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
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;
Conference_Titel :
Knowledge Discovery and Data Mining, 2009. WKDD 2009. Second International Workshop on
Conference_Location :
Moscow
Print_ISBN :
978-0-7695-3543-2
DOI :
10.1109/WKDD.2009.12
