Zhao, Qibin, Xie, Shengli
Published in IEEE transaction on neural networks and learning systems (01.07.2021)
Published in IEEE transaction on neural networks and learning systems (01.07.2021)
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SSVEP recognition using common feature analysis in brain–computer interface
Zhang, Yu, Zhou, Guoxu, Jin, Jing, Wang, Xingyu, Cichocki, Andrzej
Published in Journal of neuroscience methods (15.04.2015)
Published in Journal of neuroscience methods (15.04.2015)
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Aggregation of sparse linear discriminant analyses for event-related potential classification in brain-computer interface
Zhang, Yu, Zhou, Guoxu, Jin, Jing, Zhao, Qibin, Wang, Xingyu, Cichocki, Andrzej
Published in International journal of neural systems (01.02.2014)
Published in International journal of neural systems (01.02.2014)
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Sparse Bayesian multiway canonical correlation analysis for EEG pattern recognition
Zhang, Yu, Zhou, Guoxu, Jin, Jing, Zhang, Yangsong, Wang, Xingyu, Cichocki, Andrzej
Published in Neurocomputing (Amsterdam) (15.02.2017)
Published in Neurocomputing (Amsterdam) (15.02.2017)
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Tensor Recovery via L-Spectral k-Support Norm
Wang, Andong, Zhou, Guoxu, Jin, Zhong, Zhao, Qibin
Published in IEEE journal of selected topics in signal processing (01.04.2021)
Published in IEEE journal of selected topics in signal processing (01.04.2021)
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Discriminative Feature Extraction via Multivariate Linear Regression for SSVEP-Based BCI
Wang, Haiqiang, Zhang, Yu, Waytowich, Nicholas R., Krusienski, Dean J., Zhou, Guoxu, Jin, Jing, Wang, Xingyu, Cichocki, Andrzej
Published in IEEE transactions on neural systems and rehabilitation engineering (01.05.2016)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.05.2016)
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Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation
Zhang, Yu, Zhou, Guoxu, Zhao, Qibin, Cichocki, Andrzej, Wang, Xingyu
Published in Neurocomputing (Amsterdam) (19.07.2016)
Published in Neurocomputing (Amsterdam) (19.07.2016)
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