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Yu Zhang
ORCID
Publication Activity (10 Years)
Years Active: 2011-2024
Publications (10 Years): 38
Top Topics
Functional Connectivity
Medical Data
Motor Imagery
Component Analysis
Top Venues
Int. J. Neural Syst.
IEEE Trans. Neural Networks Learn. Syst.
Neurocomputing
IEEE Trans. Cybern.
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Publications
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Shuning Han
,
Zhe Sun
,
Kanhao Zhao
,
Feng Duan
,
Cesar F. Caiafa
,
Yu Zhang
,
Jordi Solé-Casals
An Insight Into Neurodegeneration: Harnessing Functional MRI Connectivity in the Diagnosis of Mild Cognitive Impairment.
BIOSTEC (1)
(2024)
Hao Jia
,
Shuning Han
,
Cesar F. Caiafa
,
Feng Duan
,
Yu Zhang
,
Zhe Sun
,
Jordi Solé-Casals
Enabling temporal-spectral decoding in multi-class single-side upper limb classification.
Eng. Appl. Artif. Intell.
133 (2024)
Hao Jia
,
Zihao Huang
,
Cesar F. Caiafa
,
Feng Duan
,
Yu Zhang
,
Zhe Sun
,
Jordi Solé-Casals
Assessing the Potential of Data Augmentation in EEG Functional Connectivity for Early Detection of Alzheimer's Disease.
Cogn. Comput.
16 (1) (2024)
Zhe Sun
,
Zhongyu Huang
,
Wangqi Zhao
,
Yu Zhang
,
Jianzhong Zhang
TMOVF: A Task-Agnostic Model Ownership Verification Framework.
SMC
(2023)
Wenlong Wang
,
Feifei Qi
,
David Paul Wipf
,
Chang Cai
,
Tianyou Yu
,
Yuanqing Li
,
Yu Zhang
,
Zhuliang Yu
,
Wei Wu
Sparse Bayesian Learning for End-to-End EEG Decoding.
IEEE Trans. Pattern Anal. Mach. Intell.
45 (12) (2023)
Xiaobo Chen
,
Kaiyuan Wang
,
Zuoyong Li
,
Yu Zhang
,
Qiaolin Ye
A Novel Nonconvex Low-Rank Tensor Completion Approach for Traffic Sensor Data Recovery From Incomplete Measurements.
IEEE Trans. Instrum. Meas.
72 (2023)
Hao Jia
,
Fan Feng
,
Cesar F. Caiafa
,
Feng Duan
,
Yu Zhang
,
Zhe Sun
,
Jordi Solé-Casals
Multi-Class Classification of Upper Limb Movements With Filter Bank Task-Related Component Analysis.
IEEE J. Biomed. Health Informatics
27 (8) (2023)
Xuetong Wang
,
Rong Zhou
,
Kanhao Zhao
,
Alex D. Leow
,
Yu Zhang
,
Lifang He
Normative Modeling Via Conditional Variational Autoencoder and Adversarial Learning to Identify Brain Dysfunction in Alzheimer's Disease.
ISBI
(2023)
Zhe S. Chen
,
Prathamesh Kulkarni
,
Isaac R. Galatzer-Levy
,
Benedetta Bigio
,
Carla Nasca
,
Yu Zhang
Modern views of machine learning for precision psychiatry.
Patterns
3 (11) (2022)
Yu Zhang
,
Han Zhang
,
Ehsan Adeli
,
Xiaobo Chen
,
Mingxia Liu
,
Dinggang Shen
Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis.
IEEE Trans. Cybern.
52 (7) (2022)
Yu Zhang
,
Tao Zhou
,
Wei Wu
,
Hua Xie
,
Hongru Zhu
,
Guoxu Zhou
,
Andrzej Cichocki
Improving EEG Decoding via Clustering-Based Multitask Feature Learning.
IEEE Trans. Neural Networks Learn. Syst.
