DocumentCode
3041637
Title
A Density-based Path Clustering Algorithm
Author
Fan, Yang ; Yutai, Rao
Author_Institution
Dept. of Electron. & Inf. Eng., Hubei Radio & TV Univ., Wuhan, China
fYear
2011
fDate
14-17 Dec. 2011
Firstpage
224
Lastpage
227
Abstract
This article discusses the application of cluster analysis of the path data, the improved algorithm OPTPC is proposed based on the density-based clustering algorithm OPTICS. OPTPC algorithm proposes a different clustering way, more in line with the characteristics of the path data, with a better clustering result.
Keywords
data analysis; pattern clustering; OPTICS; OPTPC; cluster analysis; data analysis; density based path clustering; Algorithm design and analysis; Clustering algorithms; Data mining; Data models; Error analysis; Optics; Spatial databases; OPTPC algorithm; density-based clustering; optimization method;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computation and Bio-Medical Instrumentation (ICBMI), 2011 International Conference on
Conference_Location
Wuhan, Hubei
Print_ISBN
978-1-4577-1152-7
Type
conf
DOI
10.1109/ICBMI.2011.25
Filename
6131752
Link To Document