A Unified String Kernel for Biology Sequence

被引：0

作者：

Yuan, Dehui ^{[1
]}

Yang, Shengyun ^{[1
]}

Lai, Guoming ^{[1
]}

机构：

[1] Hanshan Normal Univ, Dept Math & Informat Technol, Guangdong 521041, Peoples R China

来源：

ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, PROCEEDINGS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE | 2008年 / 5227卷

关键词：

unified kernel; improved kernel string; composite kernel string;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, we introduce a unified String Kernel. Based on this unified string kernel, we construct improved sparse kernel and composite kernel. Using the same target families and the same test and training set splits as in the protein classification experiments from Weston, we do experiments with these new kernels. The results show that our kernels are superior to previously developed string kernel.

引用

页码：633 / 641

页数：9

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