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基于邻接关系的空间数据挖掘 被引量:19

Spatial Data Mining Based on Neighborhood Relation
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摘要 空间邻接关系是空间数据库对象之间的特征联系,其处理过程直接影响着空间数据挖掘算法的实现与效率。基于种邻接关系,给3出了邻接图、邻接路径的概念和几个基本操作,并分析了几种典型的空间数据挖掘算法。 Neighborhood relationships between objects are the main difference in relational DBS and spatial DBS. To make use of these ,relations, the paper defines neighborhood graphsneighborhood paths and some basic operations. Several typical spatial data mining algorithms are analyzed based on these operations. ;;
出处 《计算机工程》 CAS CSCD 北大核心 2002年第7期89-91,共3页 Computer Engineering
关键词 邻接关系 空间数据挖掘 空间数据库 地理信息系统 计算机 Spatial data miningNeighborhood relationshipNeighborhood path
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参考文献5

  • 1[1]Ester M, Kriegel H P,Sander J. Spatial Data Mining: A Database Approach. Proc. 5th Int. Symp. on Large Spatial Database, Berlin,Grmany, 1997
  • 2[2]Ester M, Frommelt A, Kriegel H P, et al. Algorithms for Characterization and Trend Detection in Spatial Database. Proc. 4th Int .Conf. on Knowledge Discovery and Data Mining, NewYork, 1998.
  • 3[3]Ester M, Frommelt A, Kriegel H P,et al. Spatial Data Mining: Database Primitives, Algorithms and Efficient DBMS Support. Data Mining and Knowledge Discovery, 2000, (4):193-216
  • 4[4]Han J, Kambr M. Data Mining: Concepts and Techniques. Beijing:Higher Education Press,2001
  • 5[5]Koperski K, Adhikary J, Han J. An efficient Two-step Method for Classification of Spatial Data. Proc, Symp on Spatial Data Handling,Vancouver, Canada, 1998

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