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《Science of Surveying and Mapping》 2009-01
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Research on index technology of high dimensional spatial data

XIA Yu ①,ZHU Xin-yan②(①School of Remote Sensing and Information Engineering,Wuhan University,Wuhan 430079,China;②State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,Wuhan 430079,China)  
Nowadays the applications of spatial data similarity search are widely needed,and high dimensional spatial data index becomes a key technology of similarity search.Beginning with analyzing the distribution of high dimensional spatial data,this paper discusses high dimensional spatial data retrieval in similarity search.Based on all the research,we propose a method to classify the high dimensional spatial data index technology for similarity search,which initially makes a clear distinction of the relationship between high dimensional spatial data index and similarity search.Then high dimensional spatial data index principle and the state of its applications in similarity search are analyzed with an example of typical index structure respectively,which lays a foundation for the research on index technology in spatial data similarity search.
【Fund】: 国家973计划资助(2006CB701305)
【CateGory Index】: P208
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【Co-citations】
Chinese Journal Full-text Database 4 Hits
1 XIA Yu1,ZHU Xin-yan2,ZHOU Chun-hui2 1.School of Remote Sensing and Information Engineering,Wuhan University,Wuhan 430079,China 2.State Key Lab of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,Wuhan 430079,China;Research on feature based spatial data similarity query[J];Computer Engineering and Applications;2007-25
2 Bin Wang~1 Xiao-Chun Yang~1 Guo-Ren Wang~1 Go Yu~1 Lei Chen~2 X.Scan Wang~3 Xuc-Min Lin~4 ~1College of Information Science and Engineering,Northeastern University,Shenyang 110003,China ~2Department of Computer Science The Hong Kon9 University of Science and Technology,Hong Kon9 S.A.R.,China ~3 Department of Computer Science University of Vermont,Vermont,U.S.A.~4Department of Computer Science The University of New South Wales,Australia;Continually Answering Constraint k-NN Queries in Unstructured P2P Systems[J];计算机科学技术学报(英文版);2008-04
3 Li Jia1 Wang Cheng1 Lan Qiuping2(1 Hubei Key Laboratory of Digital Valley Science and Technology,Huazhong University of Science and Technology,Wuhan 430074,China;2 School of Resource and Environment Science,Wuhan University,Wuhan 430079,China);Remote sensing hyperspectral similarity query by using improved pyramid technique[J];Journal of Huazhong University of Science and Technology(Nature Science Edition);2009-08
4 FENG Yu-Cai JIANG Tao LI Guo-Hui ZHU Hong(College of Computer Science & Technology,Huazhong University of Science and Technology,Wuhan 430074);Underlying Techniques of Efficient Similarity Search on Time Series[J];Chinese Journal of Computers;2009-11
【Co-references】
Chinese Journal Full-text Database 7 Hits
1 QU Wenlong, ZHANG Dezheng, YANG BingruInformation Engineering School, University of Science and Technology Beijing, Beijing 100083, China;Time series similar pattern matching based on wavelet and dynamic time warping[J];Journal of University of Science and Technology Beijing;2006-04
2 JIANG Rong and LI De\|Yi (Polytechnic University, the PLA, Nanjing 210016) (Institute of Electronic System Engineering, Beijing 100036);SIMILARITY SEARCH BASED ON SHAPE REPRESENTATION IN TIME SERIES DATA SETS[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;2000-05
3 WENG Xiaoqing1,2,SHEN Junyi1(1.Institute of Computer Software,Xi’an Jiaotong University,Xi’an 710049;2.Computer Center,Hebei University of Economics and Trade,Shijiazhuang 050061);Time Series of Intervals Index Based on Clustering[J];Computer Engineering;2006-22
4 GUO Jing~1,ZHOU Dong-ru~2,GUO Wei~2,HU Zhi-yong~3(1.College of Power & Mechanical Engineering,Wuhan University, Wuhan Hubei 430072,China;2.College of Computer Science & Technology,Wuhan University,Wuhan Hubei 430072,China;3.Fiberhome Telecommunication Technologies Co.,Ltd.,Wuhan Hubei 430072,China);Research of Indexing Techniques for Spatial Databases[J];Application Research of Computers;2003-12
5 LIU Yi,BAO De-pei,YANG Ze-hong,ZHAO Yan-nan,JIA Pei-fa,WANG Jia-qin(Dept.of Computer Science & Technology,Tsinghua University,Beijing 100084,China);Research of New Similarity Measure Method on Time Series Data[J];Application Research of Computers;2007-05
6 JIA Peng-tao1,HE Hua-can1,LIU Li1,SUN Tao2(1.School of Computer Science,Northwestern Polytechnical University,Xi'an 710072,China;2.School of Architecture & Civil Engineering,Xi'an University of Science & Technology,Xi'an 710054,China);Overview of time series data mining[J];Application Research of Computers;2007-11
7 ZHOU Da-zhuo1,2,WU Xiao-li2,YAN Hong-can3(1.School of Management, Tianjin University, Tianjin 300072, China;2. Computer Center,Hebei University of Economics and Trade, Shijiazhuang Hebei 050061, China;3. College of Science, Hebei Institute of Technology, Tangshan Hebei 063009, China);An efficient similarity search for multivariate time series[J];Journal of Computer Applications;2008-10
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