S. Afzal, R. Maciejewski, and D. S. Ebert, Visual analytics decision support environment for epidemic modeling and response evaluation, 2011 IEEE Conference on Visual Analytics Science and Technology (VAST), pp.191-200, 2011.
DOI : 10.1109/VAST.2011.6102457

C. Ahlberg and B. Shneiderman, Visual information seeking: Tight coupling of dynamic query filters with starfield displays, Proceedings of the SIGCHI conference on Human factors in computing systems, pp.313-317, 1994.

R. Amar, J. Eagan, and J. Stasko, Low-level components of analytic activity in information visualization, Information Visualization, 2005. INFOVIS 2005. IEEE Symposium on, pp.111-117, 2005.

R. Amar and J. Stasko, BEST PAPER: A Knowledge Task-Based Framework for Design and Evaluation of Information Visualizations, IEEE Symposium on Information Visualization, pp.143-150, 2004.
DOI : 10.1109/INFVIS.2004.10

D. F. Andrews, Plots of High-Dimensional Data, Biometrics, vol.28, issue.1, pp.125-136, 1972.
DOI : 10.2307/2528964

G. Andrienko, N. Andrienko, and P. Jankowski, Building Spatial Decision Support Tools for Individuals and Groups, Journal of Decision Systems, vol.13, issue.1, pp.193-208, 2003.
DOI : 10.1080/13658810010005525
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.557.2346

N. Andrienko and G. Andrienko, Informed Spatial Decisions Through Coordinated Views, Information Visualization, vol.13, issue.4, pp.270-285, 2003.
DOI : 10.1007/978-94-017-2894-2_25

T. Asahi, D. Turo, and B. Shneiderman, Using Treemaps to Visualize the Analytic Hierarchy Process, Information Systems Research, vol.6, issue.4, pp.357-375, 1995.
DOI : 10.1287/isre.6.4.357
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.28.8372

B. A. Aseniero, T. Wun, D. Ledo, G. Ruhe, A. Tang et al., STRATOS, Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, CHI '15, pp.1479-1488, 2015.
DOI : 10.1109/REV.2008.6

J. Bautista and G. Carenini, An empirical evaluation of interactive visualizations for preferential choice, Proceedings of the working conference on Advanced visual interfaces, AVI '08, pp.207-214, 2008.
DOI : 10.1145/1385569.1385603

R. A. Becker and W. S. Cleveland, Brushing Scatterplots, Technometrics, vol.61, issue.2, pp.127-142, 1987.
DOI : 10.1073/pnas.61.1.25

P. Bera, How colors in business dashboards affect users' decision making, Communications of the ACM, vol.59, issue.4, pp.50-57, 2016.
DOI : 10.1109/ICSM.2010.5609582

J. Bertin, La graphique et le traitement graphique de l'information. Number 91 (084.21) BER, 1977.
DOI : 10.3406/ahess.1969.422034

G. Carenini and J. Loyd, ValueCharts, Proceedings of the working conference on Advanced visual interfaces , AVI '04, pp.150-157, 2004.
DOI : 10.1145/989863.989885

D. B. Carr, R. J. Littlefield, W. Nicholson, and J. Littlefield, Scatterplot Matrix Techniques for Large N, Journal of the American Statistical Association, vol.82, issue.398, pp.424-436, 1987.
DOI : 10.2307/2289444

S. Cheng and K. Mueller, The Data Context Map: Fusing Data and Attributes into a Unified Display, IEEE Transactions on Visualization and Computer Graphics, vol.22, issue.1, pp.121-130, 2016.
DOI : 10.1109/TVCG.2015.2467552

A. Chernev, When More Is Less and Less Is More: The Role of Ideal Point Availability and Assortment in Consumer Choice, Journal of Consumer Research, vol.30, issue.2, pp.170-183, 2003.
DOI : 10.1086/376808

H. Chernoff, The Use of Faces to Represent Points in k-Dimensional Space Graphically, Journal of the American Statistical Association, vol.3, issue.3, pp.361-368, 1973.
DOI : 10.1007/BF02045797

H. Chernoff and M. H. Rizvi, Effect on classification error of random permutations of features in representing multivariate data by faces, Journal of the American Statistical Association, vol.70, issue.351a, pp.548-554, 1975.

