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Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification Journal article
Communications in Statistics - Theory and Methods, 2019,Volume: 48,Issue: 1,Page: 165-176
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Pengfei Liu
Favorite | View/Download:12/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
Novel Sampling Formulas Associated with Quaternionic Prolate Spheroidal Wave functions Journal article
ADVANCES IN APPLIED CLIFFORD ALGEBRAS, 2017,Volume: 27,Issue: 4,Page: 2961-2983
Authors:  Cheng, Dong;  Kou, Kit Ian
Favorite | View/Download:25/0 | TC[WOS]:4 TC[Scopus]:5 | Submit date:2018/10/30
Spectral Theorem  Prolate Spheroidal Wave Function  Quaternion Reproducing-kernel Hilbert Spaces  Quaternion Fourier Transform  Whittaker-shannon-kotel'nikov Sampling Formula  
Aveiro method in reproducing kernel Hilbert spaces under complete dictionary Journal article
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2017,Volume: 40,Issue: 18,Page: 7240-7254
Authors:  Mai, Weixiong;  Qian, Tao
Favorite | View/Download:26/0 | TC[WOS]:3 TC[Scopus]:6 | Submit date:2018/10/30
Aveiro Method  Pre-orthogonal Greedy Algorithm  Reproducing Kernel  
FFT formulations of adaptive Fourier decomposition Journal article
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2017,Volume: 324,Page: 204-215
Authors:  Gao, You;  Ku, Min;  Qian, Tao;  Wang, Jianzhong
Favorite | View/Download:29/0 | TC[WOS]:7 TC[Scopus]:7 | Submit date:2018/10/30
Fast Fourier Transform  Computational Complexity  Adaptive Decomposition  Greedy Algorithm  Reproducing Kernel Hilbert Space  
A novel learning algorithm in hardy space for Dirichlet problems Conference paper
2016 IEEE International Conference on System Science and Engineering, ICSSE 2016, Puli, Taiwan, 7 7, 2016 - 7 9, 2016
Authors:  Liu, Zhulin;  Chen, C.L. Philip
Favorite | View/Download:29/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/11/06
Approximation learning methods of harmonic mappings in relation to Hardy spaces Conference paper
2016 3rd International Conference on Informative and Cybernetics for Computational Social Systems, ICCSS 2016, Jinzhou, Liaoning, China, 8 26, 2016 - 8 29, 2016
Authors:  Liu, Zhulin;  Chen, C.L. Philip
Favorite | View/Download:13/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/11/06
Generalization Performance of Regularized Ranking with Multiscale Kernels Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2016,Volume: 27,Issue: 5,Page: 993-1002
Authors:  Zhou Y.;  Chen H.;  Lan R.;  Pan Z.
Favorite | View/Download:7/0 | TC[WOS]:3 TC[Scopus]:4 | Submit date:2018/12/21
Drug Discovery  Generalization Performance  Multiscale Kernel  Ranking  Recommendation Tasks  Reproducing Kernel Hilbert Space (Rkhs)  
Perturbed Hankel determinant, correlation functions and Painlevé equations Journal article
Journal of Mathematical Physics, 2016,Volume: 57,Issue: 2
Authors:  Min Chen;  Yang Chen;  Engui Fan
Favorite | View/Download:10/0 | TC[WOS]:7 TC[Scopus]:7 | Submit date:2019/02/12
Kernel normalized mixed-norm algorithm for system identification Conference paper
Proceedings of the International Joint Conference on Neural Networks, Killarney, Ireland, 12-17 July 2015
Authors:  Shujian Yu;  Xinge You;  Kexin Zhao;  Weihua Ou;  Yuanyan Tang
Favorite | View/Download:16/0 | TC[WOS]:0 TC[Scopus]:10 | Submit date:2019/02/11
Adaptation Models  Noise  
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:8/0 | TC[WOS]:4 TC[Scopus]:3 | Submit date:2019/02/11
Mercer Kernel  Multiple Kernel Learning  Reproducing Kernel  Support Vector Machine