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Axiomatic systems of generalized rough sets
Zhu, William; Wang, Feiyue; Wang, G; Peters, JF; Skowron, YY; Yao, YY
Source PublicationROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS
2006
Volume4062Pages:216-221
SubtypeArticle
AbstractRough set theory was proposed by Pawlak to deal with the vagueness and granularity in information systems that are characterized by insufficient, inconsistent, and incomplete data. Its successful applications draw attentions from researchers in areas such as artificial intelligence, computational intelligence, data mining and machine learning. The classical rough set model is based on an equivalence relation on a set, but it is extended to generalized model based on binary relations and coverings. This paper reviews and summarizes the axiomatic systems for classical rough sets, generalized rough sets based on binary relations, and generalized rough sets based on coverings.
KeywordRough Set Covering Granular Computing Data Mining
WOS HeadingsScience & Technology ; Technology
WOS KeywordAPPROXIMATION OPERATORS
Indexed ByISTP ; SCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence
WOS IDWOS:000239623500031
Citation statistics
Cited Times:13[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9278
Collection09年以前成果
Affiliation1.Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligent Sci, Beijing 100080, Peoples R China
2.Univ Auckland, Dept Comp Sci, Auckland 1, New Zealand
3.Univ Arizona, Dept Syst & Ind Engn, Tucson, AZ 85721 USA
Recommended Citation
GB/T 7714
Zhu, William,Wang, Feiyue,Wang, G,et al. Axiomatic systems of generalized rough sets[J]. ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS,2006,4062:216-221.
APA Zhu, William,Wang, Feiyue,Wang, G,Peters, JF,Skowron, YY,&Yao, YY.(2006).Axiomatic systems of generalized rough sets.ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS,4062,216-221.
MLA Zhu, William,et al."Axiomatic systems of generalized rough sets".ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS 4062(2006):216-221.
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