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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]:2 TC[Scopus]:3 | Submit date:2021/03/11
Classification  Gaussian Process  Multi-view  View-shared  View-specific  
Linear statistics of random matrix ensembles at the spectrum edge associated with the Airy kernel Journal article
Nuclear Physics B, 2020,Volume: 950
Authors:  Min,Chao;  Chen,Yang
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/09
Visual Classification with Multikernel Shared Gaussian Process Latent Variable Model Journal article
IEEE Transactions on Cybernetics, 2019,Volume: 49,Issue: 8,Page: 2886-2899
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  Ren,Hu;  Zhang,David
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/11
Gaussian process (GP)  latent variable model  multikernel  multiview  
KARL: Fast kernel aggregation queries Conference paper
Proceedings - International Conference on Data Engineering
Authors:  Chan,Tsz Nam;  Yiu,Man Lung;  Hou,Leong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
Kernel aggregation queries  Kernel functions  
Linear Statistics of Random Matrix Ensembles at the Spectrum Edge Associated with the Airy Kernel Journal article
arXiv, 2019
Authors:  Chao Min;  Yang Chen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/07/22
Random Matrix Ensembles  Linear Statistics  Moment-generating Function  Airy Kernel  Mean And Variance  Asymptotics  
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.
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2019/02/13
Fuzzy clustering  multiple kernel  regularization  unsupervised random forests  
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.
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/03
Complexity Analysis  Continuous Glucose Monitoring  Fractal Analysis  Multiscale Sample Entropy  Type 2 Diabetes With Pregnancy  
KARL: Fast Kernel Aggregation Queries Conference paper
Proceedings of the 35th IEEE International Conference on Data Engineering (ICDE), Macao, 2019
Authors:  Tsz Nam Chan;  Man Lung Yiu;  Leong Hou U
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/07/24
Shared Autoencoder Gaussian Process Latent Variable Model for Visual Classification Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 9,Page: 4272-4286
Authors:  Li, Jinxing;  Zhang, Bob;  Zhang, David
Favorite |  | TC[WOS]:5 TC[Scopus]:9 | Submit date:2018/10/30
Autoencoder  discriminative  Gaussian process (GP)  kernel  latent variable model  multiview  
Kernel-based sparse regression with the correntropy-induced loss Journal article
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2018,Volume: 44,Issue: 1,Page: 144-164
Authors:  Chen, Hong;  Wang, Yulong
Favorite |  | TC[WOS]:9 TC[Scopus]:11 | Submit date:2018/10/30
Learning theory  Kernel-based regression  Correntropy-induced loss  Sparsity  Learning rate