Title :
Spectral Clustering and its Research Progress
Author :
Chuanyi, Fu ; Jieqing, Xing ; Huandong, Chen
Author_Institution :
Dept. of Inf. Technol., Qiongtai Teachers Coll., Haikou, China
Abstract :
Spectral clustering has been applied in various science research and engineering filed. It becomes a popular tool for data analysis. With its development, spectral clustering attracts much more attention from researchers. However, there are few literatures on it. This paper gives a brief introduction about the creation, development, basic theories and representative algorithm of spectral clustering, and expects to help readers to get preliminary understanding in this field.
Keywords :
data analysis; pattern clustering; research and development; data analysis; engineering field; science research; spectral clustering; Algorithm design and analysis; Clustering algorithms; Clustering methods; Educational institutions; Heuristic algorithms; Partitioning algorithms; Presses; clustering; graph division; spectral clustering;
Conference_Titel :
Computational Intelligence and Security (CIS), 2011 Seventh International Conference on
Conference_Location :
Hainan
Print_ISBN :
978-1-4577-2008-6
DOI :
10.1109/CIS.2011.304
