A survey on pattern recognition applications of support vector machines
A survey on pattern recognition applications of support vector machines
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DOI：
10.1142/s0218001403002460
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发表时间：
2003-05-01
影响因子：
1.5
通讯作者：
Lee, SW
中科院分区：
文献类型：
--
作者：
Byun, H;Lee, SW
本文综述了支持向量机在模式识别中的应用。由于支持向量机在许多实际数据上表现出了良好的泛化性能，而且该方法在理论上得到了适当的激励，因此得到了广泛的应用。本文简要介绍了支持向量机，并总结了其在模式识别中的各种应用。
In this paper, we present a survey on pattern recognition applications of Support Vector Machines (SVMs). Since SVMs show good generalization performance on many real-life data and the approach is properly motivated theoretically, it has been applied to wide range of applications. This paper describes a brief introduction of SVMs and summarizes its various pattern recognition applications.