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Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
Asymmetric Gaussian Process multi-view learning for visual classification Journal article
Information Fusion, 2021,Volume: 65,Page: 108-118
Authors:  Li,Jinxing;  Li,Zhaoqun;  Lu,Guangming;  Xu,Yong;  Zhang,Bob;  Zhang,David
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Classification  Gaussian Process  Multi-view  View-shared  View-specific  
A Computation Resource Friendly Convolutional Neural Network Engine for EEG-based Emotion Recognition Conference paper
2019 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2019 - Proceedings
Authors:  Zhan,Yi;  Vai,Mang I.;  Barma,Shovan;  Pun,Sio Hang;  Li,Jia Wen;  Mak,Peng Un
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CNN  deep learning  depth-wise convolution  EEG  emotion recognition  parallel convolution neural network  
Analyzing complexity and fractality of glucose dynamics in a pregnant woman with type 2 diabetes under treatment Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 11,Page: 2373-2380
Authors:  Chen X.;  Wang D.;  Lin J.;  Zhang T.;  Deng S.;  Huang L.;  Jin Y.;  Chen C.;  Zhang Z.;  Zheng J.;  Sun B.;  Bogdan P.;  Zhang X.D.
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Complexity Analysis  Continuous Glucose Monitoring  Fractal Analysis  Multiscale Sample Entropy  Type 2 Diabetes With Pregnancy  
Multiple Kernel Fuzzy Clustering with Unsupervised Random Forests Kernel and Matrix-Induced Regularization Journal article
IEEE Access, 2019,Volume: 7,Page: 3967-3979
Authors:  Zhao Y.-P.;  Chen L.;  Gan M.;  Philip Chen C.L.
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Fuzzy clustering  multiple kernel  regularization  unsupervised random forests  
A combined Weisfeiler-Lehman graph kernel for structured data Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2018,Volume: 16,Issue: 5
Authors:  Xu, Lixiang;  Tang, Yuanyan;  Luo, Bin;  Cui, Lixin;  Chen, Xiu;  Xiao, Jin
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2018/10/30
Graph kernel  graph classification  Weisfeiler-Lehman algorithm  combined graph kernel  
Visual Classification with Multikernel Shared Gaussian Process Latent Variable Model Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 49,Issue: 8,Page: 2886-2899
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  Ren,Hu;  Zhang,David
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Gaussian Process (Gp)  Latent Variable Model  Multikernel  Multiview  
Estimation of spot volatility with superposed noisy data Journal article
NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2018,Volume: 44,Page: 62-79
Authors:  Liu, Qiang;  Liu, Yiqi;  Liu, Zhi;  Wang, Li
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2018/10/30
High Frequency Financial Data  Spot Volatility  Range-based Estimation  Kernel Estimate  Multiple Records  Microstructure Noise  Central Limit Theorem  
Multiple kernel shadowed clustering in approximated feature space Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Shanghai, China, 6 17, 2018 - 6 22, 2018
Authors:  Zhao, Yin-Ping;  Chen, Long;  Chen, C. L. Philip
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Random feature based multiple kernel clustering Conference paper
2016 3rd International Conference on Informative and Cybernetics for Computational Social Systems, ICCSS 2016
Authors:  Zhou J.;  Pan Y.;  Wang L.;  Chen C.L.P.
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2019/02/11
kernel clustering  maximum-entropy method  multi-kernel clustering  random Fourier feature