Multilevel data summarization from information systems: a "rule plus exception" approach

CASIA OpenIR > 09年以前成果

	Multilevel data summarization from information systems: a "rule plus exception" approach
	Wang, J; Zhao, M; Zhao, K; Han, SQ
发表期刊	AI COMMUNICATIONS
	2003
卷号	16 期号:1 页码:17-39
文章类型	Article
摘要	In this paper we present a theoretical framework on Multilevel Data Summarization (MDS) - a process to summarize an information system into rule sets with different concise degrees (granularity) and corresponding exception sets, which is viewed as the rule-plus-exception model in cognitive science.
关键词	Data Mining Rough Set Theory Granular Computing Rule-plus-exception Model
WOS标题词	Science & Technology ; Technology
关键词[WOS]	INDUCTION ; MODEL
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:000182262400003
引用统计	被引频次：11[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9892
专题	09年以前成果
作者单位	Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Wang, J,Zhao, M,Zhao, K,et al. Multilevel data summarization from information systems: a "rule plus exception" approach[J]. AI COMMUNICATIONS,2003,16(1):17-39.
APA	Wang, J,Zhao, M,Zhao, K,&Han, SQ.(2003).Multilevel data summarization from information systems: a "rule plus exception" approach.AI COMMUNICATIONS,16(1),17-39.
MLA	Wang, J,et al."Multilevel data summarization from information systems: a "rule plus exception" approach".AI COMMUNICATIONS 16.1(2003):17-39.