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
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;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2011 11th International Conference on
Conference_Location :
Cordoba
Print_ISBN :
978-1-4577-1676-8
DOI :
10.1109/ISDA.2011.6121659
