DocumentCode
1573870
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
fYear
2012
Firstpage
53
Lastpage
56
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;
fLanguage
English
Publisher
ieee
Conference_Titel
World Automation Congress (WAC), 2012
Conference_Location
Puerto Vallarta, Mexico
ISSN
2154-4824
Print_ISBN
978-1-4673-4497-5
Type
conf
Filename
6321045
Link To Document