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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:42/0  |  提交时间:2019/12/13
Support vector analysis  Big data analysis  Kernel ridge regression (KRR)  Ridge support vector machine (Ridge SVM)  
Affective Visualization and Retrieval for Music Video 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2010, 卷号: 12, 期号: 6, 页码: 510-522
作者:  Zhang, Shiliang;  Huang, Qingming;  Jiang, Shuqiang;  Gao, Wen;  Tian, Qi
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/16
Affective content analysis  affective visualization  dimensional affective model  support vector regression  
Learning linear PCA with convex semi-definite programming 期刊论文
PATTERN RECOGNITION, 2007, 卷号: 40, 期号: 10, 页码: 2633-2640
作者:  Tao, Qing;  Wu, Gao-wei;  Wang, Jue
收藏  |  浏览/下载:45/0  |  提交时间:2019/12/16
principal component analysis  statistical learning theory  support vector machines  margin  maximal margin algorithm  semi-definite programming  robustness  
The theoretical analysis of FDA and applications 期刊论文
PATTERN RECOGNITION, 2006, 卷号: 39, 期号: 6, 页码: 1199-1204
作者:  Tao, Q;  Wu, GW;  Wang, J
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/16
classification  Fisher discriminant analysis  support vector machines  LS-SVM  regression