3D scatterplot navigation

IEEE Transactions on Visualization and Computer Graphics

Volumn 18, Issue 11, 2012, Pages 1969-1978

  Sanftmann, Harald ^a   Weiskopf, Daniel ^a  

^a UNIVERSITY OF STUTTGART   (Germany)

Author keywords

coordinated and multiple views; multidimensional data; scatterplot; Visualization

Indexed keywords

APPLICATION EXAMPLES; DATA DIMENSIONS; DATA DOMAINS; DATA POINTS; DIRECT TRANSITION; IMAGE SPACE; MULTIDIMENSIONAL DATA; MULTIPLE VIEWS; NATURAL LANGUAGE PROCESSING; PROJECTION TECHNIQUES; RIGID BODY ROTATION; SCATTER PLOTS; USER STUDY;

COMPUTATIONAL LINGUISTICS; DATA VISUALIZATION; FLOW VISUALIZATION; NATURAL LANGUAGE PROCESSING SYSTEMS; RIGID STRUCTURES; VISUALIZATION;

THREE DIMENSIONAL;

ADULT; COMPUTER GRAPHICS; FEMALE; HUMAN; MALE; NATURAL LANGUAGE PROCESSING; PROCEDURES; THEORETICAL MODEL; THREE DIMENSIONAL IMAGING; YOUNG ADULT;

ADULT; COMPUTER GRAPHICS; FEMALE; HUMANS; IMAGING, THREE-DIMENSIONAL; MALE; MODELS, THEORETICAL; NATURAL LANGUAGE PROCESSING; YOUNG ADULT;

EID: 84866293922     PISSN: 10772626     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVCG.2012.35     Document Type: Article

References (29)

