• DocumentCode
    229458
  • Title

    Cluster space of time series: generalized characteristics and symbolic dynamics

  • Author

    Ulyanov, Mikhail Vasilyevich

  • Author_Institution
    Bauman Moscow State Tech. Univ., Moscow, Russia
  • fYear
    2014
  • fDate
    June 30 2014-July 4 2014
  • Firstpage
    193
  • Lastpage
    194
  • Abstract
    In the article, the authors propose coordinates of the clustering space for time series. The time series are obtained using the symbolic dynamics. The coordinates are the Kolmogorov complexity of time series and the measure of diversity of symbols.
  • Keywords
    computational complexity; pattern clustering; time series; Kolmogorov complexity; clustering space; symbolic dynamics; time series; Complexity theory; Coordinate measuring machines; Encoding; Entropy; Time measurement; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Technologies in Physical and Engineering Applications (ICCTPEA), 2014 International Conference on
  • Conference_Location
    St. Petersburg
  • Print_ISBN
    978-1-4799-5315-8
  • Type

    conf

  • DOI
    10.1109/ICCTPEA.2014.6893355
  • Filename
    6893355
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=229458