基于MATLAB的空间数据挖掘系统(M-SDM)设计与实现[EB/OL]
北京:中国科技论文在线
集成了空间关联规则挖掘、空间聚类分析、决策树分析等多种空间数据挖掘主要算法
构建了基于MATLAB平台的空间数据挖掘系统(M-SDM)
关键词: 空间数据挖掘系统
旨在提高海量数据处理效率并扩大MATLAB在空间数据挖掘、空间矢量数据处理等方面的应用
郑新奇 * ( 中国地质大学(北京)土地科学技术学院
) Abstract: 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
Keywords: spatial data mining system;spatial association rule mining;spatial clustering;decision tree;GUI 下载PDF阅读器 PDF全文下载: 初稿 ( 249 ) 作者简介: 通信联系人: 【收录情况】 中国科技论文在线: 赵璐