• DocumentCode
    2758910
  • Title

    A bounding technique for speeding up SDTW

  • Author

    Park, Young-Jae ; Kim, Gye-Young ; Lee, Soo-Won ; Choi, Hyung-Il

  • Author_Institution
    Sch. of Comput. Sci. & Eng., Soongsil Univ., Seoul, South Korea
  • fYear
    2011
  • fDate
    24-26 Oct. 2011
  • Firstpage
    140
  • Lastpage
    143
  • Abstract
    This paper proposes A bounding technique for speeding up the statistical dynamic time warping(SDTW. In searching for the optimal warping path, the proposed technique adaptively controls its search area by reflecting the contents of input patterns. Experimental results show that it is optimal and more efficient than conventional SDTW.
  • Keywords
    adaptive control; dynamic programming; statistical analysis; time series; adaptive control; bounding technique; optimal warping path; statistical dynamic time warping; Educational institutions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nano, Information Technology and Reliability (NASNIT), 2011 15th North-East Asia Symposium on
  • Conference_Location
    Macao
  • Print_ISBN
    978-1-4577-0793-3
  • Type

    conf

  • DOI
    10.1109/NASNIT.2011.6111136
  • Filename
    6111136
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2758910