DocumentCode
2786661
Title
Visualization of the structure of classes using a graph
Author
Mori, Yasukuni ; Kudo, Mineichi ; Toyama, Jun ; Shimbo, Masaru
Author_Institution
Graduate Sch. of Eng., Hokkaido Univ., Sapporo, Japan
Volume
2
fYear
1998
fDate
16-20 Aug 1998
Firstpage
1724
Abstract
A method for visualizing the structure of classes using a graph is proposed. Unlike the previous approaches of mapping data points onto a plane, this method represents a few sets of data points as nodes of the graph. From the sizes of the nodes and the widths of the links connecting the nodes, one can know how complex the structure is and to what degree the classes are separable. The experimental results show that the approach is effective for revealing a hidden structure of classes in a high-dimensional space
Keywords
data structures; data visualisation; feature extraction; graph theory; data points mapping; feature extraction; graph representation; structure visualization; Data visualization; Joining processes; Size measurement; Solids; Systems engineering and theory; Volume measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location
Brisbane, Qld.
ISSN
1051-4651
Print_ISBN
0-8186-8512-3
Type
conf
DOI
10.1109/ICPR.1998.712057
Filename
712057
Link To Document