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Support vector analysis of large-scale data based on kernels with iteratively increasing order 期刊论文
JOURNAL OF SUPERCOMPUTING, 2016, 卷号: 72, 期号: 9, 页码: 3297-3311
作者:  Chen, Bo-Wei;  He, Xinyu;  Ji, Wen;  Rho, Seungmin;  Kung, Sun-Yuan
收藏  |  浏览/下载:44/0  |  提交时间:2019/12/13
Support vector analysis  Big data analysis  Kernel ridge regression (KRR)  Ridge support vector machine (Ridge SVM)  
Building Sparse Multiple-Kernel SVM Classifiers 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2009, 卷号: 20, 期号: 5, 页码: 827-839
作者:  Hu, Mingqing;  Chen, Yidiang;  Kwok, James Tin-Yau
收藏  |  浏览/下载:42/0  |  提交时间:2019/12/16
Gradient projection  kernel methods  multiple-kernel learning (MKL)  sparsity  support vector machine (SVM)  
Enhancing human face detection by resampling examples through manifolds 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2007, 卷号: 37, 期号: 6, 页码: 1017-1028
作者:  Chen, Jie;  Wang, Ruiping;  Yan, Shengye;  Shan, Shiguang;  Chen, Xilin;  Gao, Wen
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/16
AdaBoost  face detection  manifold  resampling  support vector machine (SVM)  
A generalized S-K algorithm for learning v-SVM classifiers 期刊论文
PATTERN RECOGNITION LETTERS, 2004, 卷号: 25, 期号: 10, 页码: 1165-1171
作者:  Tao, Q;  Wu, GW;  Wang, J
收藏  |  浏览/下载:48/0  |  提交时间:2019/12/16
statistical machine learning  support vector machines  classification  v-SVM  S-K algorithms  soft convex hulls