DocumentCode
2580766
Title
Visualizing the Result of Fuzzy Clustering Using GIS
Author
Tan, JingDong ; Wang, Rujing ; Sun, Bingyu
Author_Institution
Dept. of Autom., Univ. of Sci. & Technol. of China, Hefei
fYear
2009
fDate
23-25 Jan. 2009
Firstpage
267
Lastpage
271
Abstract
Visualizing the result of clustering is an important part of pattern recognition research. A novel method of visualizing the result of fuzzy clustering base on GIS is proposed, which doesnpsilat involve dimensionality reduction so that the key features are not missed. The experiment on real dataset shows its effectiveness.
Keywords
data mining; geographic information systems; pattern recognition; visual databases; dimensionality reduction; fuzzy clustering; geographic information system; pattern recognition; spatial data; visualizing; Automation; Clustering algorithms; Data analysis; Data mining; Data visualization; Geographic Information Systems; Geometry; Machine intelligence; Pattern recognition; Sun; GIS; dimensionality reduction; fuzzy clustering; spatial data; visualizing;
fLanguage
English
Publisher
ieee
Conference_Titel
Knowledge Discovery and Data Mining, 2009. WKDD 2009. Second International Workshop on
Conference_Location
Moscow
Print_ISBN
978-0-7695-3543-2
Type
conf
DOI
10.1109/WKDD.2009.12
Filename
4771928
Link To Document