Exceptional slices mining based on singular value decomposition

CORC > 北京大学 > 信息科学技术学院

	Exceptional slices mining based on singular value decomposition
	Yu, Hui ; Ma, Xiu-Li ; Tan, Shao-Hua ; Tang, Shi-Wei ; Yang, Dong-Qing
刊名	ruan jian xue baojournal of software
	2005
DOI	10.1360/jos161282
英文摘要	Slice is one of the major operations in on-line analysis processing, which has played an important role in the application of decision support. In this paper, a method of mining exceptional slices is presented for extracting the distribution feature of the slice data based on the technique of the singular value decomposition, and the exceptional slices can be found by utilizing the distance-based outlier detection technique on the singular value feature. The effectiveness of the approach is experimentally demonstrated on the artificial data and the real slices data.; EI; 0; 7; 1282-1288; 16
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/294437]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	Yu, Hui,Ma, Xiu-Li,Tan, Shao-Hua,et al. Exceptional slices mining based on singular value decomposition[J]. ruan jian xue baojournal of software,2005.
APA	Yu, Hui,Ma, Xiu-Li,Tan, Shao-Hua,Tang, Shi-Wei,&Yang, Dong-Qing.(2005).Exceptional slices mining based on singular value decomposition.ruan jian xue baojournal of software.
MLA	Yu, Hui,et al."Exceptional slices mining based on singular value decomposition".ruan jian xue baojournal of software (2005).