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《Journal of Tsinghua University(Science and Technology)》 2006-S1
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View-angles of spatial data mining

WANG Shuliang~(1,2)(1.International School of Software,Wuhan University,Wuhan 430079,China;2.School of Economics and Management,Tsinghua University,Beijing 100084,China)  
This paper proposes a view-angle of spatial data mining to match the various demands on spatial data mining.Describing the various demands from different users under different spatial conditions,the view-angles of spatial data mining is to discover the knowledge with various granularities from amounts of spatial data by using a certain mining algorithms.First,the view-angle of spatial data mining is defined within its intension and extension.Second,the view-angle based algorithms are presented.Finally,as a case study, the techniques are applied to mine Baota landslide-monitoring database.The results are satisfactory.
【Fund】: 国家“九七三”基础研究基金项目(2006CB701305);; 中国博士后基金资助项目(2004035360);; 国家自然科学基金资助项目(70231010);; 软件工程国家重点实验室开放基金资助项目
【CateGory Index】: TP311.13
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【References】
Chinese Journal Full-text Database 3 Hits
1 ZHANG Yan-li(Geography & environment science college,Northwest Normal University, Lanzhou 730070, China);A spatial association rules mining application in the second chinese agriculture general investigation[J];Science of Surveying and Mapping;2009-02
2 Man WANG1,2,Linfu XUE1,2 and Yingwei WANG1,21.College of Earth Sciences,Jilin University,Changchun 130061,China2.Digital Geology Lab,Jilin University,Changchun 130061,China;Spatial data mining system for ore-forming prediction[J];世界地质(英文版);2007-01
3 LU Zhi-gang1,2,LI Jie-ping3(1.School of Geosciences and Info-Physics,Central University,Changsha 410006,China;2.Faculty of Applied Science,Jiangxi University of Science and Technology Ganzhou,341000,China;3.Zhejiang Province Suichang Gold Mine Co.Ltd,Suichang,323304,China);Spatial and Temporal Analysis of Urban Land Price Based on Spatial Data Mining[J];Journal of Jiangxi University of Science and Technology;2011-05
【Citations】
Chinese Journal Full-text Database 1 Hits
1 WANG Shuliang 1, 2 WANG Xinzhou 3 ZENG Xuping 3 SHI Wenzhong 2 (1 International School of Software, Wuhan University, Luojia Hill, Wuhan 430072, China) (2 Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong) (3 Research Center of GPS, Wuhan University, 129 Luoyu Road, Wuhan 430079, China);View Angle of Landslide-Monitoring Data Mining[J];Editorial Board of Geomatics and Information Science of Wuhan University;2004-07
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 FEI Long et al (College of Urban and Environmental Science,Changchun Normal University,Changchun,Jilin 130032);The Fitness Analysis of the Maize Cultivation Based on RS and GIS[J];Journal of Anhui Agricultural Sciences;2010-32
2 WANG Guo-wei et al(College of Information and Technology Science,Jilin Agricultural University,Changchun,Jilin 130118);Research and Application of Maize Precision Intelligence Spatial Decision Support System[J];Journal of Anhui Agricultural Sciences;2010-32
3 WANG Wei1,2,TIAN Jie2,MA Dong-hui1,SU Jing-yu1,HAN Yang3(1.Institute of Earthquake Resistance and Disaster Reduction,Beijing University of Technology,Beijing 100124,China;2.College of Architecture and Civil Engineering,Beijing University of Technology,Beijing 100124,China;3.College of Civil Engineering,Henan University of Technology,Zhengzhou 450052,China);Comprehensive Evaluation for Cities' Ability of Reducing Earthquake Disasters Based on Cloud Model[J];Journal of Beijing University of Technology;2010-06
4 WEI Long LIU Lei;On the Mining Algorithm for Similarity Measures of GML Space-temporal Sequential Pattern[J];Standardization of Surveying and Mapping;2011-02
5 FENG Yang-min,ZHANG Ju-qing(School of Geology Engineering and Geomatics,Chang'an University,Xi'an 710054,China);Multi-Quadric function based on the K-means clustering algorithm and its application in DEM spatial data interpolation[J];Engineering of Surveying and Mapping;2009-02
6 XU Yang①②,FENG Ke-zhong②,MA Ya-ming①③①Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China;②The Center of Surveying and Mapping,Beijing 100088,China;③63870 Troops,Huayin 714200,China);A cleaning method studying on duplicate records of spatial data[J];Science of Surveying and Mapping;2008-06
7 CHEN Ke~①ZHANG Bao-ming~①WANG Yu-ling~②XIE Ming-xia~(①③)①Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China;②Surveying and Mapping School of Zhengzhou,Zhengzhou 450015,China;③75719Troup,Wuhan 430074,China;A survey of data processing in data mining based on statistical analysis[J];Science of Surveying and Mapping;2008-S1
8 JIANG Peng-yuan~①ZHAO Fu-lai~①WANG Li~②LI Da-wei~①(①Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China;②School of Resource and Safety Engineering,China University of Mining and Technology,Beijing 100083,China);About our country's informationization of surveying and mapping[J];Science of Surveying and Mapping;2008-S1
