Title :
Finding needles in large-scale multivariate data haystacks
Author_Institution :
Worcester Polytech. Inst., MA, USA
Abstract :
In this article, the author describe issues of scale that arise at all stages of the visual exploration process and give examples of some solutions to these problems that his group at Worcester Polytechnic Institute have experimented with over the past several years. While the work has predominantly focused on nonspatial multivariate data analysis, he feels that many of the concepts and approaches described are relevant to the visualization of other types of data and information.
Keywords :
data analysis; data visualisation; data abstraction; data mapping; data visualisation; multivariate data haystacks; Data visualization; Large-scale systems; Needles; Scattering; Shape; Computer Graphics; Database Management Systems; Databases, Factual; Information Storage and Retrieval; Multivariate Analysis; Online Systems; User-Computer Interface;
Journal_Title :
Computer Graphics and Applications, IEEE
DOI :
10.1109/MCG.2004.27
