A distributed knowledge extraction data mining algorithm

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	A distributed knowledge extraction data mining algorithm
	Liu, JB ; Thanneru, U ; Cheng, DZ
	2004
发表期刊	COMPUTATIONAL AND INFORMATION SCIENCE, PROCEEDINGS
ISSN	0302-9743
卷号	3314 页码:768-774
摘要	We have developed a distributed data mining algorithm based on the progressive knowledge extraction principle. The knowledge factors, the data attributes that are significant statistically or based on a predefined mining function, are extracted progressively from the distributed data sets. The critical data attributes and sample data set are selected iteratively from distributed data sources. The experiments showed that the algorithm is valid and has the potentials for the large distributed data mining practices.
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Information Systems ; Computer Science, Theory & Methods
WOS记录号	WOS:000226644400119
出版者	SPRINGER-VERLAG BERLIN
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/909
专题	中国科学院数学与系统科学研究院
通讯作者	Liu, JB
作者单位	1.Bradley Univ, Dept Comp Sci & Informat Syst, Peoria, IL 61625 USA 2.Chinese Acad Sci, Inst Syst Sci, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Liu, JB,Thanneru, U,Cheng, DZ. A distributed knowledge extraction data mining algorithm[J]. COMPUTATIONAL AND INFORMATION SCIENCE, PROCEEDINGS,2004,3314:768-774.
APA	Liu, JB,Thanneru, U,&Cheng, DZ.(2004).A distributed knowledge extraction data mining algorithm.COMPUTATIONAL AND INFORMATION SCIENCE, PROCEEDINGS,3314,768-774.
MLA	Liu, JB,et al."A distributed knowledge extraction data mining algorithm".COMPUTATIONAL AND INFORMATION SCIENCE, PROCEEDINGS 3314(2004):768-774.