J. Abello and F. Van-ham, Matrix Zoom: A visual interface to semiexternal graphs, Proceedings of the IEEE Symposium on Information Visualization, pp.183-190, 2004.

J. Abello, F. Van-ham, and N. Krishnan, ASK-GraphView: A Large Scale Graph Visualization System, IEEE Transactions on Visualization and Computer Graphics, vol.12, issue.5, pp.669-676, 2006.
DOI : 10.1109/TVCG.2006.120
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.141.342

T. W. Anderson, An Introduction to Multivariate Statistical Analysis, 1984.

N. Andrienko and G. Andrienko, Exploratory Analysis of Spatial and Temporal Data: A Systematic Approach, 2006.

C. Appert and J. Fekete, OrthoZoom scroller, Proceedings of the SIGCHI conference on Human Factors in computing systems , CHI '06, pp.21-30, 2006.
DOI : 10.1145/1124772.1124776
URL : https://hal.archives-ouvertes.fr/inria-00538428

D. Archambault, T. Munzner, and D. Auber, TugGraph: Path-preserving hierarchies for browsing proximity and paths in graphs, 2009 IEEE Pacific Visualization Symposium, pp.113-121, 2009.
DOI : 10.1109/PACIFICVIS.2009.4906845
URL : https://hal.archives-ouvertes.fr/inria-00413858

D. W. Archambault, Feature-Based Graph Visualization, 2008.

D. Auber, Tulip ??? A Huge Graph Visualization Framework, Graph Drawing Software, Mathematics and Visualization, pp.105-126, 2004.
DOI : 10.1007/978-3-642-18638-7_5

D. Auber, Y. Chiricota, F. Jourdan, and G. Melançon, Multiscale visualization of small world networks, IEEE Symposium on Information Visualization 2003 (IEEE Cat. No.03TH8714), pp.75-81, 2003.
DOI : 10.1109/INFVIS.2003.1249011
URL : https://hal.archives-ouvertes.fr/hal-00307629

B. B. Bederson, J. Grosjean, and J. Meyer, Toolkit design for interactive structured graphics, IEEE Transactions on Software Engineering, vol.30, issue.8, pp.535-546, 2004.
DOI : 10.1109/TSE.2004.44

F. Bendix, R. Kosara, and H. Hauser, Parallel sets: A visual analysis of categorical data, Proceedings of the IEEE Symposium on Information Visualization, pp.133-140, 2005.

E. A. Bier, M. C. Stone, K. Pier, W. Buxton, and T. Derose, Toolglass and Magic Lenses: The see-through interface, Computer Graphics (ACM SIGGRAPH '93 Proceedings), pp.73-80, 1993.

L. Billard and E. Diday, Symbolic Data Analysis: Conceptual Statistics and Data Mining, 2007.
URL : https://hal.archives-ouvertes.fr/hal-00360427

R. Blanch and . Lecolinet, Browsing Zoomable Treemaps: Structure-Aware Multi-Scale Navigation Techniques, IEEE Transactions on Visualization and Computer Graphics, vol.13, issue.6, pp.1248-1253, 2007.
DOI : 10.1109/TVCG.2007.70540

H. Byelas and A. Telea, Visualizing metrics on areas of interest in software architecture diagrams, 2009 IEEE Pacific Visualization Symposium, pp.33-40, 2009.
DOI : 10.1109/PACIFICVIS.2009.4906835

L. Byron and M. Wattenberg, Stacked Graphs – Geometry & Aesthetics, IEEE Transactions on Visualization and Computer Graphics, vol.14, issue.6, pp.1245-1252, 2008.
DOI : 10.1109/TVCG.2008.166

S. K. Card and D. Nation, Degree-of-interest trees, Proceedings of the Working Conference on Advanced Visual Interfaces, AVI '02, pp.231-245, 2002.
DOI : 10.1145/1556262.1556300

M. Chuah, Dynamic aggregation with circular visual designs, Proceedings IEEE Symposium on Information Visualization (Cat. No.98TB100258), pp.35-43, 1998.
DOI : 10.1109/INFVIS.1998.729557
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.21.3290

W. S. Cleveland and M. E. Mcgill, Dynamic Graphics for Statistics . Statistics/Probability Series, 1988.

C. Collins, G. Penn, and S. Carpendale, Bubble Sets: Revealing Set Relations with Isocontours over Existing Visualizations, IEEE Transactions on Visualization and Computer Graphics, vol.15, issue.6, 2009.
DOI : 10.1109/TVCG.2009.122
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.225.3671

C. Csallner, M. Handte, O. Lehmann, and J. T. Stasko, FundExplorer: supporting the diversification of mutual fund portfolios using context treemaps, IEEE Symposium on Information Visualization 2003 (IEEE Cat. No.03TH8714), pp.203-208, 2003.
DOI : 10.1109/INFVIS.2003.1249027

