Title :
VisDM-PC: a visual data mining tool based on parallel coordinate
Author :
Wang, Hong-Bin ; Wang, Cheng-Bo ; Liu, Kan ; Meng, Bo ; Zhou, Dong-Ru
Author_Institution :
Sch. of Comput., Wuhan Univ., China
Abstract :
We develop a visual data mining tool, VisDM-PC, based on the parallel coordinate. This tool incorporates the human-machine interactive methods to lead the user to perform data mining. The system can interactively perform data classification, relativity analysis, association rule analysis and implement the roll-up and drill-down functions. We also test the functions of this system using several real data sets.
Keywords :
data mining; data visualisation; user interfaces; association rule analysis; data classification; data mining; drill-down function; human-machine interactive method; parallel coordinate; relativity analysis; roll-up function; visual data mining tool; Cybernetics; Data mining; Displays; Machine learning; Marine vehicles; Tellurium;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1382382
