DocumentCode
3371096
Title
Data representation and exploration with Geometric Wavelets
Author
Monson, Eric E. ; Chen, Guangliang ; Brady, Rachael ; Maggioni, Mauro
fYear
2010
fDate
25-26 Oct. 2010
Firstpage
243
Lastpage
244
Abstract
Geometric Wavelets is a new multi-scale data representation technique which is useful for a variety of applications such as data compression, interpretation and anomaly detection. We have developed an interactive visualization with multiple linked views to help users quickly explore data sets and understand this novel construction. Currently the interface is being used by applied mathematicians to view results and gain new insights, speeding methods development.
Keywords
computational geometry; data visualisation; anomaly detection; data compression; data representation; geometric wavelets; interactive visualization; speeding methods development; Data visualization; Dictionaries; Graphical user interfaces; Manifolds; Pixel; Principal component analysis; Wavelet analysis; H.5.2 [Information Interfaces and Presentation]: User Interfaces-Graphical user interfaces (GUI); I.5.1 [Pattern Recognition]: Models-Geometric;
fLanguage
English
Publisher
ieee
Conference_Titel
Visual Analytics Science and Technology (VAST), 2010 IEEE Symposium on
Conference_Location
Salt Lake City, UT
Print_ISBN
978-1-4244-9488-0
Electronic_ISBN
978-1-4244-9487-3
Type
conf
DOI
10.1109/VAST.2010.5653822
Filename
5653822
Link To Document