Q. Cui, M. O. Ward, E. A. Rundensteiner, and J. Yang, Measuring Data Abstraction Quality in Multiresolution Visualizations, IEEE Transactions on Visualization and Computer Graphics, vol.12, issue.5, pp.709-716, 2006.
DOI : 10.1109/TVCG.2006.161

M. C. De-oliveira and H. Levkowitz, From visual data exploration to visual data mining: A survey, IEEE Transactions on Visualization and Computer Graphics, vol.9, issue.3, pp.378-394, 2003.
DOI : 10.1109/TVCG.2003.1207445

. Fig, NASA AIRS surface air temperature map for (left) and spatially aggregated at three different levels of detail. Base data source, 2003.

G. Dibattista, P. Eades, R. Tamassia, and I. G. Tollis, Graph Drawing: Algorithms for the Visualization of Graphs, 1998.
DOI : 10.1007/3-540-63938-1

A. Dix and G. Ellis, By chance -enhancing interaction with large data sets through statistical sampling, Proceedings of the ACM Conference on Advanced Visual Interfaces, pp.167-176, 2002.
DOI : 10.1145/1556262.1556289

P. Eades and Q. Feng, Multilevel visualization of clustered graphs, Proceedings of the Symposium on Graph Drawing, number 1190 in Lecture Notes in Computer Science, pp.101-112, 1996.
DOI : 10.1007/3-540-62495-3_41

G. Ellis and A. J. Dix, A Taxonomy of Clutter Reduction for Information Visualisation, IEEE Transactions on Visualization and Computer Graphics, vol.13, issue.6, pp.1216-1223, 2007.
DOI : 10.1109/TVCG.2007.70535

N. Elmqvist, T. Do, H. Goodell, N. Henry, and J. Fekete, ZAME: Interactive Large-Scale Graph Visualization, 2008 IEEE Pacific Visualization Symposium, pp.215-222, 2008.
DOI : 10.1109/PACIFICVIS.2008.4475479
URL : https://hal.archives-ouvertes.fr/inria-00273796

N. Elmqvist, J. Stasko, and P. Tsigas, DataMeadow: A visual canvas for analysis of large-scale multivariate data, Proceedings of IEEE Symposium on Visual Analytics Science & Technology, pp.187-194, 2007.

N. Elmqvist, J. Stasko, and P. Tsigas, DataMeadow: A Visual Canvas for Analysis of Large-Scale Multivariate Data, Information Visualization, vol.25, issue.1, pp.18-33, 2008.
DOI : 10.1057/palgrave.ivs.9500170

N. Elmqvist and P. Tsigas, Causality visualization using animated growing polygons, IEEE Symposium on Information Visualization 2003 (IEEE Cat. No.03TH8714), pp.189-196, 2003.
DOI : 10.1109/INFVIS.2003.1249025
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.58.6248

N. Elmqvist and P. Tsigas, CiteWiz: a tool for the visualization of scientific citation networks, Information Visualization, vol.21, issue.3, pp.215-232, 2007.
DOI : 10.1057/palgrave.ivs.9500156

J. Fekete and C. Plaisant, Interactive information visualization of a million items, Proceedings of the IEEE Symposium on Information Visualization, pp.117-124, 2002.
URL : https://hal.archives-ouvertes.fr/hal-00875363

Y. Fua, M. O. Ward, and E. A. Rundensteiner, Hierarchical parallel coordinates for exploration of large datasets, Proceedings of the IEEE Conference on Visualization, pp.43-50, 1999.

Y. Fua, M. O. Ward, and E. A. Rundensteiner, Navigating hierarchies with structure-based brushes, Proceedings of the IEEE Symposium on Information Visualization, pp.58-64, 1999.

G. W. Furnas, Generalized fisheye views, Proceedings of the ACM CHI'86 Conference on Human Factors in Computer Systems, pp.16-23, 1986.
DOI : 10.1145/22339.22342

G. W. Furnas, A fisheye follow-up, Proceedings of the SIGCHI conference on Human Factors in computing systems , CHI '06, pp.999-1008, 2006.
DOI : 10.1145/1124772.1124921

G. W. Furnas and B. B. Bederson, Space-scale diagrams, Proceedings of the SIGCHI conference on Human factors in computing systems, CHI '95, pp.234-241, 1995.
DOI : 10.1145/223904.223934

E. R. Gansner, Y. Koren, and S. C. North, Topological Fisheye Views for Visualizing Large Graphs, IEEE Transactions on Visualization and Computer Graphics, vol.11, issue.4, pp.457-468, 2005.
DOI : 10.1109/TVCG.2005.66

