Uncertainty in Continuous Scatterplots, Continuous Parallel Coordinates, and Fibers

被引:4
作者
Zheng, Boyan [1 ]
Sadlo, Filip [1 ]
机构
[1] Heidelberg Univ, Heidelberg, Germany
关键词
Uncertainty; Two dimensional displays; Mathematical model; Data visualization; Geometry; Acceleration; Gaussian distribution; Multivariate data; uncertainty visualization; uncertain continuous scatterplots; uncertain continuous parallel coordinates; uncertain fibers; VARIABILITY; VISUALIZATION; ISOSURFACES; TOPOLOGY; FEATURES; PLOTS;
D O I
10.1109/TVCG.2020.3030466
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In this paper, we introduce uncertainty to continuous scatterplots and continuous parallel coordinates. We derive respective models, validate them with sampling-based brute-force schemes, and present acceleration strategies for their computation. At the same time, we show that our approach lends itself as well for introducing uncertainty into the definition of fibers in bivariate data. Finally, we demonstrate the properties and the utility of our approach using specifically designed synthetic cases and simulated data.
引用
收藏
页码:1819 / 1828
页数:10
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