1. D. Asimov, "The Grand Tour: A Tool for Viewing Multidimensional Data," SIAM J. Scientific and Statistical Computing, vol. 6, no. 1, pp. 128-143, 1985.
2. A. Buja and D. Asimov, "Grand Tour Methods: An Outline," Computer Science and Statistics: Proc. 17th Symp. the Interface, pp. 63- 67, 1986.
3. P. Cavanagh and G.A. Alvarez, "Tracking Multiple Targets with Multifocal Attention," Trends in Cognitive Sciences, vol. 9, no. 7, pp. 349-354, 2005. (Pubitemid 40910334)
4. E.H.-H. Chi, J. Riedl, E. Shoop, J.V. Carlis, E. Retzel, and P. Barry, "Flexible Information Visualization of Multivariate Data from Biological Sequence Similarity Searches," Proc. Seventh Conf. Visualization, pp. 133-140, 1996.
5. D. Cook, D. Caragea, and V. Honavar, "Visualization in Classification Problems, with Examples Using Support Vector Machines," Proc. Computational Statistics, pp. 799-806, 2004.
6. T.N. Dang, L. Wilkinson, and A. Anand, "Stacking Graphic Elements to Avoid Over-Plotting," IEEE Trans. Visualization and Computer Graphics, vol. 16, no. 6, pp. 1044-1052, Nov./Dec. 2010.
7. A.W. Donoho, D.L. Donoho, and M. Gasko, "MacSpin: Dynamic Graphics on a Desktop Computer," IEEE Computer Graphics and Applications, vol. 8, no. 4, pp. 51-58, July 1988.
8. N. Elmqvist, P. Dragicevic, and J.D. Fekete, "Rolling the Dice: Multidimensional Visual Exploration Using Scatterplot Matrix Navigation," IEEE Trans. Visualization and Computer Graphics, vol. 14, no. 6, pp. 1141-1148, Nov.-Dec. 2008.
9. M.A. Fisherkeller, J.H. Friedman, and J.W. Tukey, "PRIM-9: An Interactive Multidimensional Data Display and Analysis System," Proc. Pacific ACM Regional Conf., 1974.
10. M. Forina, C. Armanino, S. Lanteri, and E. Tiscornia, "Classification of Olive Oils from Their Fatty Acid Composition," Food Research and Data Analysis, H. Martens and H. Russwurm, eds., pp. 189-214, Applied Science Publishers, 1983.
11. K.R. Gabriel, "The Biplot Graphic Display of Matrices with Application to Principal Component Analysis," Biometrika, vol. 58, no. 3, pp. 453-467, 1971.
12. J. Heer and G. Robertson, "Animated Transitions in Statistical Data Graphics," IEEE Trans. Visualization and Computer Graphics, vol. 13, no. 6, pp. 1240-1247, Nov./Dec. 2007. (Pubitemid 350076595)
13. R. Kosara, G.N. Sahling, and H. Hauser, "Linking Scientific and Information Visualization with Interactive 3D Scatterplots," Proc. 12th Int'l Conf. Central Europe on Computer Graphics, Visualization, and Computer Vision (WSCG), pp. 133-140, 2004.
14. J.A. Nelder and R.W.M Wedderburn, "Generalized Linear Models," J. Royal Statistical Soc. Series A (General), vol. 135, no. 3, pp. 370-384, 1972.
15. H. Piringer, R. Kosara, and H. Hauser, "Interactive Focus+Context Visualization with Linked 2D/3D Scatterplots," Proc. Int'l Conf. Coordinated and Multiple Views in Exploratory Visualization, pp. 49-60, 2004. (Pubitemid 40060349)
16. J. Poco, R. Etemadpour, F. Paulovich, T. Long, P. Rosenthal, M. Oliveira, L. Linsen, and R. Minghim, "A Framework for Exploring Multidimensional Data with 3D Projections," Computer Graphics Forum, vol. 30, no. 3, pp. 1111-1120, 2011.
17. Z.W. Pylyshyn and R.W. Storm, "Tracking Multiple Independent Targets: Evidence for a Parallel Tracking Mechanism," Spatial Vision, vol. 3, no. 3, 179-197, 1988.
18. H. Sanftmann and D. Weiskopf, "Illuminated 3D Scatterplots," Computer Graphics Forum, vol. 28, no. 3, pp.751-758, 2009.
19. C. Stolte, D. Tang, and P. Hanrahan, "Polaris: A System for Query, Analysis, and Visualization of Multidimensional Relational Databases," IEEE Trans. Visualization and Computer Graphics, vol. 8, no. 1, pp. 52-65, Jan.-Mar. 2002. (Pubitemid 34573482)
20. D.F. Swayne, D. Cook, and A. Buja, "XGobi: Interactive Dynamic Data Visualization in the X Window System," J. Computational and Graphical Statistics, vol. 7, no. 1, pp. 113-130, 1998. (Pubitemid 128058795)
21. D.F. Swayne, D.T. Lang, A. Buja, and D. Cook, "GGobi: Evolving from XGobi into an Extensible Framework for Interactive Data Visualization," Computational Statistics and Data Analysis, vol. 43, no. 4, pp. 423-444, 2003. (Pubitemid 36990914)
22. M. Tarini, P. Cignoni, and C. Montani, "Ambient Occlusion and Edge Cueing for Enhancing Real Time Molecular Visualization," IEEE Trans. Visualization and Computer Graphics, vol. 12, no. 5, pp. 1237-1244, Sept./Oct. 2006. (Pubitemid 44955660)
23. J. Todd, "The Visual Perception of 3D Shape," Trends in Cognitive Sciences, vol. 8, no. 3, pp. 115-121, 2004. (Pubitemid 38299321)
24. M. Tory, "Mental Registration of 2D and 3D Visualizations (An Empirical Study)," Proc. IEEE Conf. Visualization, pp. 371-378, 2003.
25. B. Tversky, J.B. Morrison, and M. Betrancourt, "Animation: Can It Facilitate?" Int'l J. Human-Computer Studies, vol. 57, no. 4, pp. 247- 262, 2002.
26. S. Ullman, "The Interpretation of Structure from Motion," Proc. Royal Soc. London B., vol. 203, pp. 405-426, 1979.
27. M. Ward, "XmdvTool: Integrating Multiple Methods for Visualizing Multivariate Data," Proc. IEEE Conf. Visualization, pp. 326-333, 1994.
28. C. Ware, Visual Thinking for Design. Morgan Kaufmann, 2008.
29. L. Yang, "3D Grand Tour for Multidimensional Data and Clusters," Proc. Symp. Advances in Intelligent Data Analysis, pp. 173-184, 1999.