• DocumentCode
    3622504
  • Title

    Linguistic Summaries of Time Series via a Quantifier Based Aggregation Using the Sugeno Integral

  • Author

    J. Kacprzyk;A. Wilbik;S. Zadrozny

  • Author_Institution
    Polish Acad. of Sci., Warsaw
  • fYear
    2006
  • fDate
    6/28/1905 12:00:00 AM
  • Firstpage
    713
  • Lastpage
    719
  • Abstract
    Linguistic summaries as descriptions of trends in time series data are proposed. Two general types of such summaries are discussed. The point of departure are linguistic summaries of databases due to Yager. The specificity of time series summarization requires a more general approach to linguistic quantifier based aggregation. Sugeno integrals are employed to address this problem.
  • Keywords
    "Calculus","Databases","Natural languages","Stock markets","Statistical analysis","Humans","Piecewise linear techniques","Information technology"
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2006 IEEE International Conference on
  • Print_ISBN
    0-7803-9488-7
  • Type

    conf

  • DOI
    10.1109/FUZZY.2006.1681789
  • Filename
    1681789
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3622504