• DocumentCode
    3730817
  • Title

    Adaptive model of data predictability in designing of information systems

  • Author

    Sergey Frenkel;Andrey Gorshenin;Victor Korolev

  • Author_Institution
    Institute of Informatics Problems, Federal Research Center ?Computer Science and Control? of the Russian Academy of Sciences
  • fYear
    2015
  • Firstpage
    206
  • Lastpage
    209
  • Abstract
    The paper describes a model for a predictability analysis of various data types, which may be used to manage different real information systems. The models are “adaptive” in a sense of an absence of the fundamental assumptions about the probability distributions of the data. We present a special software tool based on the method of moving separation of the finite probability mixtures to ascertain the possibility of forecasting for the data.
  • Keywords
    "Forecasting","Predictive models","Data models","Probability distribution","Estimation","Prediction algorithms","Adaptation models"
  • Publisher
    ieee
  • Conference_Titel
    Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2015 7th International Congress on
  • Electronic_ISBN
    2157-0221
  • Type

    conf

  • DOI
    10.1109/ICUMT.2015.7382428
  • Filename
    7382428