• DocumentCode
    2165794
  • Title

    The design and implement of a freeway network tolling system on data stream mining and management

  • Author

    Zhong, Zufeng ; Ye, Caihong

  • Author_Institution
    School of Business, ZhanJiang Normal University, 524048, China
  • fYear
    2010
  • fDate
    4-6 Dec. 2010
  • Firstpage
    1593
  • Lastpage
    1595
  • Abstract
    On the basis of analyzing characters of freeway network tolling data stream and SPEED algorithm, this paper proposes a data stream mining system using SPEED algorithm, and presents detailed design and implementation. The data stream mining system that presented in this paper includes three parts: data preparation, data stream mining and data Discard. The primary goal of our work is to establish a data stream mining system model designed for freeway network tolling at freeway´s company. However this structure can be easily expanded to other areas of data stream mining.
  • Keywords
    Algorithm design and analysis; Data mining; Data preprocessing; Databases; Forecasting; Real time systems; Traffic control; SPEED algorithm; data stream mining; intelligent trans portation system; traffic flow forecastion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Engineering (ICISE), 2010 2nd International Conference on
  • Conference_Location
    Hangzhou, China
  • Print_ISBN
    978-1-4244-7616-9
  • Type

    conf

  • DOI
    10.1109/ICISE.2010.5691933
  • Filename
    5691933