Spatial clustering method based on cloud model

被引:18
|
作者
Wang, Haijun [1 ]
Deng, Yu [1 ,2 ]
机构
[1] Wuhan Univ, Sch Resources & Environm Sci, 129 Luoyu Rd, Wuhan 430079, Peoples R China
[2] Chinese Acad Sci, Inst Geograph Sci & Nat Resources Res, Beijing 100101, Peoples R China
关键词
spatial clustering; cloud model; spatial data mining; knowledge discovery;
D O I
10.1109/FSKD.2007.526
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Spatial clustering is one of those major methods applying to spatial data mining and knowledge discovery. The purpose of this paper is to set forth a spatial clustering method based on cloud model, which can be widely applied to the research on classification and hierarchy in realm of spatial data mining and knowledge discovery. The implementation procedure of this method is advanced, and the feasibility of this method is proven through experiments effectively.
引用
收藏
页码:272 / +
页数:2
相关论文
共 50 条
  • [1] Spatial clustering method based on cloud model and data field
    Wang, Haijun
    Deng, Yu
    [J]. ADVANCES IN COMPUTATION AND INTELLIGENCE, PROCEEDINGS, 2007, 4683 : 420 - +
  • [2] A Spatial Clustering Filtering Method for Airborne LiDAR Point Cloud Based on Dual Distance
    Xu, Y.
    Yue, D-J.
    [J]. LASERS IN ENGINEERING, 2016, 34 (1-3) : 167 - 181
  • [3] Drought grade assessment method based on grey cloud incidence clustering model
    Luo, Dang
    Hu, Yan
    Sun, Decai
    [J]. GREY SYSTEMS-THEORY AND APPLICATION, 2022, 12 (01) : 1 - 24
  • [4] An Datastream Clustering Algorithms Based on Cloud Model
    Li, Sa
    [J]. INTERNATIONAL CONFERENCE ON ENGINEERING AND BUSINESS MANAGEMENT (EBM2011), VOLS 1-6, 2011, : 2651 - 2654
  • [5] A method based on cloud model and FCM clustering for risky large group decision making
    Tian, Yu
    Guo, Zixue
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 43 (03) : 2647 - 2665
  • [6] Cloud-Cluster: An uncertainty clustering algorithm based on cloud model
    Liu, Yue
    Liu, Zitu
    Li, Shuang
    Guo, Yike
    Liu, Qun
    Wang, Guoyin
    [J]. KNOWLEDGE-BASED SYSTEMS, 2023, 263
  • [7] Point cloud clustering compression algorithm for spatial statistical data based on cloud computing
    Pan, Shaoming
    Li, Hong
    Tang, Ge
    [J]. Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2014, 42 (04): : 64 - 67
  • [8] Distributed Clustering Method Based on Spatial Information
    Dong, Xin
    Liang, Yan
    Wang, Jie
    [J]. IEEE ACCESS, 2022, 10 : 53143 - 53152
  • [9] Novel clustering method based on spatial operations
    Wang, Hui
    [J]. FLEXIBLE AND EFFICIENT INFORMATION HANDLING, 2006, 4042 : 140 - 151
  • [10] A dual distance based spatial clustering method
    Li, Guang-Qiang
    Deng, Min
    Cheng, Tao
    Zhu, Jian-Jun
    [J]. Cehui Xuebao/Acta Geodaetica et Cartographica Sinica, 2008, 37 (04): : 482 - 488