Evaluation of cluster identification performance for different PCP variants

Computer Graphics Forum

Volumn 29, Issue 3, 2010, Pages 793-802

  Holten, Danny ^a   Van Wijk, Jarke J ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

H.5.2 Information Interfaces and Presentation : User Interfaces Evaluation Methodology; I.3.3 Computer Graphics : Picture Image Generation Line and Curve Generation; I.3.3 Computer Graphics : Picture Image Generation Viewing Algorithms

Indexed keywords

ANIMATION; COMPUTER GRAPHICS; DATA VISUALIZATION; USER INTERFACES;

H.5.2 [INFORMATION INTERFACES AND PRESENTATION]: USER INTERFACES EVALUATION/METHODOLOGY; LINE AND CURVE GENERATION; MERGING TECHNIQUES; MULTIVARIATE DATA; PARALLEL COORDINATE PLOTS; PERFORMANCE GAIN; VIEWING ALGORITHMS; VISUALIZATION TECHNIQUE;

CLUSTER ANALYSIS;

EID: 77955734996     PISSN: 01677055     EISSN: 14678659     Source Type: Journal    
DOI: 10.1111/j.1467-8659.2009.01666.x     Document Type: Article

References (38)

1. Andrienko G., Andrienko N. : Constructing Parallel Coordinates Plot for Problem Solving. In Proc. Symposium on Smart Graphics (2001 pp. 9 14. 1, 2, 8.
2. Artero A. O., de Oliveira M. C. F., Levkowitz H. : Uncovering Clusters in Crowded Parallel Coordinates Visualizations. In Proc. IEEE INFOVIS (2004 pp. 81 88. 2
3. Asimov D. : The Grand Tour: A Tool for Viewing Multidimensional Data. Journal on Scientific and Statistical Computing 6, 1 (1985 128 143. 3, 5
4. Barlow N., Stuart L. J. : Animator: A Tool for the Animation of Parallel Coordinates. In Proc. IEEE INFOVIS (2004 pp. 725 730. 3
5. Chernoff H. : The Use of Faces to Represent Points in k-Dimensional Space Graphically. Journal of the American Statistical Association 68, 342 (1973 361 368. 1, 3
6. Cleveland W. S. : The Elements of Graphing Data. Wadsworth Publishing Company, 1985. 1, 3
7. Ellis G., Dix A. : A Taxonomy of Clutter Reduction for Information Visualisation. IEEE TVCG (Proc. INFOVIS) 13, 6 (2007 1216 1223. 3
8. Fanea E., Carpendale S. M., Isenberg T. : An Interactive 3D Integration of Parallel Coordinates and Star Glyphs. In Proc. IEEE INFOVIS (2005 pp. 149 156. 1, 3
9. Forsell C., Johansson J. : Task-Based Evaluation of Multi-Relational 3D and Standard 2D Parallel Coordinates. In Proc. IS&T/SPIE Electronic Imaging, Volume 6495 (2007 pp. 64950C : 1-12. 1, 3
10. Fua Y.-H., Ward M. O., Rundensteiner E. A. : Hierarchical Parallel Coordinates for Exploration of Large Datasets. In Proc. IEEE VIS (1999 pp. 43 50. 2
11. Graham M., Kennedy J. : Using Curves to Enhance Parallel Coordinate Visualisations. In Proc. IEEE INFOVIS (2003 pp. 10 16. 2, 3
12. Harrower M. A., Brewer C. A. : : An Online Ttool for Selecting Color Schemes for Maps. The Cartographic Journal 40 (2003 27 37. 4, 9
13. Hoffman P. E., Grinstein G. G., Marx K., Grosse I., Stanley E. : DNA Visual and Analytic Data Mining. In Proc. IEEE VIS (1997 pp. 437 441. 1, 3
14. Hauser H., Ledermann F., Doleisch H. : Angular Brushing of Extended Parallel Coordinates. In Proc. of IEEE INFOVIS (2002 pp. 127 130. 8
15. Heer J., Robertson G. : Animated Transitions in Statistical Data Graphics. IEEE TVCG (Proc. INFOVIS) 13, 6 (2007 1240 1247. 3
16. Inselberg A., Dimsdale B. : Parallel Coordinates: A Tool for Visualizing Multi-Dimensional Geometry. In Proc. IEEE VIS (1990 pp. 361 378. 1
17. Inselberg A. : The Plane with Parallel Coordinates. The Visual Computer 1, 4 (1985 69 91. 1
