Tolerance relation based granular space

	Tolerance relation based granular space
	Zheng, Z ; Hu, H ; Shi, ZZ
	2005
发表期刊	ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PRT 1, PROCEEDINGS
ISSN	0302-9743
卷号	3641 页码:682-691
摘要	Granular computing as an enabling technology and as such it cuts across a broad spectrum of disciplines and becomes important to many areas of applications. In this paper, the notions of tolerance relation based information granular space are introduced and formalized mathematically. It is a uniform model to study problems in model recognition and machine learning. The key strength of the model is the capability of granulating knowledge in both consecutive and discrete attribute space based on tolerance relation. Such capability is reestablished in granulation and an application in information classification is illustrated. Simulation results show the model is effective and efficient.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000232188600070
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：18[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/10012
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zheng, Z
作者单位	1.Chinese Acad Sci, Key Lab Intelligent Informat Proc, Inst Comp Technol, Beijing 100080, Peoples R China 2.Chinese Acad Sci, Grad Sch, Beijing 100039, Peoples R China
推荐引用方式 GB/T 7714	Zheng, Z,Hu, H,Shi, ZZ. Tolerance relation based granular space[J]. ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PRT 1, PROCEEDINGS,2005,3641:682-691.
APA	Zheng, Z,Hu, H,&Shi, ZZ.(2005).Tolerance relation based granular space.ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PRT 1, PROCEEDINGS,3641,682-691.
MLA	Zheng, Z,et al."Tolerance relation based granular space".ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PRT 1, PROCEEDINGS 3641(2005):682-691.