• DocumentCode
    736717
  • Title

    Data mining and event playback on networked information simulation system

  • Author

    Xiaotian, Zhang ; Chen, Chen

  • Author_Institution
    School of Automation, Beijing Institute of Technology, Beijing 100081
  • fYear
    2015
  • fDate
    28-30 July 2015
  • Firstpage
    8855
  • Lastpage
    8859
  • Abstract
    Jumbled stored data and long playback time have been plagued networked information simulation system. A model that adopts data mining technique to match key data for event playback was proposed to solve these problems. Based on data mining methods, outliers were detected and high-dimensional data cube was integrated. Combined with the algorithm of BP neural network and the technology of N-elements parallel data acquisition, program for event playback has been constructed. By using the model for particular examples, the data storage and playback time of networked information simulation system were proved to be optimized.
  • Keywords
    Analytical models; Computational modeling; Data acquisition; Data collection; Data mining; Data models; Databases; BP Neural Network; Data Cube; Event Playback; High Level Architecture;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2015 34th Chinese
  • Conference_Location
    Hangzhou, China
  • Type

    conf

  • DOI
    10.1109/ChiCC.2015.7261038
  • Filename
    7261038