W. S. Cleveland, Visualizing data, 1993.

W. S. Cleveland and R. Mcgill, Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods, Journal of the American Statistical Association, vol.22, issue.387, pp.79531-554, 1984.
DOI : 10.2307/2277346

J. Cohen, The Earth is round (p<.05) American psychologist, p.997, 1994.

C. Conati, G. Carenini, E. Hoque, B. Steichen, and D. Toker, Evaluating the Impact of User Characteristics and Different Layouts on an Interactive Visualization for Decision Making, Computer Graphics Forum, vol.24, issue.2, pp.371-380, 2014.
DOI : 10.1016/j.intcom.2012.01.003

M. Daradkeh, C. Churcher, and A. Mckinnon, Supporting informed decision-making under uncertainty and risk through interactive visualisation, Proceedings of the Fourteenth Australasian User Interface Conference, pp.23-32, 2013.

A. De-falguerolles, F. Friedrich, and G. Sawitzki, A tribute to J. Bertin's graphical data analysis, SoftStat '97 (Advances in Statistical Software 6), pp.11-20, 1997.

E. Dimara, A. Bezerianos, and P. Dragicevic, The Attraction Effect in Information Visualization, IEEE Transactions on Visualization and Computer Graphics, vol.23, issue.1, pp.471-480, 2017.
DOI : 10.1109/TVCG.2016.2598594
URL : https://hal.archives-ouvertes.fr/hal-01355750

E. Dimara, A. Bezerianos, and P. Dragicevic, Narratives in Crowdsourced Evaluation of Visualizations, Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems , CHI '17, 2017.
DOI : 10.1145/133160.133216
URL : https://hal.archives-ouvertes.fr/hal-01448095

P. Dragicevic, Fair Statistical Communication in HCI, Modern Statistical Methods for HCI, pp.291-330, 2016.
DOI : 10.1007/978-3-319-26633-6_13
URL : https://hal.archives-ouvertes.fr/hal-01377894

N. Elmqvist, P. Dragicevic, and J. Fekete, Rolling the Dice: Multidimensional Visual Exploration using Scatterplot Matrix Navigation, IEEE Transactions on Visualization and Computer Graphics, vol.14, issue.6, pp.1539-1148, 2008.
DOI : 10.1109/TVCG.2008.153
URL : https://hal.archives-ouvertes.fr/hal-00699065

J. W. Emerson, W. A. Green, B. Schloerke, J. Crowley, D. Cook et al., The Generalized Pairs Plot, Journal of Computational and Graphical Statistics, vol.53, issue.1, pp.79-91, 2013.
DOI : 10.1007/978-1-4757-3100-2

J. Fekete, The InfoVis Toolkit, IEEE Symposium on Information Visualization, pp.167-174, 2004.
DOI : 10.1109/INFVIS.2004.64
URL : https://hal.archives-ouvertes.fr/hal-00876189

Y. Fua, M. O. Ward, and E. A. Rundensteiner, Hierarchical parallel coordinates for exploration of large datasets, Proceedings of the conference on Visualization'99: celebrating ten years, pp.43-50, 1999.

J. Fuchs, P. Isenberg, A. Bezerianos, and D. Keim, A Systematic Review of Experimental Studies on Data Glyphs, IEEE Transactions on Visualization and Computer Graphics, vol.23, issue.7, 2016.
DOI : 10.1109/TVCG.2016.2549018
URL : https://hal.archives-ouvertes.fr/hal-01378429

G. W. Furnas and A. Buja, Prosection views: Dimensional inference through sections and projections, Journal of Computational and Graphical Statistics, vol.3, issue.4, pp.323-353, 1994.
DOI : 10.2307/1390897
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.101.7927

