Evaluation of Cluster Identification Performance for Different PCP Variants

@article{Holten2010EvaluationOC,
  title={Evaluation of Cluster Identification Performance for Different PCP Variants},
  author={Danny Holten and Jarke J. van Wijk},
  journal={Comput. Graph. Forum},
  year={2010},
  volume={29},
  pages={793-802}
}
Parallel coordinate plots (PCPs) are a well-known visualization technique for viewing multivariate data. In the past, various visual modifications to PCPs have been proposed to facilitate tasks such as correlation and cluster identification, to reduce visual clutter, and to increase their information throughput. Most modifications pertain to the use of color and opacity, smooth curves, or the use of animation. Although many of these seem valid improvements, only few user studies have been… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 38 references

Scattering Points in Parallel Coordinates

IEEE Transactions on Visualization and Computer Graphics • 2009

A Taxonomy of Clutter Reduction for Information Visualisation

IEEE Transactions on Visualization and Computer Graphics • 2007

Animated Transitions in Statistical Data Graphics

IEEE Transactions on Visualization and Computer Graphics • 2007