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Clustering matrix sequences based on the iterative dynamic time deformation

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F18%3AA1901U0C" target="_blank" >RIV/61988987:17610/18:A1901U0C - isvavai.cz</a>

  • Result on the web

    <a href="http://www.mecs-press.org/ijisa/ijisa-v10-n7/v10n7-7.html" target="_blank" >http://www.mecs-press.org/ijisa/ijisa-v10-n7/v10n7-7.html</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.5815/ijisa.2018.07.07" target="_blank" >10.5815/ijisa.2018.07.07</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Clustering matrix sequences based on the iterative dynamic time deformation

  • Original language description

    The clustering method of video sequences based on the modified Iterative Dynamic Time Warping technique and the succeeding clustering of reduced time series driven by the matrix fuzzy clustering method of the harmonic K-means is presented. A key feature of the developed approach is its plainness of numerical realization (compared to the prototype-based method), which is extremely important for processing video sequences.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database

  • CEP classification

  • OECD FORD branch

    10102 - Applied mathematics

Result continuities

  • Project

  • Continuities

    V - Vyzkumna aktivita podporovana z jinych verejnych zdroju

Others

  • Publication year

    2018

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Name of the periodical

    International Journal of Intelligent Systems and Applications(IJISA)

  • ISSN

    2074-904X

  • e-ISSN

    2074-9058

  • Volume of the periodical

    10

  • Issue of the periodical within the volume

    7

  • Country of publishing house

    HK - HONG KONG

  • Number of pages

    8

  • Pages from-to

    66-73

  • UT code for WoS article

  • EID of the result in the Scopus database

    2-s2.0-85049386316