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Issue:
Curve Reconstruction Based on Support Vector Machine
Author(s):
WANG Guofeng
,
LIU Yan
,
LI Yanjun
Pages:
33
-
36
Year:
2004
Issue:
1
Journal:
JOURNAL OF NORTHWESTERN POLYTECHNICAL UNIVERSITY
Keyword:
支持向量机
;
曲线重建
;
函数逼近
;
Abstract:
基于统计学习理论(SLT)的支持向量机(SVM)在高维空间中表示复杂函数是一种有效的通用方法,也是一种新的、很有发展前景的机器学习算法.文中简要介绍了基于支持向量机的理论,并在此基础上提出了一种基于支持向量机(SVM)的曲线重建算法,最后给出了实验,证明了该方法的有效性.
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