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On reduct construction algorithms
Yao, Yiyu; Zhao, Yan; Wang, Jue; Wang, G; Peters, JF; Skowron, YY; Yao, YY
Source PublicationROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS
2006
Volume4062Pages:297-304
SubtypeArticle
AbstractThis 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.
KeywordReduct Construction Algorithms Deletion Strategy Addition-deletion Strategy Addition Strategy Attribute Selection Heuristics
WOS HeadingsScience & Technology ; Technology
WOS KeywordRELATIONAL DATABASES ; ATTRIBUTES
Indexed ByISTP ; SCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence
WOS IDWOS:000239623500043
Citation statistics
Cited Times:35[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9316
Collection09年以前成果
Affiliation1.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
Recommended Citation
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.
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