DocumentCode
1732477
Title
Research on stream data clustering based on swarm intelligence
Author
Yingmei, Li ; Weining, Xia ; Yuyan, Huang ; Jingbo, Shao ; Jinfeng, Ding
Author_Institution
Coll. of Comput. Sci. & Inf. Eng., Harbin Normal Univ., Harbin, China
Volume
1
fYear
2011
Firstpage
573
Lastpage
576
Abstract
This paper obtains the research and analysis on clustering algorithms for stream data mining. And swarm intelligence optimization algorithm is applied to stream data clustering analysis. Algorithms for the representative are particle swarm optimization and ant colony optimization has been studied. The generation of the algorithm to achieve and in the application of cluster analysis in a comparative analysis, and proposed the next step of a cluster analysis based on swarm intelligence in research work.
Keywords
ant colony optimisation; data mining; particle swarm optimisation; pattern clustering; ant colony optimization; cluster analysis; particle swarm optimization; stream data clustering; stream data mining; swarm intelligence optimization algorithm; Classification algorithms; Clustering algorithms; Immune system; Clustering Algorithm; stream data; stream data mining;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Network Technology (ICCSNT), 2011 International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4577-1586-0
Type
conf
DOI
10.1109/ICCSNT.2011.6182024
Filename
6182024
Link To Document