Title :
Multivariate graphs representation model based on complex matrix
Author :
Xu, Wang ; Zhiquan, Li ; Kaili, Zhou ; Junying, Gan
Abstract :
Aiming at the lack of uniform mathematical model for multivariate graphs representation based on coordinate, a general model based on complex matrix is presented by analyzing and studying the traditional multivariate graphs such as radar chart, scatter plot, trigonometric polynomial graph, parallel coordinate, constellation graph. This model provides a general presentation frame for various multivariate graphs. It is useful for visualization data analyzing, data mining, and studying on a novel method of multivariate graphs.
Keywords :
data mining; graph theory; matrix algebra; complex matrix; constellation graph; data mining; data visualization; multivariate graphs representation model; parallel coordinate; radar chart; scatter plot; trigonometric polynomial graph; Analytical models; Data visualization; Educational institutions; Mathematical model; Polynomials; Radar; Vectors; complex matrix; multivariate data; multivariate graph; visualization;
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2012 IEEE International Conference on
Conference_Location :
Zhangjiajie
Print_ISBN :
978-1-4673-0088-9
DOI :
10.1109/CSAE.2012.6272906
