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LEX-SVM: EXPLORING THE POTENTIAL OF EXON EXPRESSION PROFILING FOR DISEASE CLASSIFICATION 期刊论文
JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, 2011, 卷号: 9, 期号: 2, 页码: 299-316
作者:  Yuan, Xiongying;  Zhao, Yi;  Liu, Changning;  Bu, Dongbo
收藏  |  浏览/下载:74/0  |  提交时间:2019/12/16
Alternative splicing  Affymetrix exon array  RNA-Seq  exon expression profile classification  regularized SVM  
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  
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:45/0  |  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  
Fast and robust text detection in images and video frames 期刊论文
IMAGE AND VISION COMPUTING, 2005, 卷号: 23, 期号: 6, 页码: 565-576
作者:  Ye, QX;  Huang, QM;  Gao, W;  Zhao, DB
收藏  |  浏览/下载:43/0  |  提交时间:2019/12/16
text detection  multiscale wavelet feature  feature combination  SVM classification  
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:46/0  |  提交时间:2019/12/16
statistical machine learning  support vector machines  classification  v-SVM  S-K algorithms  soft convex hulls