Convergence of a new decomposition algorithm for support vector machines

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	Convergence of a new decomposition algorithm for support vector machines
	Wang, Yan-Guo ; Qiao, Hong; Zhang, Bo ; Huang, DS ; Li, K ; Irwin, GW
发表期刊	COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS
	2006
卷号	4114 页码:303-308
文章类型	Article
摘要	Decomposition methods is the main way for solving support vector machines (SVMs) with large data sets. In this paper a new decomposition algorithm is proposed, and its convergence is also proved.
WOS标题词	Science & Technology ; Technology
关键词[WOS]	SMO ALGORITHM
收录类别	ISTP ; SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000240083300039
引用统计
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9220
专题	09年以前成果
作者单位	1.Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China 2.Chinese Acad Sci, Inst Appl Math, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Wang, Yan-Guo,Qiao, Hong,Zhang, Bo,et al. Convergence of a new decomposition algorithm for support vector machines[J]. COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS,2006,4114:303-308.
APA	Wang, Yan-Guo,Qiao, Hong,Zhang, Bo,Huang, DS,Li, K,&Irwin, GW.(2006).Convergence of a new decomposition algorithm for support vector machines.COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS,4114,303-308.
MLA	Wang, Yan-Guo,et al."Convergence of a new decomposition algorithm for support vector machines".COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS 4114(2006):303-308.