Title :
A multi-perspective and interactive method for multidimensional data visualization
Author :
Hui, Cao ; Yichuan, Shao
Author_Institution :
Coll. of Inf. Sci. & Eng., Shenyang Univ., Shenyang, China
Abstract :
“Rotate Coordinates fold line strategy” is proposed as a new multi-dimensional visualization technique, which integrates various methods such as Fisheye and star-graph to stimulate visual thinking. Moreover, according to features of different visualization technique, MCA is proposed to enhance the relations between some visualization approaches to display the multi-dimensional data from various views. Experiments show that the visualization technique not only performs clustering analysis, but also evaluate the precision and reliability of the clusters, and furthermore, it is user-friendly and displays the results to the user clearly. The visualization method has been applied in EFCS_Grid, and attains the expected purpose.
Keywords :
data visualisation; pattern clustering; reliability; system buses; MCA; clustering analysis; multidimensional data display; multidimensional data visualization; reliability; rotate coordinates fold line strategy; Visualization; Fisheye; MCA; Multi-dimensional data; Rotate Coordinates fold line strategy; Star-graph;
Conference_Titel :
Environmental Science and Information Application Technology (ESIAT), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-7387-8
DOI :
10.1109/ESIAT.2010.5568369