Visual clustering in parallel coordinates

Computer Graphics Forum

Volumn 27, Issue 3, 2008, Pages 1047-1054

  Zhou, Hong ^a   Yuan, Xiaoru ^b   Qu, Huamin ^a   Cui, Weiwei ^a   Chen, Baoquan ^c  

^a HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

^b PEKING UNIVERSITY   (China)

^c SHENZHEN INSTITUTES OF ADVANCED TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CURVE FITTING;

CURVED EDGES; HIGH-DIMENSIONAL; LARGE DATA; MULTIVARIATE DATA; PARALLEL COORDINATES; RELATIVE ORDER; VISUAL CLUSTERING;

CLUTTER (INFORMATION THEORY);

EID: 53149137443     PISSN: 01677055     EISSN: 14678659     Source Type: Journal    
DOI: 10.1111/j.1467-8659.2008.01241.x     Document Type: Article

References (24)

1. Andrienko G., Andrienko N. : Parallel coordinates for exploring properties of subsets. In Proc. of International Conf. on Coordinated & Multiple Views in Exploratory Visualization (2004 pp. 93 104.
2. Ankerst M., Berchtold S., Keim D. A. : Similarity clustering of dimensions for an enhanced visualization of multidimensional data. In Proc. of IEEE Symp. on Information Visualization (1998 pp. 52 60.
3. Artero A. O., de Oliveira M. C. F., Lev-kowitz H. : Uncovering clusters in crowded parallel coordinates visualizations. In Proc. of IEEE Symp. on Information Visualization (2004 pp. 81 88.
4. Bendix F., Kosara R., Hauser H. : Parallel sets: visual analysis of categorical data. In Proc. of IEEE Symp. on Information Visualization (2005 pp. 133 140.
5. Ellis G., Dix A. : Enabling automatic clutter reduction in parallel coordinate plots. IEEE Trans. on Vis. and Comp. Graph. 12, 5 (2006 717 724.
6. Ellis G., Dis A. : A taxonomy of clutter reduction for information visualization. IEEE Trans. on Vis. and Comp. Graph. 13, 6 (2007 1216 1223.
7. Fua Y.-H., Ward M. O., Rundensteiner E. A. : Hierarchical parallel coordinates for exploration of large datasets. In Proc. of IEEE Visualization (1999 pp. 43 50.
8. Graham M., Kennedy J. : Using curves to enhance parallel coordinate visualisations. In Proc. of Intl. Conf. on Information Visualization (2003 pp. 10 16.
9. Hauser H., Ledermann F., Doleisch H. : Angular brushing of extended parallel coordinates. In Proc. of IEEE Symp. on Information Visualization (2002 pp. 127 130.
10. Holten D. : Hierarchical edge bundles: Visualization of adjacency relations in hierarchical data. IEEE Trans. on Vis. and Comp. Graph. 12, 5 (2006 741 748.
11. Heer J., Robertson G. : Animated transitions in statistical data graphics. IEEE Trans. on Vis. and Comp. Graph. 13, 5 (2007 1240 1247.
12. Inselberg A., Dimsdale B. : Parallel coordinates: a tool for visualizing multi-dimensional geometry. In Proc. of IEEE Visualization (1990 pp. 361 378.
13. Johansson J., Ljung P., Jern M., Cooper M. : Revealing structure within clustered parallel coordinates displays. In Proc. of IEEE Symp. on Information Visualization (2005 pp. 125 132.
14. Kosara R., Bendix F., Hauser H. : Parallel sets: Interactive exploration and visual analysis of categorical data. IEEE Trans. on Vis. and Comp. Graph. 12, 4 (2006 558 568.
15. Novotny M., Hauser H. : Outlier-preserving focus+context visualization in parallel coordinates. IEEE Trans. on Vis. and Comp. Graph. 12, 5 (2006 893 900.
16. Novotny M. : Visually effective information visualization of large data. In In Proc. of the 8th Central European Seminar on Computer Graphics (2004).
17. Peng W., Ward M. O., Rundensteiner E. A. : Clutter reduction in multi-dimensional data visualization using dimension reordering. In Proc. of IEEE Symp. on Information Visualization (2004 pp. 89 96.
18. Qu H., Zhou H., Wu Y. : Controllable and progressive edge clustering for large networks. In Proc. of Intl. Symp. on Graph Drawing (2006 pp. 399 404.
19. Siirtola H. : Direct manipulation of parallel coordinates. In CHI'00Ext. Abstr (2000 pp. 119 120.
20. Software : http://lpsolve.sourceforge.net.
21. Theisel H. : Higher order parallel coordinates. In Proc. of the Conference on Vision Modeling and Visualization (2000 pp. 415 420.
22. Wong P. C, Bergeron R. D. : Multiresolution multidimensional wavelet brushing. In Proc. of IEEE Visualization (1996 pp. 141 148.
23. Wong N., Carpendale S., Greenberg S. : Edgelens: An interactive method for managing edge congestion in graphs. In Proc. of IEEE Symp. on Information Visualization (2003 pp. 51 58.
24. Yang J., Peng W., Ward M. O., Runden-steiner E. A. : Interactive hierarchical dimension ordering, spacing and filtering for exploration of high dimensional datasets. In Proc. of IEEE Symp. on Information Visualization (2003 pp. 105 112.