Article | Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization — Efficiency; Usefulness; Accessibility; Usability; November 17-18; 2011; KTH; Stockholm; Sweden | Continuous Statistical Visualization —Where Information Visualization Meets Scientific Visualization

Title:
Continuous Statistical Visualization —Where Information Visualization Meets Scientific Visualization
Author:
Daniel Weiskopf: Universität Stuttgart, Germany
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Year:
2011
Conference:
Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization — Efficiency; Usefulness; Accessibility; Usability; November 17-18; 2011; KTH; Stockholm; Sweden
Issue:
065
Article no.:
001
Pages:
9-9
No. of pages:
1
Publication type:
Abstract
Published:
2011-11-21
ISBN:
978-91-7393-008-6
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Publisher:
Linköping University Electronic Press; Linköpings universitet


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A rather recent trend in visualization is to combine traditional scientific visualization methods (such as volume rendering) with information and statistical visualization techniques (such as scatterplots). This combination of techniques is particularly useful for multi-variate data defined on spatial grids because the spatial relationships and the characteristics of the data attributes can be shown simultaneously. However; statistical and information visualization methods for multi-variate data; such as scatterplots and parallel-coordinates plots; have traditionally been applied to intrinsically discrete data points and; therefore; treat data as a collection of independent data samples. In contrast; this talk advocates the use of continuous data models for statistical visualization applied to continuous data. Main advantages are that visual artifacts from data sampling are avoided and that the visualization process becomes scalable with respect to data set size.

Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization — Efficiency; Usefulness; Accessibility; Usability; November 17-18; 2011; KTH; Stockholm; Sweden

Author:
Daniel Weiskopf
Title:
Continuous Statistical Visualization —Where Information Visualization Meets Scientific Visualization
References:
No references available

Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization — Efficiency; Usefulness; Accessibility; Usability; November 17-18; 2011; KTH; Stockholm; Sweden

Author:
Daniel Weiskopf
Title:
Continuous Statistical Visualization —Where Information Visualization Meets Scientific Visualization
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