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《Science of Surveying and Mapping》 2007-01
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Study on spatial data classification based on integration between GIS and spatial data mining

JIA Ze-lu ①,ZHANG Tong ②(①School of Geology and Environment Engineering,Central South University,Changsha 410083;②Department of Geography San Diego State University 5500 Campanile Drive San Diego,CA 92182-4493)  
A brief introduction of GIS and spatial data mining as well as their integration are proposed.Then a spatial data mining prototype system used to classify spatial data based on Visual C++ 6.0 and MapObject2.0 are designed and developed,which use Decision Tree and Bayesian Networks as its basic algorithm to realize spatial data mining,and integrate training and learning to classify spatial data.Some test has been done to verify the capability of the system and the validity of these algorithms and rules.The result indicates that this prototype system is a practical and extensible Visual Interactive Spatial Data Mining tool.It can realize the interactive control of data mining dynamically and real-timely.At the same time,the process,models and result of data mining are displayed,thought and analyzed as well as evaluated visually.
【Fund】: 国家自然科学基金项目(40271088);; 教育部留学人员回国基金资助项目(152174);; 中南大学文理科学研究基金项目(0601057)
【CateGory Index】: P208
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Chinese Journal Full-text Database 2 Hits
1 LIU Song-lin,ZHAO Peng,WU Chuan-bo,NIU De-li,MEN Bao-hong(institute of surveying and mapping of information engineering university,Zhengzhou 450052,China);The application of combinatorial control to the network release of querying and analyzing rain fall's information system[J];Science of Surveying and Mapping;2008-04
2 LIU Yan-hua1,2,WU Xiang-bin1 (1.School of Geoscience and Environmental Engineering,Central South University,Changsha,hunan, 410083,China; 2.Faculty of Resource and Environmental Sciences,Guangxi Teachers College,Nanning,Guangxi,530001,China);EVALUATION ARCHITECTURE OF GEOLOGIC ENVIRONMENT BASED ON GIS & SDM[J];Xinjiang Geology;2008-04
Chinese Journal Full-text Database 2 Hits
1 JIA Ze-lu~(①②),LIU Yao-lin~②,ZHANG Tong~③(①School of Geology and Environment Engineering,Central South University,25 South Lushan Road,Changsha,410083;②School of Resource and Environment Science,Wuhan University,129 LuoYu Road,Wuhan,430079;③Department of Geography San Diego State University 5500 Campanile Drive San Diego,CA 92182-4493);The study on visual interactive spatial data mining[J];Science of Surveying and Mapping;2004-05
2 JIA Zelu 1,2,LIU Yaolin2,ZHANG Tong3 (1.School of Geology and Environmental Engineering, Central South University, Changsha 410083, China; 2.School of Resource and Environmental Science,Wuhan University, Wuhan 430079, China; 3.Department of Geography, San Diego State University, San Diego CA92182—4493, USA);Discussion on Integration of GIS and Visual Interactive Spatial Data Mining[J];Journal of Nanjing Normal University(Engineering and Technology);2004-04
Chinese Journal Full-text Database 10 Hits
1 HE Bao-jin~①,LIU Xiao-mei~①,GAO Jun-feng~①(①NanJing Institute of lake and limnology of China Academy,210008,Nanjing,China;②Graduate school,Chinese Academy of Sciences,Beijing 100039,China);Research on the security problems in spatial data sharing[J];Science of Surveying and Mapping;2006-02
2 FAN Yan-guo, SUN Xiu-ling(Institute of Geo-Resource and Information, China University of Petroleum,Dongying 257061, China);The technology and classification of map visualization[J];Science of Surveying and Mapping;2007-04
3 JIA Ze-lu1,2 (1.School of Geology and Environment Engineering,Central South University,Changsha 410083,China;2.School of Resource and Environment Science,Wuhan University,Wuhan 430079,China);EXPERT INFORMATION SYSTEM FOR LAND GRADING ON THE BASIS OF GIS AND SDM INTEGRATION[J];Resources and Environment in the Yangtze Basin;2007-03
4 WANG Xi~(1,2),QIN Yao-chen~2,ZHANG Chao~1 (1.Key Lab for GIScience of Education Ministry,East China Normal University,Shanghai 200062;2.College of Environment and Planning,Henan University,Kaifeng 475001,China);Preliminary Discussion for Exploratory Spatial Data Analysis and the Integration Model with GIS[J];Geography and Geo-Information Science;2006-04
5 WANG Zhangang1,2,ZHUANG Dafang1,QIU Dongsheng1,MING Tao1 (1 Institute of Geographic Sciences and Natural Resources Research,CAS,Data Center for Resources and Environment Sciences,Beijing,100101,China; 2 Graduate School of the Chinese Academy of Sciences,Beijing 100039,China);Application Analysis of Data Mining and Visualization in Forestry[J];Geo-Information Science;2007-04
6 WEI Hong - fang, LIU Yang , YI Sheng - wei, LI Xin, XU You - wen ( School of Information Engineering, Liaoning University of Petroleum & Chemical Technology, Fushun Liaoing 113001, P. R. China; Information Center, Fushun Branch Company of PetroChina , Fushun Liaoing 113006, P. R. China; Liaohe Oil field Branch Company of PetroChina , Panjin Liaoning 124010, P. R. China);Research and Application of Spatial Data Mining and GIS Integration[J];;2005-04
