Axiomatic systems of generalized rough sets | |
Zhu, William; Wang, Feiyue; Wang, G; Peters, JF; Skowron, YY; Yao, YY | |
刊名 | ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS |
2006 | |
卷号 | 4062页码:216-221 |
关键词 | rough set covering granular computing data mining |
英文摘要 | Rough 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. |
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] | APPROXIMATION OPERATORS |
收录类别 | ISTP ; SCI |
语种 | 英语 |
WOS记录号 | WOS:000239623500031 |
内容类型 | 期刊论文 |
源URL | [http://ir.ia.ac.cn/handle/173211/9278] |
专题 | 自动化研究所_09年以前成果 |
作者单位 | 1.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 |
推荐引用方式 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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