计算机工程与应用 ›› 2008, Vol. 44 ›› Issue (33): 1-6.DOI: 10.3778/j.issn.1002-8331.2008.33.001
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杨钟瑾
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YANG Zhong-jin
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摘要： 概述了基于核函数方法的支持向量机。首先简要叙述支持向量机的基本思想和核特征空间，然后重点介绍核函数支持向量机的前沿理论与领先技术，同时描述了核函数支持向量机在关键领域的应用。
关键词: 核函数, 支持向量机, 推广性能
Abstract: This paper presents a survey of kernel-based support vector machines.The main ideas of support vector machines and kernel feature spaces are described briefly，and then a description of the kernel methods for support vector machines is indroduced，including details of the recent advanced techniques and its key applications.
Key words: kernel, support vector machines, generalization performance
杨钟瑾. 核函数支持向量机[J]. 计算机工程与应用, 2008, 44(33): 1-6.
YANG Zhong-jin. Kernel-based support vector machines[J]. Computer Engineering and Applications, 2008, 44(33): 1-6.
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链接本文: http://cea.ceaj.org/CN/10.3778/j.issn.1002-8331.2008.33.001
http://cea.ceaj.org/CN/Y2008/V44/I33/1