7 ZHANG Hui-zhi~1, PENG Ru-yan~2, HUANG Qing~1, LI Jin~1, LIN Yi~1, XUE Ying~1, XU Xiao-fang~1(1 Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, Xinjiang, China; 2 Land Administration Centre, Natural Land Resource Ministry of China, Beijing 100035, China);Problems in Ecological Landscape Mapping for the Arid Areas in west China[J];Arid Land Geography;2005-05
8 XU Li-qiang,TONG Yang-bin,LOU Zhang-hua,CAO Fei-feng,XU Yue-ping(Institute of Hydrology and Water Resources,Zhejiang University,Hangzhou 310028,China);Water Environmental Simulation of Main Contaminations in the Qiantang River at Low Water Period[J];Environmental Science;2007-12
9 WANG Zhan-gang1,2,ZHUANG Da-fang1,QIU Dong-sheng1 (1.Data Center for Resources and Environment Sciences,Institute of Geographic Sciences and Natural Resources Research,Chinese Academy of Sciences,Beijing 100101;2.Graduate School,Chinese Academy of Sciences,Beijing 100039);Application of Visualization Technology in Spatial Data Mining[J];Computer Engineering;2007-18
10 LIANG Jie,LIU Han-yu;System Design on Discrimination of Fraud Based on Genetic BPN[J];Business Economy;2009-16
China Proceedings of conference Full-text Database 1 Hits
1 Jie Liang1, Hanyu Liu1 1Department of Management, Shenyang University of Technology, Shenyang 110178,P.R.China;Design for Detection System of Accounting Fraud Based on Genetic Algorithm and BP Neural Network[A];[C];2009
Chinese Journal Full-text Database 10 Hits
1 ZHANG Jing(Students' Affairs Department,Baoding University,Baoding 071000,China);The Problems and Suggestions for Research of Appraisal of Potential to the Urban Land Intensive Utilization[J];Journal of Baoding Teachers College;2007-02
2 WANG Bo ZHENG Jia-xiang(School of Management Tianjin University,Tianjin 300072,China);Research on the Evaluation of Land Intensive Utilization in Megalopolis of China[J];Journal of University of Science and Technology Beijing(Social Sciences Edition);2006-01
3 ZHANG Xin\|yu, CHEN Dian\|you, YANG Tian\|xing (College of Mathernatics, Jilin University, Changchun 130026,China);Analysis on data structure and its form transformation of Shapefile in ARC/VIEW[J];Journal of Changchun Post and Telecommunication Institute;2003-04
4 SHAO Yong-she, LI Jing ( Tongji University, Shanghai,200092, China; Xi'an Research Institute of Survey and Mapping, Xi'an,710054,China);The Topology Analysis Application of the Data Model of Geodatabase and the Geometric Network[J];Engineering of Surveying and Mapping;2005-01
5 LBei yue,WU Jiang (Shenzhen urban transportation planning center Shenzhen 518031,China);Study on GIS for transportation-planning in China[J];Science of Surveying and Mapping;2003-02
6 ZHANG Zhi-ping~~①,YANG Jian-guo~~②(①Beijing PKU China Front High Technology Co.,Ltd.,Beijing 100086,China;②Transport Planning Research Institute,Beijing 100029,China);Transport planning information system based on Arc GIS[J];Science of Surveying and Mapping;2005-01
7 WEN Xue-dong~(①),ZHONG Wen-jun~(①),ZHU Fang-xiong~(①),LU Xiu-shan~(②)(①Ningbo Planning and Geography Information Center,Ningbo 315041,China;②Shandong University of Science and Technology,Qingdao 266510,China);Study on the transition from CAD to ARCGIS Database based on Geodatabase[J];Science of Surveying and Mapping;2006-06
8 ZHANG Yang(Beijing GEOWAY Information Technology Inc.Beijing 100043,China);Multi-Source Spatial Data Processing Technology and Software Systems[J];Geomatics World;2004-02
9 WANG Xiao feng,WANG Mei hua,SHAN Hai hui;Beijing T-GIS:Establishment and Application[J];Bulletin of Surveying and Mapping;2003-11
10 HAN Yong,CHEN Ge,GAN Yu-liang,LIU Xiang-ming;On the Establishment of GIS File Database Using CAD Data[J];Bulletin of Surveying and Mapping;2004-05
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1  Wu Xincai(Faculty of Information Engineering, China University of Geosciences, Wuhan430074);BASIC TECHNOLOGY AND DEVELOPMENT OF GEOGRAPHIC INFORMATION SYSTEM[J];;1998-04
2 Du Mingyi Ji Shousong Guo Dazhi (China University of Mining & Technology,Beijing 100083);Spatial Data Warehouse and Data Mining[J];COMPUTER ENGINEERING AND APPLICATIONS;2000-11
3 Zhang Ruiju Tao Huaxue (Shandong University of Science and Technology);The Study on Integration Between GIS and Spatial Data Mining[J];Site Investigation Science and Technology;2003-02
4 Li Yunzhi\ Qin Daguo Institute of Command and Technology,Beijing 101416;The Developing Tendency of GIS[J];Systems Engineering and Electronics;1999-12
5 YUAN Hong chun 1\ XIONG Fan lun 2\ HUAI Xiao yong 3 (1. Dept. of Automation, University of Science and Technology of China, Hefei\ 230026; 2. Institute of Intelligent Machines,Chinese Academy of Sciences, Hefei\ 230031; 3. Institute of Software,;SPATIAL DATA MINING AND ITS INTEGRATION FRAMEWORK WITH INTELLIGENT SYSTEM[J];Information and Control;2002-04
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