Evaluation of a bundling technique for parallel coordinates

GRAPP 2012 IVAPP 2012 - Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications

Volumn , Issue , 2012, Pages 594-602

  Heinrich, Julian ^a   Luo, Yuan ^b   Kirkpatrick, Arthur E ^b   Weiskopf, Daniel ^a  

^a UNIVERSITY OF STUTTGART   (Germany)

^b SIMON FRASER UNIVERSITY   (Canada)

Author keywords

Cluster visualization; Evaluation; Parallel coordinates; Visualization techniques

Indexed keywords

CLUSTER STRUCTURE; CLUSTER VISUALIZATION; CURVE REPRESENTATIONS; DATA ATTRIBUTES; EVALUATION; PARALLEL COORDINATES; PIECE-WISE; TRACE DATA; USER STUDY; VISUALIZATION TECHNIQUE;

INFORMATION ANALYSIS; INFORMATION SYSTEMS; VISUALIZATION;

DATA VISUALIZATION;

EID: 84862197146     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (33)

1. Artero, A. O., de Oliveira, M. C. F., and Levkowitz, H. (2004). Uncovering clusters in crowded parallel coordinates visualizations. In IEEE Symposium on Information Visualization, pages 81-88. IEEE Computer Society.
2. Berthold, M. R. and Hall, L. O. (2003). Visualizing fuzzy points in parallel coordinates. IEEE Transactions on Fuzzy Systems, 11:369-374.
3. Caat, M. T. and Maurits, N. M. (2007). Design and evaluation of tiled parallel coordinate visualization of multichannel EEG data. IEEE Transactions on Visualization and Computer Graphics, 13(1):70-79.
4. Cook, D. and Swayne, D. F. (2003). Interactive and Dynamic Graphics for Data Analysis: With Examples Using R and GGobi. Springer.
5. Fua, Y.-H., Ward, M. O., and Rundensteiner, E. A. (1999). Hierarchical parallel coordinates for exploration of large datasets. In IEEE Visualization, pages 43-50. IEEE Computer Society.
6. Graham, M. and Kennedy, J. (2003). Using curves to enhance parallel coordinate visualisations. In International Conference on Information Visualization (IV), pages 10-16. IEEE Computer Society.
7. Harrower, M. A. and Brewer, C. A. (2003). Color- Brewer.org: an online tool for selecting color schemes for maps. The Cartographic Journal, 40(1):27-37.
8. Heinrich, J., Bachthaler, S., and Weiskopf, D. (2011a). Progressive splatting of continuous scatterplots and parallel coordinates. Computer Graphics Forum, 30(3):653-662.
9. Heinrich, J., Luo, Y., Kirkpatrick, A. E., Zhang, H., and Weiskopf, D. (2011b). Evaluation of a bundling technique for parallel coordinates. Technical Report Computer Science TR-2011-08, Visualization Research Center, University of Stuttgart.
10. Heinrich, J. and Weiskopf, D. (2009). Continuous parallel coordinates. IEEE Transactions on Visualization and Computer Graphics, 15(6):1531-1538.
11. Henley, M., Hagen, M., and Bergeron, R. D. (2007). Evaluating two visualization techniques for genome comparison. In International Conference on Information Visualization (IV), pages 551-558. IEEE Computer Society.
12. Holten, D. (2006). Hierarchical edge bundles: Visualization of adjacency relations in hierarchical data. IEEE Transactions on Visualization and Computer Graphics, 12(5):741-748.
13. Holten, D. and van Wijk, J. J. (2010). Evaluation of cluster identification performance for different PCP variants. Computer Graphics Forum, 29(3):793-802.
14. Inselberg, A. (1985). The plane with parallel coordinates. The Visual Computer, 1(2):69-92.
15. Inselberg, A. (2009). Parallel Coordinates: Visual Multidimensional Geometry and Its Applications. Springer, New York.
16. Inselberg, A. and Dimsdale, B. (1990). Parallel coordinates: A tool for visualizing multi-dimensional geometry. In IEEE Visualization, pages 361-378. IEEE Computer Society.
17. Jain, A. K. and Dubes, R. C. (1988). Algorithms for Clustering Data. Prentice-Hall, Upper Saddle River, NJ.
18. Johansson, J., Forsell, C., Lind, M., and Cooper, M. (2008). Perceiving patterns in parallel coordinates: determining thresholds for identification of relationships. Information Visualization, 7(2):152-162.
19. Johansson, J., Ljung, P., Jern, M., and Cooper, M. (2005). Revealing structure within clustered parallel coordinates displays. In IEEE Symposium on Information Visualization, pages 125-132. IEEE Computer Society.
20. Lanzenberger, M., Miksch, S., and Pohl, M. (2005). Exploring highly structured data: a comparative study of stardinates and parallel coordinates. In International Conference on Information Visualization (IV), pages 312-320. IEEE Computer Society.
21. Li, J., Martens, J.-B., and van Wijk, J. J. (2010). Judging correlation from scatterplots and parallel coordinate plots. Information Visualization, 9(1):13-30.
22. McDonnell, K. T. and Mueller, K. (2008). Illustrative parallel coordinates. Computer Graphics Forum, 27(3):1031-1038.
23. Miller, J. J. and Wegman, E. J. (1991). Construction of line densities for parallel coordinate plots. In Buja, A. and Tukey, P., editors, Computing and Graphics in Statistics, pages 107-123. Springer, New York.
24. Moustafa, R. and Wegman, E. (2006). Multivariate continuous data - parallel coordinates. In Unwin, A., Theus, M., and Hofmann, H., editors, Graphics of Large Datasets: Visualizing a Million, pages 143-156. Springer, New York.
25. Novotny, M. and Hauser, H. (2006). Outlier-preserving focus+context visualization in parallel coordinates. IEEE Transactions on Visualization and Computer Graphics, 12(5):893-900.
26. Ramos, E. and Donoho, D. (1983). 1983 ASA data exposition dataset. In CMU Dataset Archive. CMU.
27. Rodrigues, Jr., J. F., Traina, A. J. M., and Traina, Jr., C. (2003). Frequency plot and relevance plot to enhance visual data exploration. In Symposium on Computer Graphics and Image Processing (SIBGRAPI), pages 117-124. IEEE Computer Society.
28. Theisel, H. (2000). Higher order parallel coordinates. In Workshop on Vision, Modeling, and Visualization, pages 415-420.
29. Wegman, E. (1990). Hyperdimensional data analysis using parallel coordinates. Journal of the American Statistical Association, 411(85):664.
30. Wegman, E. J. and Luo, Q. (1997). High dimensional clustering using parallel coordinates and the grand tour. In Classification and Knowledge Organization, pages 93-102.
31. Yuan, X., Guo, P., Xiao, H., Zhou, H., and Qu, H. (2009). Scattering points in parallel coordinates. IEEE Transactions on Visualization and Computer Graphics, 15(6):1001-1008.
32. Zhou, H., Cui, W., Qu, H., Wu, Y., Yuan, X., and Zhuo, W. (2009). Splatting the lines in parallel coordinates. Computer Graphics Forum, 28(3):759-766.
33. Zhou, H., Yuan, X., Qu, H., Cui, W., and Chen, B. (2008). Visual clustering in parallel coordinates. Computer Graphics Forum, 27(3):1047-1054.