• DocumentCode
    2913299
  • Title

    Visualization of highly-dimensional data in 3D space

  • Author

    Nguyen, DatT ; Dzwinel, Witold ; Cios, Krzysztof J.

  • Author_Institution
    Comput. Sci. Dept., Virginia Commonwealth Univ., Richmond, VA, USA
  • fYear
    2011
  • fDate
    22-24 Nov. 2011
  • Firstpage
    225
  • Lastpage
    230
  • Abstract
    Molecular dynamics method is used for computing equilibrium in many physical systems as well as a powerful solver used for minimization of criterion functions such as the stress function in multidimensional scaling. We have designed a new tool for visualization of highly-dimensional data in 3D based on the method. We have shown on several data sets that the new method is fast and accurate.
  • Keywords
    data visualisation; molecular dynamics method; 3D space; criterion functions; highly-dimensional data visualization; molecular dynamics method; multidimensional scaling; physical systems; stress function; Decision support systems; Intelligent systems; molecular dynamics; visualization of highly-dimensional data in 3D space;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications (ISDA), 2011 11th International Conference on
  • Conference_Location
    Cordoba
  • ISSN
    2164-7143
  • Print_ISBN
    978-1-4577-1676-8
  • Type

    conf

  • DOI
    10.1109/ISDA.2011.6121659
  • Filename
    6121659
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2913299