DocumentCode :
2841737
Title :
A Spatial Lines Clustering Algorithm Based on Adjacent Relations for GML Data
Author :
Yang, Na ; Ji, Genlin
Author_Institution :
Sch. of Comput. Sci. & Technol., Nanjing Normal Univ., Nanjing, China
fYear :
2009
fDate :
19-20 Dec. 2009
Firstpage :
1
Lastpage :
4
Abstract :
Algorithm SLCAR is proposed for spatial lines clustering based on adjacent relations for GML data. In this algorithm, the adjacent relations of spatial lines with other spatial objects are computed, then a novel similarity measurement method is defined to compute the similarity between spatial lines based on adjacent relations, finally spatial lines are clustered using algorithm ROCK. Algorithm SLCAR is implemented by VC 6.0 and some experiments are done. The experimental results show that algorithm SLCAR is effective and efficient.
Keywords :
data mining; geographic information systems; high level languages; pattern clustering; spatial data structures; GML Data; VC 6.0 implementation; algorithm ROCK; algorithm SLCAR; similarity measurement method; spatial lines adjacent relation; spatial lines clustering algorithm; spatial object; Clustering algorithms; Computer science; Data mining; Geography; Internet; Lakes; Markup languages; Rivers; Roads; Virtual colonoscopy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Engineering and Computer Science, 2009. ICIECS 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4994-1
Type :
conf
DOI :
10.1109/ICIECS.2009.5364815
Filename :
5364815
Link To Document :
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