9 CHEN Ke①,ZHANG Bao-ming①,WANG Yu-ling②,XIE Ming-xia ①③ (①Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China; ②Surveying and Mapping School of Zhengzhou,Zhengzhou 450015,China; ③75719Troup, Wuhan 430074,China );A survey of data processing in data mining based on statistical analysis[J];Science of Surveying and Mapping;2008-S3
10 JIANG Peng-yuan①,ZHAO Fu-lai①,WANG Li②,LI Da-wei①(① Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China;② School of Resource and Safety Engineering,China University of Mining and Technology,Beijing 100083,China);About our country's informationization of surveying and mapping[J];Science of Surveying and Mapping;2008-S3
China Proceedings of conference Full-text Database 3 Hits
1 ;基于网格的空间数据挖掘研究[A];[C];2007
2 XIAO Jian SHEN Cai-Xia;Discusses the technical aspect of data mining[A];[C];2008
3 Wang Li-qi Du Mao (Institute Of Integrated Automation,Xi'an Jiaotong University,Xi'an,710049);Obstacle Detection for Intelligent Vehicle Based on Laser Radar[A];[C];2010
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LAN XiaoJi ①②,LU GuoNian ②,LIU DeEr ①,ZHANG ShuLiang ②(①Jiangxi University of Science and Technology, Ganzhou 341000;②Jiangsu Provincial Key Lab of GIS Science, Nanjing Normal University, Nanjing 210097);XQuery based GML query language[J];Science of Surveying and Mapping;2005-06
2 MA Zhi-yong~(①②),ZHANG Jun-hai~(①)(①Hebei normal university School of resources and environment science,Shijiazhuang 050016,China;②Handan College,Handan 056005,China);A discussion of data mining and Geo-data analysis unity[J];Science of Surveying and Mapping;2006-06
3 LIAO An-ping, WU Hao, PENG Shu( National Geomatics Center of China,Beijing 100044);Research on construction of the freamwork for digital city[J];Science of Surveying and Mapping;2008-S2
4 YANG Li-na①②,PENG Ling①④,CHI Tian-he①④,SUN Xu②③(①Institute of Remote Sensing Applications,CAS,Beijing 100101,China;②Graduate University of Chinese Academy of Sciences,Beijing 100049,China;③Center for Earth Observation and Digital Earth,CAS,Beijing 100012,China;④ChinaRS Geoinformatics Co.,Ltd.,Tianjin 300384,China);Design and implementation of digital city share-and-exchange platform based on SOA[J];Science of Surveying and Mapping;2011-06
5 CHEN Jun1,JIANG Jie1,ZHOU Xu1,ZHAI Yong1,ZHU Wu1,DING Ming-zhu2(1.National Geomatics Center of China,Beijing 100048,China;2.State Bureau of Surveying and Mapping,Beijing 100830,China);Design of National Geo-spatial Information Service Platform:Overall Structure and Key Components[J];Geomatics World;2009-03
6 Jin Jing(Ezhou Geomatical Engineering and Survey Institute,Ezhou 436000,China);Study on Some Problems about Building of Digital City Geospatial Framework[J];Urban Geotechnical Investigation & Surveying;2012-01
7 Huang Changsheng1,Jiang Yuanying2(1.Jiamusi Institute of Surveying and Mapping,Jiamusi 154004,China;2.Jiamusi Education Academe,Jiamusi 154002,China);The Constructing of Fundamental Geographic Information Shared Services Based on ArcGIS[J];Urban Geotechnical Investigation & Surveying;2012-02
8 GU Chaolin & Li Manchun;Discussion on Research "Digital City[J];URBAN PLANNING REVIEW;1999-05
9 GUO Rong-huan,MAO Wei-qing(Shanghai Municipal Institute of Surveying and Mapping,Shanghai 200063,China);The Application and Management of Fundamental Geographic Information Metadata[J];Geomatics & Spatial Information Technology;2007-03
10 LI Zong-hua,PENG Ming-jun(Wuhan Urban Planning Information Center,Wuhan 430014,China);The Construction and Application of Wuhan Geospatial Information Sharing Platform[J];Geomatics & Spatial Information Technology;2009-03
China Proceedings of conference Full-text Database 1 Hits
1 ;面向电子政务的空间信息资源共享平台的设计与实现[A];[C];2005
【Secondary References】
Chinese Journal Full-text Database 2 Hits
1 YAN Jining,ZHOU Kefa,WANG Jinlin,et al.1.Xinjiang Research Center for Mineral Resources,Xinjiang Institute of Ecology and Geography,Chinese Academy of Scienc- es,Urumqi 830011,China 2.Graduate University,Chinese Academy of Sciences,Beijing 100049,China;Application of artificial neural network to ore-forming prediction[J];Computer Engineering and Applications;2011-36
2 ZHANG You-feng1,ZHANG Yao-ping1,WANG Lin2(1.School of Applied Science,Jiangxi University of Science and Technology,Ganzhou 341000,China;2.Anqing Copper Mine,Anqing 246131,China);Stability analysis of-400 m level insulating pillar of deep excavation in Anqing copper mine[J];Nonferrous Metals Science and Engineering;2011-06
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 JIANG Zheng 1 ZHANG Zhenglu 1 (1 School of Geodesy and Geomatics,Wuhan University,129 Luoyu Road,Wuhan,China,430079);Model Recognition of Landslide Deformation[J];Editoral Board of Geomatics and Information Science of Wuhan University;2002-02
2 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;Theories and Technologies of Spatial Data Mining and Knowledge Discovery[J];Editoral Board of Geomatics and Information Science of Wuhan University;2002-03
3 Li Deyi (The Beijing Computing Institute,No. 6 Wan Shou Rd. 100036);THE DISCOVERY STATE SPACE THEORY[J];MINI-MICRO SYSTEMS;1994-11
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