Design and Implementation of Spatial Data Mining System (M-SDM) based on MATLAB

被引：0
|
作者：
Zhao Lu [1 ]
Zheng Xinqi [1 ,2 ]
Wang Shuqing [1 ]
机构：
[1] China Univ Geosci, Beijing, Peoples R China
[2] Minist Land & Resources, Key Lab Land Regulat, Beijing, Peoples R China
来源：
JOURNAL OF COMPUTERS | 2008年 / 3卷 / 10期
基金：
中国国家自然科学基金;
关键词：
spatial data mining system; spatial association rule mining; spatial clustering; decision tree; GUI; visualization;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
Taking the design of data analyzing software for imaging brain function - SPM (Statistical Parameters Mapping) for reference, this study combined MATLAB, GIS and SDM organically, constructed an SDM system framework on MATLAB platform, integrated the major algorithms such as spatial association rule mining, spatial clustering analyzing, decision tree analyzing and so on, and applied the system in land-use spatial database, aiming at enhancing the efficiency of massive data processing and enlarging the application of MATLAB in spatial data mining, spatial vector data processing and other aspects.
引用
收藏
页码：66 / 70
页数：5
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