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A general soft method for learning SVM classifiers with L-1-norm penalty 期刊论文
PATTERN RECOGNITION, 2008, 卷号: 41, 期号: 3, 页码: 939-948
作者:  Tao, Qing;  Wu, Gao-Wei;  Wang, Jue
收藏  |  浏览/下载:48/0  |  提交时间:2019/12/16
support vector machines  classification  nu-SVMs  nearest points  Gilbert's algorithms  Schlesinger-Kozinec's algorithms  Mitchell-Dem'yanov-Malozemov's algorithms  soft convex hulls  
Posterior probability support vector machines for unbalanced data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2005, 卷号: 16, 期号: 6, 页码: 1561-1573
作者:  Tao, Q;  Wu, GW;  Wang, FY;  Wang, J
收藏  |  浏览/下载:47/0  |  提交时间:2019/12/16
Bayesian decision theory  classification  margin  maximal margin algorithms  v-SVM  posterior probability  support vector machines (SVMs)  unbalanced data