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《Computer Engineering and Design》 2009-07
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Spatial clustering analysis and its evaluation

XI Jing-ke1, TAN Hai-qiao2 (1. College of Computer Science and Technology, China University of Mining and Technology, Xuzhou 221008, China; 2. College of Resource and Geoscience, China University of Mining and Technology, Xuzhou 221008, China)  
Spatial clustering is one of the important research topic in spatial data mining, it is widely applied in spatial analysis. Complexity of spatial data is briefly analyzed, mainly benchmarks for spatial clustering is proposed and representable algorithm is given, internal and external criteria for clustering quality is discussed. In the end, the research direction of spatial clustering is prospected.
【CateGory Index】: TP311.132
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【Citations】
Chinese Journal Full-text Database 2 Hits
1 Liu Yanping1,2 Wang Wenjie1 Tan Henggui2 1(Graduate School,Chinese Academy of Sciences,Beijing 100039) 2(The 66025 Unit of Beijing Military Area,Shijiazhuang 050030);Spatial Clustering Algorithm in Data Mining[J];Computer Engineering and Applications;2005-35
2 ZHANG Weijiao1,LIU Chunhuang1,LI Fangyu2(1.Institute of Computing Technology,China Academy of Railway Sciences,Beijing 100081;2.School of Earth and Space Science,Peking University,Beijing 100871);Method of Quality Evaluation for Clustering[J];Computer Engineering;2005-20
【Co-citations】
Chinese Journal Full-text Database 6 Hits
1 Zhang Junli Zhang Fan(Department of Information Management,HuaZhong Normal University,Wuhan,Hubei,430079);The Application of KNN-FCM Clustering Algorithm in Text Filtering of Chinese Search Engine[J];Library and Information;2007-04
2 L Zonglei, Wang Jiandong, Li Ying, and Zai Yunfeng(College of Information Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing 210016);An Index of Cluster Validity Based on Modal Logic[J];Journal of Computer Research and Development;2008-09
3 YANG Yan1,JIN Fan1,KAMEL Mohamed2(1.School of Information Science & Technology,Southwest Jiaotong University,Chengdu 610031,China;2.Dept.of Electrical & Computing Engineering,University of Waterloo,Waterloo,Ontario N2L 3G1,Canada);Survey of clustering validity evaluation[J];Application Research of Computers;2008-06
4 TAN Li1,2,WANG Jian-dong1 (1.College of Information Science and Technology,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China;2.Information Technology Department,Nanjing Branch of Shenzhen Development Bank,Nanjing 210008,China);Arithmetic of Long Itemset Preferential:Improved Apriori Arithmetic[J];Computer and Modernization;2007-08
5 Zhang Taihua1,2 Gu Xinjian11.Zhejiang University,Hangzhou,3100272.Guizhou Normal University,Guiyang,550014;Part Family Coding Analysis Based on FCM Algorithm[J];China Mechanical Engineering;2007-21
6 L Zong-lei1,2,WANG Jian-dong2,XU Tao1(1.Coll.of Computer Science and Technology,Civil Aviation Univ.of China,Tianjin 300100,China;2.Coll.of Information Science and Technology,Nanjing Univ.of Aeronautics and Astronautics,Nanjing 210016,China);New clustering validity index based on modal representatives[J];Systems Engineering and Electronics;2009-08
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