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《Journal of Tsinghua University(Science and Technology)》 2006-S1
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View-angles of spatial data mining

WANG Shuliang~(1,2)(1.International School of Software,Wuhan University,Wuhan 430079,China;2.School of Economics and Management,Tsinghua University,Beijing 100084,China)  
This paper proposes a view-angle of spatial data mining to match the various demands on spatial data mining.Describing the various demands from different users under different spatial conditions,the view-angles of spatial data mining is to discover the knowledge with various granularities from amounts of spatial data by using a certain mining algorithms.First,the view-angle of spatial data mining is defined within its intension and extension.Second,the view-angle based algorithms are presented.Finally,as a case study, the techniques are applied to mine Baota landslide-monitoring database.The results are satisfactory.
【Fund】： 国家“九七三”基础研究基金项目(2006CB701305);; 中国博士后基金资助项目(2004035360);; 国家自然科学基金资助项目(70231010);; 软件工程国家重点实验室开放基金资助项目
【CateGory Index】： TP311.13
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