18. Johansson J., Forsell C., Lind M., Cooper M. : Perceiving Patterns in Parallel Coordinates: Determining Thresholds for Identification of Relationships. Information Visualization 7, 2 (2008 152 162. 1, 3
19. Johansson J., Ljung P., Jern M., Cooper M. : Revealing Structure in Visualizations of Dense 2D and 3D Parallel Coordinates. Information Visualization 5, 2 (2006 125 136. 1, 2, 3.
20. Kosara R., Healey C. G., Interrante V., Laidlaw D. H., Ware C. : Thoughts on User Studies: Why, How, and When. IEEE CG&A 23, 4 (2003 20 25. 2, 8
21. Lanzenberger M., Miksch S., Pohl M. : Exploring Highly Structured Data: A Comparative Study of Stardinates and Parallel Coordinates. In Proc. INFOVIS (2005 pp. 312 320. 3
22. Li J., Martens J.-B., van Wijk J. J. : Judging Correlation from Scatterplots and Parallel Coordinate Plots. Information Visualization (2008). 1, 2, 3, 8.
23. McDonnell K. T., Mueller K. : Illustrative Parallel Coordinates. Computer Graphics Forum (Proc. EUROVIS) 27, 3 (2008 1031 1038. 3
24. Moustafa R. E. A., Wegman E. J. : On Some Generalizations of Parallel Coordinate Plots. In Seeing a Million - A Data Visualization Workshop, Rain am Lech, Germany (2002). 2, 4
25. Novotný M., Hauser H. : Outlier-Preserving Focus+Context Visualization in Parallel Coordinates. IEEE TVCG (Proc. INFOVIS) 12, 5 (2006 893 900. 2
26. North C. : Toward Measuring Visualization Insight. IEEE CG&A 26, 3 (2006 6 9. 2, 8
27. Pillat R. M., Valiati E. R. A., Freitas C. M. D. S. : Experimental Study on Evaluation of Multidimensional Information Visualization Techniques. In Proc. CLIHC '05 (2005 pp. 20 30. 3
28. Streit M., Ecker R. C., Österreicher K., Steiner G. E., Bischof H., Bangert C., Kopp T., Rogojanu R. : 3D Parallel Coordinate Systems - A New Data Visualization Method in the Context of Microscopy-Based Multicolor Tissue Cytometry. Cytometry Part A 69, 7 (2006 601 611. 1, 3
29. Seo J., Shneiderman B. : A Rank-by-Feature Framework for Interactive Exploration of Multidimensional Data. Information Visualization 4, 2 (2005 96 113. 3
30. Stuart L., Walter M., Borisyuk R. : Visualisation of Neurophysiological Data. In Proc. IEEE INFOVIS (2002). 3
31. Wilkinson L., Anand A., Grossman R. : Graph-Theoretic Scagnostics. In Proc. IEEE INFOVIS (2005 pp. 157 164. 3
32. Ward M. O. : XmdvTool: Integrating Multiple Methods for Visualizing Multivariate Data. In Proc. IEEE VIS (1994 pp. 326 333. 1, 3
33. Wegman E. J. : Hyperdimensional Data Analysis Using Parallel Coordinates. Journal of the American Statistical Association 85, 411 (1990 664 675. 5
34. Wegman E. J., Luo Q. : High Dimensional Clustering Using Parallel Coordinates and the Grand Tour. In Computing Science and Statistics, Symp. on the Interface (1996 pp. 361 368. 3, 5
35. Yantis S. : Multielement Visual Tracking: Attention and Perceptual Organization. Cognitive Psychology 24, 3 (1992 295 340. 8
36. Yuan X., Guo P., Xiao H., Zhou H., Qu H. : Scattering Points in Parallel Coordinates. IEEE TVCG (Proc. INFOVIS) 15, 6 (2009 1001 1008. 2, 3
37. Zhou H., Cui W., Qu H., Wu Y., Yuan X., Zhuo W. : Splatting the Lines in Parallel Coordinates. Computer Graphics Forum (Proc. EUROVIS) 28, 3 (2009 759 766. 2
38. Zhou H., Yuan X., Qu H., Cui W., Chen B. : Visual Clustering in Parallel Coordinates. Computer Graphics Forum (Proc. EUROVIS) 27, 3 (2008 1047 1054. 2, 3