Data Visualization through Graph Drawing 1

Computational Statistics

Volumn 16, Issue 3, 2001, Pages 435-450

  Michailidis, George ^a   De Leeuw, Jan ^b  

^a UNIVERSITY OF MICHIGAN   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Data visualization; Graphs; Majorization algorithms; Multivariate categorical data

Indexed keywords

EID: 0035637752     PISSN: 09434062     EISSN: None     Source Type: Journal    
DOI: 10.1007/s001800100077     Document Type: Article

References (27)

1. Benzécri, J.P. (1992), Correspondence Analysis Handbook, Marcel Dekker, Inc.
2. Borg, I. and Groenen, P.J.F. (1997), Modern Multidimensional Scaling, Springer, New York
3. Brandes, U. and Wagner, D. (1997), 'A Bayesian paradigm for dynamic graph layout', Proceedings of the 5th International Symposium on Graph Drawing, Di Battista (ed), vol 1353 of Lecture Notes in Computer Sciences, 236-247, Springer, New York
4. Buja, A., Swayne, D.F., Littman, M. & Dean, N. (1998), 'XGvis: Interactive data visualization with multidimensional scaling', under review Journal of Computational and Graphical Statistics
5. Coleman, M.K. (1996), 'Aesthetics based graph layout for human consumption', Software Practice and Experience, 26, 1415-1438
6. De Leeuw, J. (1994), 'Block relaxation algorithms in statistics', Information Systems and Data Analysis, Bock et al. (eds), Springer
7. De Leeuw, J. (2001), Multidimensional Scaling, to appear in the International Encyclopedia of the Social and Behavioral Sciences, Elsevier
8. De Leeuw, J. & Michailidis, G. (2000), 'Majorization methods in statistics', Journal of Computational and Graphical Statistics, 9, 26-31
9. De Leeuw, J. & Michailidis, G. (2000), 'Graph layout techniques and multidimensional data analysis', Game Theory, Optimal Stopping, Probability and Statistics. Papers in honor of Thomas S. Ferguson, F.T. Bruss and L. Le Cam (eds), IMS Lecture Notes-Monograph Series, 219-248
10. Di Battista, G., Eades, P., Tammasia, R. & Tollis, I. (1998), Graph Drawing: Algorithms for the Geometric Representation of Graphs, Prentice Hall
11. Eades, P. (1984), 'A heuristic for graph drawing', Congressus Numerantium. 42, 149-160
12. Gifi, A. (1990), Nonlinear Multivariate Analysis, Wiley
13. Hartigan, J. (1975), Clustering Algorithms, Wiley
14. Healy, P. and Kuusik, A. (1999), 'The vertex-exchange graph: a new concept for multi-level crossing minimization', Proceedings of the 7th International Symposium on Graph Drawing, Kratochvil (ed), vol 1731 of Lecture Notes in Computer Science, 205-216, Springer, New York
15. Heiser, W.J. (1995), 'Convergent computing by iterative majorization: theory and applications in multidimensional data analysis', in Recent Advances in Descriptive Multivariate Analysis, Krzasnowski (ed.), Clenredon Press
16. Herman, I, Melancon, G. and Marshall, M.S. (2000), 'Graph visualisation and navigation in information visualisation', IEEE Transactions on Visualization and Computer Graphics, 6, 24-43
17. Lange, K., Hunter, D.R. & Yang, I (2000), 'Optimization transfer using surrogate objective functions', Journal of Computational and Graphical Statistics, 9, 1-25
18. Michailidis, G. & de Leeuw, J. (1998), 'The Gifi system for descriptive multivariate analysis', Statistical Science, 13, 307-336
19. Michailidis, G. & de Leeuw, J. (2000), 'Multilevel homogeneity analysis with differential weighting', Computational Statistics and Data Analysis, 32, 411-442
20. Michailidis, G. & de Leeuw, J. (2000), 'Multivariate data analysis using constrained pulling', Technical report, Department of Statistics, The University of Michigan
21. Michailidis, G. & de Leeuw, J. (2000), 'Homogeneity analysis by alternating least absolute deviations', Technical report, Department of Statistics, The University of Michigan
22. Prediger, S. (1997), 'Symbolic objects in formal concept analysis', Proceedings of the Second International Symposium on Knowledge, Retrieval, Use and Storage for Efficiency, G. Mineau & A. Fall (eds)
23. Purchase, H.C, Cohen, R.F. and James, M. (1995), 'Validating graph drawing aesthetics', Proceedings of the 3rd International Symposium on Graph Drawing, Brandenburg (ed), vol 1027 of Lecture Notes in Computer Science, 435-446, Springer, New York
24. Sugiyama, K., Tagawa, S. and Toda, M. (1981), 'Methods for visual understanding of hierarchical systems', IEEE Transactions on Systems, Man and Cybernetics, 11, 109-125
25. Tutte, W.T. (1963), 'How to draw a graph', Proceedings of the London Mathematical Society, 13, 743-767
26. Wegman, E.J. (1990), 'Hyperdimensional data analysis using parallel coordinates', Journal of the American Statistical Association, 85, 664-675
27. Wills, G.J. (1999), 'NicheWorks: Interactive visualization of very large graphs', Journal of Computational and Graphical Statistics, 8, 190-212