Cancer identification based on DNA microarray data

被引：0
|
作者：
Liu, Yihui [1 ]
机构：
[1] Shandong Inst Light Ind, Sch Comp Sci & Informat Technol, Jinan 250353, Shandong, Peoples R China
来源：
EMERGING TECHNOLOGIES IN KNOWLEDGE DISCOVERY AND DATA MINING | 2007年 / 4819卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this study we perform wavelet transform on the analysis of DNA microarray data. A set of wavelet features is used to measure the change of gene expression profile. Then wavelet features are input to support vector machine (SVM) to classify DNA microarray data into different diagnostic classes. Experiments are carried out on six datasets of microarray data. On a wide range of data sets, our method displays a highly competitive accuracy in comparison to the best performance of other kinds of classification models.
引用
收藏
页码：153 / +
页数：4
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