• DocumentCode
    226763
  • Title

    Time series grouping on the basis of F1-transform

  • Author

    Romanov, Anton ; Perfilieva, Irina ; Yarushkina, Nadezhda

  • Author_Institution
    Dept. of Inf. Syst., Ulyanovsk State Tech. Univ., Ulyanovsk, Russia
  • fYear
    2014
  • fDate
    6-11 July 2014
  • Firstpage
    517
  • Lastpage
    521
  • Abstract
    The contribution is focused on a new method of grouping time series according to their local tendency indicator that is expressed by a linear coefficient of the F1-transform. The useful consequence of grouping is an effective procedure of forecasting such that only one time series from a group is forecasted.
  • Keywords
    time series; transforms; F1-transform; linear coefficient; local tendency indicator; time series grouping; Correlation; Forecasting; Fuzzy sets; Market research; Radio frequency; Time series analysis; Transforms; F-transform; express analysis; fuzzy tendency; fuzzy time series; time series trend;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4799-2073-0
  • Type

    conf

  • DOI
    10.1109/FUZZ-IEEE.2014.6891701
  • Filename
    6891701
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=226763