DocumentCode
3756227
Title
A Review of Uncertain Data Stream Clustering Algorithms
Author
Yue Yang;Zhuo Liu;Zhidan Xing
Author_Institution
Coll. of Autom., Harbin Eng. Univ., Harbin, China
fYear
2015
Firstpage
111
Lastpage
116
Abstract
Because of data uncertainty and time and space limitations in clustering process, clustering uncertain data stream becomes a very challenging task. A lot of processing algorithms has been proposed continuously. This paper reviews clustering algorithms of uncertain data stream and dissects the advantages and disadvantages of these algorithms for future development.
Keywords
"Clustering algorithms","Uncertainty","Algorithm design and analysis","Data models","Data structures","Heuristic algorithms","Classification algorithms"
Publisher
ieee
Conference_Titel
Internet Computing for Science and Engineering (ICICSE), 2015 Eighth International Conference on
Type
conf
DOI
10.1109/ICICSE.2015.30
Filename
7422466
Link To Document