Knowledge Commons of Institute of Automation，CAS
| On reduct construction algorithms | |
| Yao, Yiyu; Zhao, Yan; Wang, Jue; Wang, G; Peters, JF; Skowron, YY; Yao, YY | |
| 发表期刊 | ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS
 |
| 2006 | |
| 卷号 | 4062页码:297-304 |
| 文章类型 | Article |
| 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. |
| 关键词 | Reduct Construction Algorithms Deletion Strategy Addition-deletion Strategy Addition Strategy Attribute Selection Heuristics |
| WOS标题词 | Science & Technology ; Technology |
| 关键词[WOS] | RELATIONAL DATABASES ; ATTRIBUTES |
| 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:000239623500043 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.ia.ac.cn/handle/173211/9316 |
| 专题 | 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. |
| 条目包含的文件 | 条目无相关文件。 | |||||
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