Structural decomposition trees

Computer Graphics Forum

Volumn 30, Issue 3, 2011, Pages 921-930

  Engel, D ^a   Rosenbaum, R ^b   Hamann, B ^b   Hagen, H ^a  

^a University of Koblenz Landau   (Germany)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; METALS; REDUCTION; TREES (MATHEMATICS); VISUALIZATION;

ACADEMIC ENVIRONMENT; DATA MINING AND KNOWLEDGE DISCOVERY; INTUITIVE INTERACTION; LINEAR DIMENSION REDUCTION; MULTI-DIMENSIONAL DATA VISUALIZATION; MULTIDIMENSIONAL DATA; MULTIVARIATE DATA VISUALIZATION; STRUCTURAL DECOMPOSITION;

DATA VISUALIZATION;

EID: 80054953264     PISSN: 01677055     EISSN: 14678659     Source Type: Journal    
DOI: 10.1111/j.1467-8659.2011.01941.x     Document Type: Article

References (30)

1. ANKERST M., BERCHTOLD S., KEIM D. A.: Similarity clustering of dimensions for an enhanced visualization of multidimensional data. In INFOVIS '98: Proceedings of the 1998 IEEE Symposium on Information Visualization (Washington, DC, USA, 1998), IEEE Computer Society, p. 52.
2. ARTERO A. O., DE OLIVEIRA M. C. F.: Levkowitz h.: Uncovering clusters in crowded parallel coordinates visualizations. IEEE Symp. on Information Visualization (2004).
3. BEIN K.J. Y. Z., WEXLER A.: Conditional sampling for source-oriented toxicological studies using a single particle mass spectrometer. Environmental Sciience and Technology 43, 24 (2009), 9445-9452.
4. DE OLIVEIRA M. C. F., LEVKOWITZ H.: From visual data exploration to visual data mining: A survey. IEEE Transactions on Visualization and Computer Graphics 9 (2003), 378-394.
5. ELMQVIST N., DRAGICEVIC P., FEKETE J.-D.: Rolling the dice: Multidimensional visual exploration using scatterplot matrix navigation. IEEE Transactions on Visualization and Computer Graphics 14 (2008), 1141-1148.
6. EVERITT B. S., LANDAU S., LEESE M.: Cluster Analysis, 4th ed. Arnold, London, 2001.
7. GRINSTEIN G., TRUTSCHL M., CVEK U.: Highdimensional visualizations. In Proceedings of Visual Data Mining workshop, KDD'2001 (2001).
8. HOFFMAN P., GRINSTEIN G., MARX K., GROSSE I., STANLEY E.: Dna visual and analytic data mining. In Proceedings of the 8th conference on Visualization '97 (Los Alamitos, CA, USA, 1997), VIS '97, IEEE Computer Society Press, pp. 437-ff.
9. HOFFMAN P., GRINSTEIN G., PINKNEY D.: Dimensional anchors: a graphic primitive for multidimensional multivariate information visualizations. In NPIVM '99: Proceedings of the 1999 workshop on new paradigms in information visualization and manipulation in conjunction with the eighth ACM internation conference on Information and knowledge management (New York, NY, USA, 1999), ACM, pp. 9-16.
10. HAUSER H., LEDERMANN F., DOLEISCH H.: Angular brushing of extended parallel coordinates. In INFOVIS '02: Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02) (Washington, DC, USA, 2002), IEEE Computer Society, p. 127.
11. INGRAM S., MUNZNER T., OLANO M.: Glimmer: Multilevel mds on the gpu. IEEE Transactions on Visualization and Computer Graphics 15 (2009), 249-261.
12. JANICKE H., BOTTINGER M., SCHEUERMANN G.: Brushing of attribute clouds for the visualization of multivariate data. IEEE Transactions on Visualization and Computer Graphics 14 (2008), 1459-1466.
13. JOHANSSON S., JOHANSSON J.: Interactive dimensionality reduction through user-defined combinations of quality metrics. IEEE Transactions on Visualization and Computer Graphics 15 (November 2009), 993-1000.