N. Golmie and B. Kules, Highlight and selection control for dynamic table visualization, CMSC 838S Term Paper, 1999.

S. Gratzl, A. Lex, N. Gehlenborg, H. Pfister, and M. Streit, LineUp: Visual Analysis of Multi-Attribute Rankings, IEEE Transactions on Visualization and Computer Graphics, vol.19, issue.12, pp.2277-2286, 2013.
DOI : 10.1109/TVCG.2013.173

L. Harrison, F. Yang, S. Franconeri, and R. Chang, Ranking Visualizations of Correlation Using Weber's Law, IEEE Transactions on Visualization and Computer Graphics, vol.20, issue.12, pp.1943-1952, 2014.
DOI : 10.1109/TVCG.2014.2346979

J. Heer and M. Bostock, Crowdsourcing graphical perception, Proceedings of the 28th international conference on Human factors in computing systems, CHI '10, pp.203-212, 2010.
DOI : 10.1145/1753326.1753357

J. Heinrich, Y. Luo, A. E. Kirkpatrick, and D. Weiskopf, Evaluation of a bundling technique for parallel coordinates, Proceedings of International Conference on Information Visualization Theory and Applications, pp.594-602, 2012.

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

P. E. Hoffman, Table visualizations: a formal model and its applications, 1977.

D. Holten and J. J. Van-wijk, Evaluation of Cluster Identification Performance for Different PCP Variants, Computer Graphics Forum, vol.27, issue.3, pp.793-802, 2010.
DOI : 10.1111/j.1467-8659.2009.01666.x

J. Im, M. J. Mcguffin, and R. Leung, GPLOM: The Generalized Plot Matrix for Visualizing Multidimensional Multivariate Data, IEEE Transactions on Visualization and Computer Graphics, vol.19, issue.12, pp.2606-2614, 2013.
DOI : 10.1109/TVCG.2013.160

S. Ingram, T. Munzner, and M. Olano, Glimmer: Multilevel MDS on the GPU, IEEE Transactions on Visualization and Computer Graphics, vol.15, issue.2, pp.249-261, 2009.
DOI : 10.1109/TVCG.2008.85
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.147.5765

A. Inselberg, The plane with parallel coordinates. The visual computer, pp.69-91, 1985.
DOI : 10.1007/bf01898350

J. Johansson and C. Forsell, Evaluation of Parallel Coordinates: Overview, Categorization and Guidelines for Future Research, IEEE Transactions on Visualization and Computer Graphics, vol.22, issue.1, pp.579-588, 2016.
DOI : 10.1109/TVCG.2015.2466992

J. Johansson, P. Ljung, M. Jern, and M. Cooper, Revealing Structure in Visualizations of Dense 2D and 3D Parallel Coordinates, Information Visualization, vol.28, issue.2, pp.125-136, 2006.
DOI : 10.1109/IV.2004.1320222

D. Kahneman, Thinking, fast and slow, 2011.

E. Kandogan, Star coordinates: A multi-dimensional visualization technique with uniform treatment of dimensions, Proceedings of the IEEE Information Visualization Symposium, p.22, 2000.

M. Kay and J. Heer, Beyond Weber's Law: A Second Look at Ranking Visualizations of Correlation, IEEE Transactions on Visualization and Computer Graphics, vol.22, issue.1, pp.469-478, 2016.
DOI : 10.1109/TVCG.2015.2467671

D. A. Keim and H. Kriegel, Visualization techniques for mining large databases: a comparison, IEEE Transactions on Knowledge and Data Engineering, vol.8, issue.6, pp.923-938, 1996.
DOI : 10.1109/69.553159
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.52.4240

K. N. Kirby and D. Gerlanc, Bootes: An r package for bootstrap confidence intervals on effect sizes. Behavior research methods, pp.905-927, 2013.
DOI : 10.3758/s13428-013-0330-5

A. Klippel, F. Hardisty, and C. Weaver, Star Plots: How Shape Characteristics Influence Classification Tasks, Cartography and Geographic Information Science, vol.36, issue.2, pp.149-163, 2009.
DOI : 10.1559/152304009788188808