M. Ghoniem, J. Fekete, and P. Castagliola, On the Readability of Graphs Using Node-Link and Matrix-Based Representations: A Controlled Experiment and Statistical Analysis, Information Visualization, vol.1, issue.2, pp.114-135, 2005.
DOI : 10.1057/palgrave.ivs.9500092
URL : https://hal.archives-ouvertes.fr/hal-00340790

Y. Guiard and M. Beaudouin-lafon, Target acquisition in multiscale electronic worlds, International Journal of Human-Computer Studies, vol.61, issue.6, pp.875-905, 2004.
DOI : 10.1016/j.ijhcs.2004.09.005

Y. Guiard, M. Beaudouin-lafon, and D. Mottet, Navigation as multiscale pointing, Proceedings of the SIGCHI conference on Human factors in computing systems the CHI is the limit, CHI '99, pp.450-457, 1999.
DOI : 10.1145/302979.303128

H. Hagh-shenas, S. Kim, V. Interrante, and C. G. Healey, Weaving Versus Blending: a quantitative assessment of the information carrying capacities of two alternative methods for conveying multivariate data with color., IEEE Transactions on Visualization and Computer Graphics, vol.13, issue.6, pp.1270-1277, 2007.
DOI : 10.1109/TVCG.2007.70623

C. Heine and G. Scheuermann, Manual clustering refinement using interaction with blobs, Proceedings of the Eurographics -IEEE VGTC Symposium on Visualization, pp.59-66, 2007.

N. Henry and J. Fekete, MatrixExplorer: a Dual-Representation System to Explore Social Networks, IEEE Transactions on Visualization and Computer Graphics, vol.12, issue.5, pp.677-684, 2006.
DOI : 10.1109/TVCG.2006.160
URL : https://hal.archives-ouvertes.fr/hal-00876592

N. Henry, J. Fekete, and M. J. Mcguffin, NodeTrix: a Hybrid Visualization of Social Networks, IEEE Transactions on Visualization and Computer Graphics, vol.13, issue.6, pp.1302-1309, 2007.
DOI : 10.1109/TVCG.2007.70582
URL : https://hal.archives-ouvertes.fr/hal-00689983

D. Holten, Hierarchical Edge Bundles: Visualization of Adjacency Relations in Hierarchical Data, IEEE Transactions on Visualization and Computer Graphics, vol.12, issue.5, pp.741-748, 2006.
DOI : 10.1109/TVCG.2006.147

T. Igarashi and K. Hinckley, Speed-dependent automatic zooming for browsing large documents, Proceedings of the 13th annual ACM symposium on User interface software and technology , UIST '00, pp.139-148, 2000.
DOI : 10.1145/354401.354435
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.31.9910

A. Inselberg, The plane with parallel coordinates. The Visual Computer, pp.69-91, 1985.

A. K. Jain, M. N. Murty, and P. J. Flynn, Data clustering: a review, ACM Computing Surveys, vol.31, issue.3, pp.264-323, 1999.
DOI : 10.1145/331499.331504

L. Kaufman and P. J. Rousseeuw, Finding Groups in Data: An Introduction to Cluster Analysis, 1990.
DOI : 10.1002/9780470316801

D. A. Keim, Designing pixel-oriented visualization techniques: theory and applications, IEEE Transactions on Visualization and Computer Graphics, vol.6, issue.1, pp.59-78, 2000.
DOI : 10.1109/2945.841121
URL : http://nbn-resolving.de/urn:nbn:de:bsz:352-opus-70460

D. A. Keim, Information visualization and visual data mining, IEEE Transactions on Visualization and Computer Graphics, vol.8, issue.1, pp.1-8, 2002.
DOI : 10.1109/2945.981847

J. Leblanc, M. O. Ward, and N. Wittels, Exploring N-dimensional databases, Proceedings of the First IEEE Conference on Visualization: Visualization `90, pp.230-237, 1990.
DOI : 10.1109/VISUAL.1990.146386

Y. K. Leung and M. D. Apperley, A review and taxonomy of distortion-oriented presentation techniques, ACM Transactions on Computer-Human Interaction, vol.1, issue.2, pp.126-160, 1994.
DOI : 10.1145/180171.180173

F. Olken and D. Rotem, Simple random sampling from relational databases, Proceedings of the Conference on Very Large Data Bases, pp.160-169, 1986.

W. Peng, M. O. Ward, and E. A. Rundensteiner, Clutter reduction in multi-dimensional data visualization using dimension reordering, Proceedings of the IEEE Symposium on Information Visualization, pp.89-96, 2004.