14. JOHANSSON J., LJUNG P., JERN M., COOPER M.: Revealing structure within clustered parallel coordinates displays. In Proceedings of the Proceedings of the 2005 IEEE Symposium on Information Visualization (Washington, DC, USA, 2005), IEEE Computer Society, pp. 17.
15. KANDOGAN E.: Visualizing multi-dimensional clusters, trends, and outliers using star coordinates. In Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining (New York, NY, USA, 2001), KDD '01, ACM, pp. 107-116.
16. KOREN Y., CARMEL L.: Robust linear dimensionality reduction. Visualization and Computer Graphics, IEEE Transactions on 10, 4 (jul. 2004), 459-470.
17. MCDONNELL K. T., MUELLER K.: Illustrative parallel coordinates. IEEE-VGTC Symposium on Visualization 2008 (2008).
18. OESTERLING P., HEINE C., JANICKE H., SCHEUERMANN G.: Visual analysis of high dimensional point clouds using topological landscapes. In Pacific Visualization Symposium (PacificVis), 2010 IEEE (Mar. 2010), pp. 113-120.
19. PAULOVICH F. V., OLIVEIRA M. C. F., MINGHIM R.: The projection explorer: A flexible tool for projection-based multidimensional visualization. In Proceedings of the XX Brazilian Symposium on Computer Graphics and Image Processing (Washington, DC, USA, 2007), IEEE Computer Society, pp. 27-36.
20. PAULOVICH F., SILVA C., NONATO L.: Two-phase mapping for projecting massive data sets. Visualization and Computer Graphics, IEEE Transactions on 16, 6 (Nov.-Dec. 2010), 1281-1290.
21. PENG W., WARD M. O., RUNDENSTEINER E. A.: Clutter reduction in multi-dimensional data visualization using dimension reordering. In In INFOVIS a AZ04: Proceedings of the IEEE Symposium on Information Visualization (INFOVISaAZ04 (2004), IEEE Computer Society, pp. 89-96.
22. SUN Y., TANG J., TANG D., XIAO W.: Advanced star coordinates. In WAIM '08: Proceedings of the 2008 The Ninth International Conference on Web-Age Information Management (Washington, DC, USA, 2008), IEEE Computer Society, pp. 165-170.
23. SUN Y., YUAN J., HU Y., XIAO W.: An improved multivariate data visualization technique. In Information and Automation, 2008. ICIA 2008. International Conference on (June 2008), pp. 1525-1530.
24. WEBER G., BREMER P.-T., PASCUCCI V.: Topological landscapes: A terrain metaphor for scientific data. Visualization and Computer Graphics, IEEE Transactions on 13, 6 (Nov.- Dec. 2007), 1416-1423.
25. WARD M. O., GRINSTEIN G., KEIM D. A.: Interactive Data Visualization: Foundations, Techniques, and Application. A. K. Peters, Ltd, 2010.
26. YUAN X., GUO P., XIAO H., ZHOU H., QU H.: Scattering points in parallel coordinates. IEEE Transactions on Visualization and Computer Graphics 15 (November 2009), 1001-1008.
27. YANG J., PATRO A., HUANG S., MEHTA N., WARD M. O., RUNDENSTEINER E. A.: Value and relation display for interactive exploration of high dimensional datasets. In Proceedings of the IEEE Symposium on Information Visualization (Washington, DC, USA, 2004), IEEE Computer Society, pp. 73-80.
28. YANG J., PENG W., WARD M. O., RUNDENSTEINER E. A.: Interactive hierarchical dimension ordering, spacing and filtering for exploration of high dimensional datasets. In Proc. IEEE Symposium on Information Visualization (2003).
29. YANG J., WARD M. O., RUNDENSTEINER E. A., HUANG S.: Visual hierarchical dimension reduction for exploration of high dimensional datasets. In Proceedings of the symposium on Data visualisation 2003 (Aire-la-Ville, Switzerland, Switzerland, 2003), VISSYM '03, Eurographics Association, pp. 19-28.
30. ZHOU H., YUAN X., QU H., CUI W., CHEN B.: Visual Clustering in Parallel Coordinates. Computer Graphics Forum 27, 3 (May 2008), 1047-1054.