33 (8) (2022)
Yuning Qiu
,
Guoxu Zhou
,
Yanjiao Wang
,
Yu Zhang
,
Shengli Xie
A Generalized Graph Regularized Non-Negative Tucker Decomposition Framework for Tensor Data Representation.
IEEE Trans. Cybern.
52 (1) (2022)
Zhichao Jin
,
Guoxu Zhou
,
Daqi Gao
,
Yu Zhang
EEG classification using sparse Bayesian extreme learning machine for brain-computer interface.
Neural Comput. Appl.
32 (11) (2020)
Yong Jiao
,
Yu Zhang
,
Xun Chen
,
Erwei Yin
,
Jing Jin
,
Xingyu Wang
,
Andrzej Cichocki
Sparse Group Representation Model for Motor Imagery EEG Classification.
IEEE J. Biomed. Health Informatics
23 (2) (2019)
Yangsong Zhang
,
Erwei Yin
,
Fali Li
,
Yu Zhang
,
Daqing Guo
,
Dezhong Yao
,
Peng Xu
Hierarchical feature fusion framework for frequency recognition in SSVEP-based BCIs.
Neural Networks
119 (2019)
Yu Zhang
,
Chang S. Nam
,
Guoxu Zhou
,
Jing Jin
,
Xingyu Wang
,
Andrzej Cichocki
Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI.
IEEE Trans. Cybern.
49 (9) (2019)
Yong Jiao
,
Yu Zhang
,
Yu Wang
,
Bei Wang
,
Jing Jin
,
Xingyu Wang
A Novel Multilayer Correlation Maximization Model for Improving CCA-Based Frequency Recognition in SSVEP Brain-Computer Interface.
Int. J. Neural Syst.
28 (4) (2018)
Yu Zhang
,
Yu Wang
,
Guoxu Zhou
,
Jing Jin
,
Bei Wang
,
Xingyu Wang
,
Andrzej Cichocki
Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces.
Expert Syst. Appl.
96 (2018)
Yu Zhang
,
Xiong Zhang
,
Han Sun
,
Xuefei Zhong
,
Zhaowen Fan
A Wearable Wireless fNIRS System.
ICBBB
(2018)
Wen Yang
,
Yu Zhang
,
Chao Yang
,
Zongyu Zuo
,
Xiaofan Wang
Online Power Scheduling for Distributed Filtering Over an Energy-Limited Sensor Network.
IEEE Trans. Ind. Electron.
65 (5) (2018)
Dong Qian
,
Bei Wang
,
Xiangyun Qing
,
Tao Zhang
,
Yu Zhang
,
Xingyu Wang
,
Masatoshi Nakamura
Drowsiness Detection by Bayesian-Copula Discriminant Classifier Based on EEG Signals During Daytime Short Nap.
IEEE Trans. Biomed. Eng.
64 (4) (2017)
Yu Zhang
,
Yu Wang
,
Jing Jin
,
Xingyu Wang
Sparse Bayesian Learning for Obtaining Sparsity of EEG Frequency Bands Based Feature Vectors in Motor Imagery Classification.
Int. J. Neural Syst.
27 (2) (2017)
Minqiang Huang
,
Hanhan Zhang
,
Jing Jin
,
Yu Zhang
,
Xingyu Wang
A Comparison Between Two Motion-Onset Visual BCI Patterns: Diffusion vs Contraction.
ISNN (2)
(2017)
Yu Zhang
,
Guoxu Zhou
,
Jing Jin
,
Yangsong Zhang
,
Xingyu Wang
,
Andrzej Cichocki
Sparse Bayesian multiway canonical correlation analysis for EEG pattern recognition.
Neurocomputing
225 (2017)
Jing Jin
,
Brendan Z. Allison
,
Yu Zhang
,
Yan Chen
,
Sijie Zhou
,
Yi Dong
,
Xingyu Wang
,
Andrzej Cichocki
Continuous use of ERP-based BCIs with different visual angles in ALS patients.
