• 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