X. Kuang, H. Zhang, S. Zhao, and M. J. Mcguffin, Tracing Tuples Across Dimensions: A Comparison of Scatterplots and Parallel Coordinate Plots, Computer Graphics Forum, vol.15, issue.6, pp.1365-1374, 2012.
DOI : 10.1109/TVCG.2009.179

D. J. Lehmann, G. Albuquerque, M. Eisemann, M. Magnor, and H. Theisel, Selecting Coherent and Relevant Plots in Large Scatterplot Matrices, Computer Graphics Forum, vol.16, issue.3, pp.1895-1908, 2012.
DOI : 10.1109/TVCG.2010.205
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.233.2094

J. Li, J. Martens, and J. J. Van-wijk, Judging Correlation from Scatterplots and Parallel Coordinate Plots, Information Visualization, vol.24, issue.5, pp.13-30, 2010.
DOI : 10.1017/S0140525X01003922

R. Liu, T. Chao, C. Plaisant, and B. Shneiderman, Manylists: product comparison tool using spatial layouts with animated transitions, 2012.

T. Munzner, Visualization Analysis and Design, 2014.

M. C. 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

S. Pajer, M. Streit, T. Torsney-weir, F. Spechtenhauser, T. Muller et al., WeightLifter: Visual Weight Space Exploration for Multi-Criteria Decision Making, IEEE Transactions on Visualization and Computer Graphics, vol.23, issue.1, p.611, 2017.
DOI : 10.1109/TVCG.2016.2598589

C. Perin, P. Dragicevic, and J. Fekete, Revisiting Bertin Matrices: New Interactions for Crafting Tabular Visualizations, IEEE Transactions on Visualization and Computer Graphics, vol.20, issue.12, pp.2082-2091, 2014.
DOI : 10.1109/TVCG.2014.2346279
URL : https://hal.archives-ouvertes.fr/hal-01023890

P. Pu and B. Faltings, Enriching buyers' experiences, Proceedings of the SIGCHI conference on Human factors in computing systems , CHI '00, pp.289-296, 2000.
DOI : 10.1145/332040.332446

R. Rao and S. K. Card, The table lens: merging graphical and symbolic representations in an interactive focus+ context visualization for tabular information, Proceedings of the SIGCHI conference on Human factors in computing systems, pp.318-322, 1994.

R. A. Rensink and G. Baldridge, The Perception of Correlation in Scatterplots, Computer Graphics Forum, pp.1203-1210, 2010.
DOI : 10.18637/jss.v025.i02

P. Riehmann, J. Opolka, and B. Froehlich, The product explorer, Proceedings of the International Working Conference on Advanced Visual Interfaces, AVI '12, pp.423-432, 2012.
DOI : 10.1145/2254556.2254638

S. F. Roth and J. Mattis, Data characterization for intelligent graphics presentation, Proceedings of the SIGCHI conference on Human factors in computing systems Empowering people, CHI '90, pp.193-200, 1990.
DOI : 10.1145/97243.97273
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.34.750

S. Rudolph, A. Savikhin, and D. S. Ebert, FinVis: Applied visual analytics for personal financial planning, 2009 IEEE Symposium on Visual Analytics Science and Technology, pp.195-202, 2009.
DOI : 10.1109/VAST.2009.5333920

M. Sedlmair, M. Brehmer, S. Ingram, and T. Munzner, Dimensionality reduction in the wild: Gaps and guidance, Dept. Comput. Sci, 2012.

