Convergence of a new decomposition algorithm for support vector machines
文献类型：期刊论文
| 作者 | Wang, Yan-Guo; Qiao, Hong ; Zhang, Bo; Huang, DS; Li, K; Irwin, GW
|
| 刊名 | COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS
 |
| 出版日期 | 2006 |
| 卷号 | 4114页码:303-308 |
| 英文摘要 | 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 |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | SMO ALGORITHM |
| 收录类别 | ISTP ; SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000240083300039 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9220]  |
| 专题 | 自动化研究所_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. |
入库方式： OAI收割
来源：自动化研究所
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