DocumentCode
3147589
Title
Topological Cluster: A Generalized View for Density-based Spatial Clustering
Author
Liu, Xiyu ; Liu, Hong
Author_Institution
Shandong Normal Univ., Jinan
fYear
2007
fDate
26-28 April 2007
Firstpage
7
Lastpage
12
Abstract
The purpose of this paper is to give a topological view to the spatial clustering focusing on density based clustering with its variations. We propose the definition of cluster topology; define clusters as various kinds of topological connected sets. More in this paper, the topological cluster forming algorithms are presented. Then we reform some typical algorithms with the new topological view. Examples are given to show the theories.
Keywords
data mining; groupware; pattern clustering; visual databases; CSCW; data mining; density-based spatial database clustering; topological cluster forming algorithm; Clustering algorithms; Collaborative work; Conference management; Data mining; Database systems; Image databases; Partitioning algorithms; Relational databases; Spatial databases; Topology; CSCW; Spatial clustering; algorithms; connected sets; density based clustering; topology;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Supported Cooperative Work in Design, 2007. CSCWD 2007. 11th International Conference on
Conference_Location
Melbourne, Vic.
Print_ISBN
1-4244-0963-2
Electronic_ISBN
1-4244-0963-2
Type
conf
DOI
10.1109/CSCWD.2007.4281401
Filename
4281401
Link To Document