• DocumentCode
    2215144
  • Title

    Editing and processing complex data

  • Author

    Summa, Mireille Gettler ; Frédérick, Vautrain

  • Author_Institution
    CNRS, Univ. Paris Dauphine, Paris, France
  • Volume
    1
  • fYear
    2010
  • fDate
    20-22 Aug. 2010
  • Abstract
    We propose a new type of editor which is able to handle a function in each cell of an excel like table: we present the complex data situation which consists in multiple multidimensional time series. New algorithms working in a multidimensional space of curves (such as a set of multiple time series) or on discrete distributions, without loss of information as it is the case with more classical encoding techniques (e.g. by data aggregation: means, quintiles etc.) have been studied and have been implemented in the Delta Suite software. The simultaneous visualization, exploration and analysis of the time series on many entries are thus possible. Case studies are illustrated through the innovative platform.
  • Keywords
    data mining; data visualisation; encoding; time series; Delta Suite software; complex data; data aggregation; encoding techniques; excel like table; simultaneous visualization; time series; Complex Data Clustering; Complex Data Mining; Complex Data editor; time series;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
  • Conference_Location
    Chengdu
  • ISSN
    2154-7491
  • Print_ISBN
    978-1-4244-6539-2
  • Type

    conf

  • DOI
    10.1109/ICACTE.2010.5579001
  • Filename
    5579001