DocumentCode
2431216
Title
Spatial cluster based on map algebra
Author
Zhang, Jianbo ; Liu, Jiping ; Wang, Bei
Author_Institution
Res. Center of Gov. Geographic Inf. Syst., Chinese Acad. of Surveying & Mapping, Beijing, China
fYear
2010
fDate
7-9 May 2010
Firstpage
2335
Lastpage
2338
Abstract
The analysis of spatial cluster is an important issue in the field of spatial data mining. After investigating the general approaches of spatial cluster, based on the distance transformation of map algebra, a clustering model is designed, and an approach of spatial cluster Based on Map algebra is proposed. Finally, the experiments has been executed with the geo-spatial statistical data about the Entertainment of Wuhan residents, the result represents reasonable Leisure Activities cluster for urban residential areas.
Keywords
algebra; computational geometry; data mining; geographic information systems; pattern clustering; statistical analysis; visual databases; Wuhan resident entertainment; data mining; distance transformation; geospatial statistical data; leisure activity; map algebra; spatial cluster analysis; urban residential area; Algebra; Clustering algorithms; Data mining; Data models; Partitioning algorithms; Spatial databases; Transforms; distance transformation; map algebra; spatial cluster;
fLanguage
English
Publisher
ieee
Conference_Titel
E-Business and E-Government (ICEE), 2010 International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-0-7695-3997-3
Type
conf
DOI
10.1109/ICEE.2010.590
Filename
5592402
Link To Document