DocumentCode
424329
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
Volume
2
fYear
2004
fDate
26-29 Aug. 2004
Firstpage
1244
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN
0-7803-8403-2
Type
conf
DOI
10.1109/ICMLC.2004.1382382
Filename
1382382
Link To Document