• DocumentCode
    3278849
  • Title

    Application of data stream technique in simulation system

  • Author

    Fujiang Ao ; Jie Meng ; Jing Du ; Futong Qin ; Jingyi Yu

  • Author_Institution
    State Key Lab. of Complex Electromagn. Environ. Effects on Electron. & Inf. Syst., Luoyang, China
  • fYear
    2013
  • fDate
    23-25 May 2013
  • Firstpage
    1059
  • Lastpage
    1062
  • Abstract
    Data stream technique mainly includes data stream management technique and data stream mining technique. Both can be applied to simulation system. In this paper, we proposed an on-line evaluation framework for simulation system based on data stream management technique and a simulation application framework based on data stream mining, and design general data-streams-mining federate to make it easy to integrate the various data streams mining algorithms in HLA-architecture-based simulation system quickly, and introduce our general federate for mining association rule in data streams with a simulation system for missile penetration.
  • Keywords
    data handling; data mining; generalisation (artificial intelligence); HLA-architecture-based simulation; association rule mining; data stream management technique; data stream mining technique; data stream technique; general federate; high level architecture; missile penetration; online evaluation framework; simulation application framework; simulation system; Abstracts; Clouds; Data mining; Data models; Information systems; Meteorology; HLA; association rule; data stream; simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering and Service Science (ICSESS), 2013 4th IEEE International Conference on
  • Conference_Location
    Beijing
  • ISSN
    2327-0586
  • Print_ISBN
    978-1-4673-4997-0
  • Type

    conf

  • DOI
    10.1109/ICSESS.2013.6615489
  • Filename
    6615489