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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  |  View/Download:16/0  |  Submit date:2019/02/13
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  |  View/Download:7/0  |  Submit date:2018/10/30
Graph kernel  graph classification  Weisfeiler-Lehman algorithm  combined graph kernel  
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  |  View/Download:13/0  |  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
Favorite  |  View/Download:6/0  |  Submit date:2018/11/06
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  |  View/Download:0/0  |  Submit date:2019/02/11
kernel clustering  maximum-entropy method  multi-kernel clustering  random Fourier feature  
Compressive Sampling-Based Image Coding for Resource-Deficient Visual Communication Journal article
IEEE Transactions on Image Processing, 2016,Volume: 25,Issue: 6,Page: 2844-2855
Authors:  Liu X.;  Zhai D.;  Zhou J.;  Zhang X.;  Zhao D.;  Gao W.
Favorite  |  View/Download:3/0  |  Submit date:2018/12/22
Compressive Sensing  Local Random Sampling  Low Bit-rates Image Coding  Multiple Description Coding  
Large N-limit for random matrices with external source with three distinct eigenvalues Journal article
Random Matrices: Theory and Applications, 2016,Volume: 5,Issue: 2,Page: 1650005
Authors:  Jian Xu;  Engui Fan;  Yang Chen
Favorite  |  View/Download:1/0  |  Submit date:2019/06/03
Riemann–hilbert Problem  Large N-limit  Random Matrices  Multiple Orthogonal Polynomi-als  
An efficient multiple kernel learning in reproducing kernel Hilbert spaces (RKHS) Journal article
International Journal of Wavelets, Multiresolution and Information Processing, 2015,Volume: 13,Issue: 2
Authors:  Lixiang Xu;  Bin Luo;  Yuanyan Tang;  Xiaohua Ma
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Mercer Kernel  Multiple Kernel Learning  Reproducing Kernel  Support Vector Machine  
Maximum-entropy-based multiple kernel fuzzy CMeans clustering algorithm Conference paper
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, San Diego, CA, OCT 05-08, 2014
Authors:  Zhou J.;  Philip Chen C.L.;  Chen L.
Favorite  |  View/Download:5/0  |  Submit date:2019/02/11
Data Clustering  Maximum-entropy  Multiple Kernel Clustering  
A Multiple-feature and multiple-kernel scene segmentation algorithm for humanoid robot Journal article
IEEE Transactions on Cybernetics, 2014,Volume: 44,Issue: 11,Page: 2232-2240
Authors:  Liu Z.;  Xu S.;  Zhang Y.;  Chen C.L.P.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Humanoid robot  interval type-2 fuzzy C-means  multiple-kernel  support vector machine