On reduct construction algorithms
文献类型：期刊论文
| 作者 | Yao, Yiyu; Zhao, Yan; Wang, Jue; Wang, G; Peters, JF; Skowron, YY; Yao, YY |
| 刊名 | ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS
 |
| 出版日期 | 2006 |
| 卷号 | 4062页码:297-304 |
| 关键词 | reduct construction algorithms deletion strategy addition-deletion strategy addition strategy attribute selection heuristics |
| 英文摘要 | This paper critically analyzes reduct construction methods at two levels. At a high level, one can abstract commonalities from the existing algorithms, and classify them into three basic groups based on the underlying control structures. At a low level, by adopting different heuristics or fitness functions for attribute selection, one is able to derive most of the existing algorithms. The analysis brings new insights into the problem of reduct construction, and provides guidelines for the design of new algorithms. |
| 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] | RELATIONAL DATABASES ; ATTRIBUTES |
| 收录类别 | ISTP ; SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000239623500043 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9316]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Univ Regina, Dept Comp Sci, Regina, SK S4S 0A2, Canada 2.Chinese Acad Sci, Inst Automat, Lab Complex Syst & Intelligence Sci, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Yao, Yiyu,Zhao, Yan,Wang, Jue,et al. On reduct construction algorithms[J]. ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS,2006,4062:297-304. |
| APA | Yao, Yiyu.,Zhao, Yan.,Wang, Jue.,Wang, G.,Peters, JF.,...&Yao, YY.(2006).On reduct construction algorithms.ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS,4062,297-304. |
| MLA | Yao, Yiyu,et al."On reduct construction algorithms".ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS 4062(2006):297-304. |
入库方式： OAI收割
来源：自动化研究所
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