CoRR
(2017)
Hongyan Sun
,
Jing Jin
,
Yu Zhang
,
Bei Wang
,
Xingyu Wang
An Improved Visual-Tactile P300 Brain Computer Interface.
ICONIP (2)
(2017)
Guoxu Zhou
,
Qibin Zhao
,
Yu Zhang
,
Tülay Adali
,
Shengli Xie
,
Andrzej Cichocki
Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data.
Proc. IEEE
104 (2) (2016)
Long Chen
,
Jing Jin
,
Ian Daly
,
Yu Zhang
,
Xingyu Wang
,
Andrzej Cichocki
Exploring Combinations of Different Color and Facial Expression Stimuli for Gaze-Independent BCIs.
Frontiers Comput. Neurosci.
10 (2016)
Zhaoyang Qiu
,
Brendan Z. Allison
,
Jing Jin
,
Yu Zhang
,
Xingyu Wang
,
Wei Li
,
Andrzej Cichocki
Optimized motor imagery paradigm based on imagining Chinese characters writing movement.
CoRR
(2016)
Sijie Zhou
,
Long Chen
,
Yu Zhang
,
Jing Jin
,
Xingyu Wang
Exploring (C)overt attention for multi-objective gaze-independent BCIs, visual angle not exceeding 1 degree.
CCIS
(2016)
Guoxu Zhou
,
Andrzej Cichocki
,
Yu Zhang
,
Danilo P. Mandic
Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction.
IEEE Trans. Neural Networks Learn. Syst.
27 (11) (2016)
Zhaoyang Qiu
,
Jing Jin
,
Yu Zhang
,
Hongyan Sun
,
Xingyu Wang
Comparisons of three BCIs which do not rely on the visual modality.
ICSAI
(2016)
Zhaoyang Qiu
,
Jing Jin
,
Hak-Keung Lam
,
Yu Zhang
,
Xingyu Wang
,
Andrzej Cichocki
Improved SFFS method for channel selection in motor imagery based BCI.
Neurocomputing
207 (2016)
Long Chen
,
Brendan Z. Allison
,
Yu Zhang
,
Xingyu Wang
,
Jing Jin
An Online Gaze-Independent BCI System Used Dummy Face with Eyes Only Region as Stimulus.
HCI (13)
(2016)
Yu Zhang
,
Guoxu Zhou
,
Qibin Zhao
,
Andrzej Cichocki
,
Xingyu Wang
Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation.
Neurocomputing
198 (2016)
Yu Zhang
,
Qibin Zhao
,
Guoxu Zhou
,
Jing Jin
,
Xingyu Wang
,
Andrzej Cichocki
Removal of EEG artifacts for BCI applications using fully Bayesian tensor completion.
ICASSP
(2016)
Yu Zhang
,
Guoxu Zhou
,
Jing Jin
,
Qibin Zhao
,
Xingyu Wang
,
Andrzej Cichocki
Sparse Bayesian Classification of EEG for Brain-Computer Interface.
IEEE Trans. Neural Networks Learn. Syst.
27 (11) (2016)
Sijie Zhou
,
Long Chen
,
Jing Jin
,
Yu Zhang
,
Xingyu Wang
Exploring motion visual-evoked potentials for multi-objective gaze-independent brain-computer interfaces.
ICSAI
(2016)
Jing Jin
,
Eric W. Sellers
,
Sijie Zhou
,
Yu Zhang
,
Xingyu Wang
,
Andrzej Cichocki
A P300 Brain-Computer Interface Based on a Modification of the Mismatch Negativity Paradigm.
Int. J. Neural Syst.
25 (3) (2015)
Jiaxin Ma
,
Yu Zhang
,
Andrzej Cichocki
,
Fumitoshi Matsuno
A Novel EOG/EEG Hybrid Human-Machine Interface Adopting Eye Movements and ERPs: Application to Robot Control.
IEEE Trans. Biomed. Eng.
