Fuzzy spatial data mining

被引：2
|
作者：
Smith, GB [1 ]
Bridges, SM [1 ]
机构：
[1] Mississippi State Univ, Dept Comp Sci, Mississippi State, MS 39762 USA
来源：
2002 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY PROCEEDINGS | 2002年
关键词：
data mining; spatial relations; fuzzy data mining; association rules; spatial data mining;
D O I：
10.1109/NAFIPS.2002.1018052
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A fuzzy spatial data mining technique has been developed to extract relationships describing relative position of classes of objects from raster images. Several different rule forms are described which represent different types of directional relationships between classes of objects. The method has been tested with hand-generated, synthetic, and sonar imagery.
引用
收藏
页码：184 / 189
页数：6
相关论文
共 50 条
  • [1] Spatial data mining with fuzzy decision trees
    Marsala, C
    Bigolin, NM
    DATA MINING, 1998, : 235 - 248
  • [2] Association rule mining using fuzzy spatial data cubes
    Isik, Narin
    Yazici, Adnan
    GEOGRAPHIC UNCERTAINTY IN ENVIRONMENTAL SECURITY, 2007, : 201 - +
  • [3] Fuzzy set approaches to spatial data mining of association rules
    Ladner, Roy
    Cobb, Maria A.
    Petry, Frederick E.
    Transactions in GIS, 2003, 7 (01) : 123 - 138
  • [4] The fuzzy system technology in geo-spatial data mining
    Wang, Xianhua
    Miao, Zuohu
    Liao, Bin
    PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 483 - 487
  • [5] Spatial data processing and spatial data mining
    Research Center for Hazard Monitoring and Prevention, Wuhan University, 129 Luoyu Road, Wuhan 430079, China
    不详
    Wuhan Daxue Xuebao (Xinxi Kexue Ban), 2006, 1 (1-4+8):
  • [6] Fuzzy signatures in data mining
    Vámos, T
    Kóczy, LT
    Biró, G
    JOINT 9TH IFSA WORLD CONGRESS AND 20TH NAFIPS INTERNATIONAL CONFERENCE, PROCEEDINGS, VOLS. 1-5, 2001, : 2842 - 2846
  • [7] Fuzzy computing for data mining
    Hirota, K
    Pedrycz, W
    PROCEEDINGS OF THE IEEE, 1999, 87 (09) : 1575 - 1600
  • [8] Data mining and fuzzy modeling
    Pedrycz, W
    1996 BIENNIAL CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS, 1996, : 263 - 267
  • [9] Fuzzy logic and data mining
    Nakajima, H
    SOFT COMPUTING IN INTELLIGENT SYSTEMS AND INFORMATION PROCESSING, 1996, : 133 - 138
  • [10] Fuzzy Discretization for Data Mining
    Berka, Petr
    MATHEMATICAL METHODS IN ECONOMICS (MME 2017), 2017, : 54 - 59
12345