H. Siirtola, Interaction with the Reorderable Matrix, 1999 IEEE International Conference on Information Visualization (Cat. No. PR00210), pp.272-277, 1999.
DOI : 10.1109/IV.1999.781570
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.17.2506

H. Siirtola and K. Räihä, Interacting with parallel coordinates, Interacting with Computers, vol.18, issue.6, pp.1278-1309, 2006.
DOI : 10.1016/j.intcom.2006.03.006

J. Sorger, T. Ortner, C. Luksch, M. Schwarzler, E. Groller et al., LiteVis: Integrated Visualization for Simulation-Based Decision Support in Lighting Design, IEEE Transactions on Visualization and Computer Graphics, vol.22, issue.1, pp.290-299, 2016.
DOI : 10.1109/TVCG.2015.2468011

M. Spenke, C. Beilken, and T. Berlage, FOCUS, Proceedings of the 9th annual ACM symposium on User interface software and technology , UIST '96, pp.41-50, 1996.
DOI : 10.1145/237091.237097

J. Talbot, V. Setlur, and A. Anand, Four Experiments on the Perception of Bar Charts, IEEE Transactions on Visualization and Computer Graphics, vol.20, issue.12, pp.2152-2160, 2014.
DOI : 10.1109/TVCG.2014.2346320

E. Triantaphyllou, Multi-criteria decision making methods: a comparative study, 2013.
DOI : 10.1007/978-1-4757-3157-6

L. Tweedie and R. Spence, The prosection matrix: a tool to support the interactive exploration of statistical models and data, Computational Statistics, vol.13, issue.1, pp.65-76, 1998.

M. Velasquez and P. T. Hester, An analysis of multi-criteria decision making methods, International Journal of Operations Research, vol.10, issue.2, pp.56-66, 2013.

C. Viau, M. J. Mcguffin, Y. Chiricota, and I. Jurisica, The FlowVizMenu and Parallel Scatterplot Matrix: Hybrid Multidimensional Visualizations for Network Exploration, IEEE Transactions on Visualization and Computer Graphics, vol.16, issue.6, pp.1100-1108
DOI : 10.1109/TVCG.2010.205
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.190.5193

C. Ware, Information visualization: perception for design, 2012.

R. Wegenkittl, H. Loffelmann, and E. Groller, Visualizing the behaviour of higher dimensional dynamical systems, Proceedings. Visualization '97 (Cat. No. 97CB36155), pp.119-125, 1997.
DOI : 10.1109/VISUAL.1997.663867

J. J. Wijk and R. Liere, Hyperslice visualization of scalar functions of many variables, 1994.

L. Wilkinson and M. Friendly, The history of the cluster heat map. The American Statistician, 2012.

C. Williamson and B. Shneiderman, The dynamic HomeFinder, Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval , SIGIR '92, pp.338-346, 1992.
DOI : 10.1145/133160.133216

K. Wittenburg, T. Lanning, M. Heinrichs, and M. Stanton, Parallel bargrams for consumer-based information exploration and choice, Proceedings of the 14th annual ACM symposium on User interface software and technology , UIST '01, pp.51-60, 2001.
DOI : 10.1145/502348.502357

P. C. Wong and R. D. Bergeron, 30 years of multidimensional multivariate visualization, Scientific Visualization, pp.3-33, 1994.

M. A. Yalç?na, N. Elmqvistb, and B. B. Bedersona, Evaluating multicolumn bar charts and treemaps for dense visualization of sorted numeric data, 2015.

J. Yang, W. Peng, M. O. Ward, and E. A. Rundensteiner, Interactive hierarchical dimension ordering, spacing and filtering for exploration of high dimensional datasets, Information Visualization, 2003. INFOVIS 2003. IEEE Symposium on, pp.105-112, 2003.

J. S. Yi, R. Melton, J. Stasko, and J. A. Jacko, Dust & magnet: multivariate information visualization using a magnet metaphor, Information Visualization, vol.4, issue.4, pp.239-256, 2005.

H. Zhou, X. Yuan, H. Qu, W. Cui, and B. Chen, Visual Clustering in Parallel Coordinates, Computer Graphics Forum, vol.12, issue.5, pp.1047-1054, 2008.
DOI : 10.1111/j.1467-8659.2008.01241.x
URL : http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.212.8639&rep=rep1&type=pdf

S. Zionts, Mcdm?if not a roman numeral, then what? Interfaces, pp.94-101, 1979.
DOI : 10.1287/inte.9.4.94