Title :
ScaEcn: A Spectral Clustering Algorithm for Automatically Estimating the Clustering Number
Author :
Sun, Hao ; Zou, Yong-gui ; Wang, Ning ; Lv, Gang
Author_Institution :
College of Mobile telecommunication, ChongQing University of Post and Telecommunications, China
Abstract :
This paper proposes an Algorithm for Automatically Estimating the Clustering Number based on Spectral Clustering Algorithm—ScaEcn, which estimates the clustering number via computing the amount of eigenvalue equals to 1 in Laplace matrix. The fabricating data-set and UCI data-set have been used in the experiment; the result indicates that the ScaEcn has satisfactory effect in both fabricating data set and UCI data set.
Keywords :
Algorithm design and analysis; Clustering algorithms; Electronic mail; Silicon; Software algorithms; Sun; Clustering number; Spectral Clustering;
Conference_Titel :
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location :
Hangzhou, China
Print_ISBN :
978-1-4244-7616-9
DOI :
10.1109/ICISE.2010.5691556
