Visual Hierarchical Dimension Reduction

Traditional visualization techniques for multidimensional data sets, such as parallel coordinates, star glyphs, and scatterplot matrices, do not scale well to high dimensional data sets. A common approach to solve this problem is dimensionality reduction. Existing dimensionality reduction techniques...

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Bibliographic Details
Main Author: Yang, Jing
Other Authors: M. O. Ward, Advisor
Format: Others
Published: Digital WPI 2002
Subjects:
Online Access:https://digitalcommons.wpi.edu/etd-theses/47
https://digitalcommons.wpi.edu/cgi/viewcontent.cgi?article=1046&context=etd-theses