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《Editoral Board of Geomatics and Information Science of Wuhan University》 2002-03
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Theories and Technologies of Spatial Data Mining and Knowledge Discovery

LI Deren 1 WANG Shuliang 1 LI Deyi 2 WANG Xinzhou 3 (1 National Laboratory for Information Engineering in Surveying Mapping and Remote Sensing,Wuhan University, 129 Luoyu Road,Wuhan,China,430079) (2 China Institute of Electric System Engineeri  
The good methods and technologies of spatial data mining and knowledge discovery (SDMKD) may get excellent knowledge.This paper presents an overview on SDMKD.First,the concept of SDMKD is discussed.Then,this paper describes the theories and technologies on SDMKD,such as probability theory,evidence theory,spatial statistics,rules induction,clustering analysis,spatial analysis,fuzzy sets,rough sets cloud theory,neural network,genetic algorithms,visualization,decision tree,spatial online analytical mining.Finally,how to study SDMKD is forecasted.
【Fund】: 国家重点基础研究发展规划(973计划)资助项目(G19980305084);; 国家高技术研究发展计划(863计划)资助项目(2001AA135081);; 国家自然科学基金资助项目(40023004 49874002);; 教育部博士点基金资助项目(98049801);; 香港理工大学科研基金资助项目(1.34.37.9709)
【CateGory Index】: P208
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