K. Perlin and D. Fox, Pad, Proceedings of the 20th annual conference on Computer graphics and interactive techniques , SIGGRAPH '93, pp.57-64, 1993.
DOI : 10.1145/166117.166125

C. Plaisant, J. Grosjean, and B. B. Bederson, SpaceTree: Supporting Exploration in Large Node Link Tree, Design Evolution and Empirical Evaluation, Proceedings of the IEEE Symposium on Information Visualization, pp.57-64, 2002.
DOI : 10.1016/B978-155860915-0/50035-4

G. Ramos and R. Balakrishnan, Zliding, Proceedings of the 18th annual ACM symposium on User interface software and technology , UIST '05, pp.143-152, 2005.
DOI : 10.1145/1095034.1095059

B. E. Rogowitz, L. A. Treinish, and S. Bryson, How Not to Lie with Visualization, Computers in Physics, vol.10, issue.3, pp.268-273, 1996.
DOI : 10.1063/1.4822401

P. J. Rousseeuw, I. Ruts, and J. W. Tukey, The bagplot: A bivariate boxplot. The American Statistician, pp.382-387, 1999.

B. Shneiderman, Tree visualization with tree-maps: 2-d space-filling approach, ACM Transactions on Graphics, vol.11, issue.1, pp.92-99, 1992.
DOI : 10.1145/102377.115768

B. Shneiderman, Dynamic queries for visual information seeking, IEEE Software, vol.11, issue.6, pp.70-77, 1994.
DOI : 10.1109/52.329404
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.20.9091

B. Shneiderman, The eyes have it: A task by data type taxonomy for information visualizations, Proceedings of the IEEE Symposium on Visual Languages, pp.336-343, 1996.

J. H. Siegel, E. J. Farrell, R. M. Goldwyn, and H. P. Friedman, The surgical implication of physiologic patterns in myocardial infarction shock, Surgery, vol.72, issue.1, pp.126-141, 1972.

M. Sifer, User interfaces for the exploration of hierarchical multidimensional data, Proceedings of the IEEE Symposium on Visual Analytics Science & Technology, pp.175-182, 2006.

P. Simonetto, D. Auber, and D. Archambault, Fully Automatic Visualisation of Overlapping Sets, Computer Graphics Forum, vol.10, issue.1, pp.967-974, 2009.
DOI : 10.1111/j.1467-8659.2009.01452.x
URL : https://hal.archives-ouvertes.fr/hal-00407269

J. Stasko, R. Catrambone, M. Guzdial, and K. Mcdonald, An evaluation of space-filling information visualizations for depicting hierarchical structures, International Journal of Human-Computer Studies, vol.53, issue.5, pp.663-694, 2000.
DOI : 10.1006/ijhc.2000.0420

C. Stolte, D. Tang, and P. Hanrahan, Multiscale visualization using data cubes, IEEE Transactions on Visualization and Computer Graphics, vol.9, issue.2, pp.176-187, 2003.
DOI : 10.1109/TVCG.2003.1196005
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.127.798

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 & Data Analysis, vol.43, issue.4, pp.423-444, 2003.
DOI : 10.1016/S0167-9473(02)00286-4
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.113.7857

E. R. Tufte, The Visual Display of Quantitative Information, 1983.

J. W. Tukey, Exploratory data analysis, 1977.

J. M. Utts, Seeing Through Statistics, 2005.

J. Van-wijk and E. R. Van-seelow, Cluster and calendar based visualization of time series data, Proceedings 1999 IEEE Symposium on Information Visualization (InfoVis'99), pp.4-9, 1999.
DOI : 10.1109/INFVIS.1999.801851

J. J. Van-wijk and W. A. Nuij, Smooth and efficient zooming and panning, IEEE Symposium on Information Visualization 2003 (IEEE Cat. No.03TH8714), pp.15-22, 2003.
DOI : 10.1109/INFVIS.2003.1249004

M. O. Ward, XmdvTool: integrating multiple methods for visualizing multivariate data, Proceedings Visualization '94, pp.326-333, 1994.
DOI : 10.1109/VISUAL.1994.346302

M. Wattenberg, Visual exploration of multivariate graphs, Proceedings of the SIGCHI conference on Human Factors in computing systems , CHI '06, pp.811-819, 2006.
DOI : 10.1145/1124772.1124891

L. Wilkinson, The Grammar of Graphics, 1999.

G. J. Wills, An interactive view for hierarchical clustering, Proceedings IEEE Symposium on Information Visualization (Cat. No.98TB100258), pp.26-32, 1998.
DOI : 10.1109/INFVIS.1998.729556

J. Yang, M. O. Ward, and E. A. Rundensteiner, InterRing: An interactive tool for visually navigating and manipulating hierarchical structures, Proceedings of the IEEE Symposium on Information Visualization, pp.77-84, 2002.

J. Yang, M. O. Ward, and E. A. Rundensteiner, Interactive hierarchical displays: a general framework for visualization and exploration of large multivariate data sets, Computers & Graphics, vol.27, issue.2, pp.265-283, 2003.
DOI : 10.1016/S0097-8493(02)00283-2