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
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;
Conference_Titel :
Intelligent Computation and Bio-Medical Instrumentation (ICBMI), 2011 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-1-4577-1152-7
DOI :
10.1109/ICBMI.2011.25
