Title :
A survey on spectral clustering
Author :
Guo, Cuimei ; Zheng, Sheng ; Xie, Yaocheng ; Hao, Wei
Author_Institution :
College of Electrical Engineering and Renewable Energy, Institute of Intelligent Vision and Image Information, China Three Gorges University, Yichang, China
Abstract :
Spectral clustering is a popular technology in recent years, it needs not strong assumptions on the type of the clusters and can cluster in any shape data. This paper discusses the basic framework of spectral clustering, some typical algorithms and new developments. And its trends in future are proposed.
Keywords :
Affinity matrix; Graph partition; Spectral clustering;
Conference_Titel :
World Automation Congress (WAC), 2012
Conference_Location :
Puerto Vallarta, Mexico
Print_ISBN :
978-1-4673-4497-5
