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Visualization by Examples: Mapping Data to Visual Representations using Few Correspondences

: Alexa, M.; Müller, W.

Gröller, E.; Löffelmann, H.; Ribarsky, W. ; European Association for Computer Graphics -EUROGRAPHICS-; Institute of Electrical and Electronics Engineers -IEEE-, Technical Committee on Visualization and Graphics -TCVG-:
Data Visualization '99. Proceedings of the Joint Eurographics IEEE TCVG Symposium on Visualization
Wien: Springer, 1999 (Springer Computer Science)
ISBN: 3-211-83344-7
Symposium on Visualization <1999, Wien>
Fraunhofer IGD ()
color; information visualisation; Visualisierung; warping

In this paper we propose a new approach for the generation of visual scales for the visualization of scalar and multivariate data. Based on the specification of only a few correspondences between the data set and elements of a space of visual representations complex visualization mappings are produced. The foundation of this approach is the introduction of a multidimensional space of visual representations. The mapping between these spaces can be defined by approximating or satisfying the user defined relations between data values and visual atributes.