Discovery visualization using fast clustering

IEEE Computer Graphics and Applications

Volumn 19, Issue 5, 1999, Pages 32-39

  Ribarsky, William ^a   Katz, Jochen ^b   Jiang, Frank ^b   Holland, Aubrey ^b  

^a Georgia Institute of Technology   (United States)

^b NONE

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ANIMATION; COMPUTATIONAL COMPLEXITY; DATA MINING; DATA TRANSFER; DATABASE SYSTEMS; GRAPHICAL USER INTERFACES; HUMAN COMPUTER INTERACTION; VECTORS; VISUALIZATION;

CLUSTERING ALGORITHM; DISCOVERY VISUALIZATION; DYNAMIC QUERY INTERFACES;

INTERACTIVE COMPUTER GRAPHICS;

EID: 0032592794     PISSN: 02721716     EISSN: None     Source Type: Journal    
DOI: 10.1109/38.788796     Document Type: Article

References (14)

1. V. Ganti et al., Clustering Large Data Sets in Arbitrary Metric Spaces, tech. report, Univ. of Wisconsin at Madison, Dept. of Computer Science, 1998, http://www.cs.wisc. edu/~vganti/birchfm.ps.
2. T. Zhang, R. Ramakrishnan, and M. Livny, "Birch: An Efficient Data Clustering Method for Large Databases," Proc. SIGMOD 96, ACM Press, New York, 1996, pp. 103-114.
3. M. Ester, H.-P. Kriegel, and X. Xu, "Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification," Proc. Advances in Spatial Databases 4th Int'l Symp. (SSD 95), Vo. 951, Springer-Verlag, Berlin, 1995, pp. 67-82.
4. P. Lindstrom et al., "Real-Time, Continuous Level of Detail Rendering of Height Fields," Computer Graphics (Proc. Siggraph 96), ACM Press, New York, 1996, pp. 109-118.
5. P. Lindstrom et al., An Integrated Global GIS and Visual Simulation System, Report GIT-GVU-97-07, Graphics, Visualization, and Usability Center, Georgia Inst. of Technology, Atlanta, 1997.
6. T. Egemen, R. Beigel, and B. Schneiderman, "Design and Evaluation of Incremental Data Structures and Algorithms for Dynamic Query Interfaces," Proc. IEEE Information Visualization 97 Symp., IEEE Computer Society Press, Los Alamitos, Calif., 1997, pp. 81-86.
7. M. Gross, "Subspace Methods for the Visualization of Multidimensional Data Sets," Scientific Visualization, Rosenblum et al., eds., Academic Press, New York, 1994, pp. 172-185.
8. H. Hagen, "Visualization of Large Data Sets," Scientific Visualization, Rosenblum et al., eds., Academic Press, New York, 1994, pp. 186-198.
9. B. Heckel and N. Hamann, "Visualization of Cluster Hierarchies," Proc. of SPIE, Vol. 3298, SPIE Press, Bellingham, Wash., 1998, pp. 162-171.
10. D. Silver, "Object-Oriented Visualization," IEEE Computer Graphics and Applications, Vol. 15, No. 3, May 1995, pp. 54-62.
11. T. van Walsum, F. Post, and D. Silver, "Feature Extraction and Iconic Visualization," IEEE Trans, on Visualization and Computer Graphics, Vol. 2, No. 2, 1996, pp. 111-119.
12. S. Bryson, "Implementing Virtual Reality," Siggraph 1993 Course #43 Notes, ACM Press, New York, 1993, pp. 1.1.1-1.6.6, 16.1-16.12.
13. W. Ribarsky et al., Fast Clustering and Feature Tracking for Exploration, Report GIT-GVU-99-21, Graphics, Visualization, and Usability Center, Georgia Inst. of Technology, Atlanta, 1999.
14. C. Faloutsos and K.I. Lin, "Fastmap: A Fast Algorithm for Indexing, Data Mining, and Visualization of Traditional and Multimedia Databases," Proc. of SIGMOD 95, ACM Press, New York, 1995, pp. 163-174.