A New Outlier Mining Method Based on CLIQUE in Multi-Database

摘要：

　　As a branch of Data-Mining,outlier mining is a promising prospect,and clustering analyse is a kind of technology in spatial outlier mining.The paper analyse the clustering arithmetic,compare some arithmetic of Clustring,and discuss the strongpoint and shortpoint of them.The paper research the spatial data and Outlier attributes in high dimensional space.And analysing the CLIQUE algorithm to detect the Outlier in high dimensional space,this approach can find the outliers in high-dimensional space effectively.In conclusion,the main trends of spatial outlier mining are forecaste.

关键词： Data Mining Outlier Clustering Analysis CLIQUE Algorithm

作者: Xiangqin Xiang Dengsheng Liu

作者单位: Laboratory of Network and Intelligent Information Management,Hefei University, Hefei,China

会议类型: 国际会议

会议名称: 2012 2nd international Conference on Materials Science and Information Technology(2012第二届材料科学与信息技术国际会议)(MSIT2012)

会议地点: 西安

会议语种:英文

页码: 959-963

在线出版日期: 2012-08-24（万方平台首次上网日期，不代表论文的发表时间）