62 (3) (2015)
Guoxu Zhou
,
Qibin Zhao
,
Yu Zhang
,
Tülay Adali
,
Shengli Xie
,
Andrzej Cichocki
Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data.
CoRR
(2015)
Huiping Hu
,
Jing Jin
,
Yu Zhang
,
Xingyu Wang
Design of a visual information-based brain-computer interface control system.
ICNC
(2015)
Jing Jin
,
Brendan Z. Allison
,
Yu Zhang
,
Xingyu Wang
,
Andrzej Cichocki
An ERP-Based BCI using an oddball Paradigm with Different Faces and Reduced errors in Critical Functions.
Int. J. Neural Syst.
24 (8) (2014)
Yu Zhang
,
Guoxu Zhou
,
Jing Jin
,
Qibin Zhao
,
Xingyu Wang
,
Andrzej Cichocki
Aggregation of Sparse Linear Discriminant analyses for Event-Related potential Classification in Brain-Computer Interface.
Int. J. Neural Syst.
24 (1) (2014)
Guoxu Zhou
,
Qibin Zhao
,
Yu Zhang
,
Andrzej Cichocki
Fast Nonnegative Tensor Factorization by Using Accelerated Proximal Gradient.
ISNN
(2014)
Yangsong Zhang
,
Li Dong
,
Rui Zhang
,
Dezhong Yao
,
Yu Zhang
,
Peng Xu
An Efficient Frequency Recognition Method Based on Likelihood Ratio Test for SSVEP-Based BCI.
Comput. Math. Methods Medicine
2014 (2014)
Yu Zhang
,
Guoxu Zhou
,
Jing Jin
,
Xingyu Wang
,
Andrzej Cichocki
Frequency Recognition in SSVEP-Based BCI using Multiset Canonical Correlation Analysis.
Int. J. Neural Syst.
24 (4) (2014)
Jiaxin Ma
,
Yu Zhang
,
Yunjun Nam
,
Andrzej Cichocki
,
Fumitoshi Matsuno
EOG/ERP hybrid human-machine interface for robot control.
IROS
(2013)
Li Wang
,
Xiong Zhang
,
Xuefei Zhong
,
Yu Zhang
Analysis and classification of speech imagery EEG for BCI.
Biomed. Signal Process. Control.
8 (6) (2013)
Guoxu Zhou
,
Zhaoshui He
,
Yu Zhang
,
Qibin Zhao
,
Andrzej Cichocki
Canonical Polyadic Decomposition: From 3-way to N-Way.
CIS
(2012)
Yu Zhang
,
Qibin Zhao
,
Guoxu Zhou
,
Xingyu Wang
,
Andrzej Cichocki
Regularized CSP with Fisher's criterion to improve classification of single-trial ERPs for BCI.
FSKD
(2012)
Raofen Wang
,
Jianhua Zhang
,
Yu Zhang
,
Xingyu Wang
Assessment of human operator functional state using a novel differential evolution optimization based adaptive fuzzy model.
Biomed. Signal Process. Control.
7 (5) (2012)
Yu Zhang
,
Jing Jin
,
Xiangyun Qing
,
Bei Wang
,
Xingyu Wang
LASSO based stimulus frequency recognition model for SSVEP BCIs.
Biomed. Signal Process. Control.
7 (2) (2012)
Qibin Zhao
,
Akinari Onishi
,
Yu Zhang
,
Jianting Cao
,
Liqing Zhang
,
Andrzej Cichocki
A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli.
ICONIP (1)
(2011)
Yu Zhang
,
Guoxu Zhou
,
Qibin Zhao
,
Akinari Onishi
,
Jing Jin
,
Xingyu Wang
,
Andrzej Cichocki
Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs.
ICONIP (1)
(2011)
Jing Jin
,
Yu Zhang
,
Xingyu Wang
A Novel Combination of Time Phase and EEG Frequency Components for SSVEP-Based BCI.
ICONIP (1)
(2011)