. Steamvr,

W. Aigner, S. Miksch, H. Schumann, and C. Tominski, Time & time-oriented data, Visualization of time-oriented data, 2011.
URL : https://hal.archives-ouvertes.fr/hal-01542440

A. K. Al-awami, J. Beyer, H. Strobelt, N. Kasthuri, J. W. Lichtman et al., Neurolines : A subway map metaphor for visualizing nanoscale neuronal connectivity, IEEE Transactions on Visualization and Computer Graphics, vol.20, issue.12, pp.2369-2378, 2014.

G. Albuquerque, M. Eisemann, and M. Magnor, Perception-based visual quality measures, Visual Analytics Science and Technology (VAST), 2011 IEEE Conference on, pp.13-20, 2011.

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

F. Amini, S. Rufiange, Z. Hossain, Q. Ventura, P. Irani et al., The impact of interactivity on comprehending 2d and 3d visualizations of movement data, IEEE transactions on visualization and computer graphics, vol.21, issue.1, pp.122-135, 2015.

G. Andrienko, N. Andrienko, J. Dykes, S. I. Fabrikant, and M. Wachowicz, Geovisualization of dynamics, movement and change : Key issues and developing approaches in visualization research, Information Visualization, vol.7, issue.3-4, pp.173-180, 2008.

M. Ankerst, S. Berchtold, and D. A. Keim, Similarity clustering of dimensions for an enhanced visualization of multidimensional data, Proceedings IEEE Symposium on Information Visualization, vol.153, pp.52-60, 1998.

C. Arbesser, O. Rafelsberger, and H. Piringer, The focus-filter widget : A versatile control for defining focus + context in 1D, IEEE Information Visualization, pp.1-2, 2014.

R. Arsenault, C. Ware, M. Plumlee, S. Martin, L. L. Whitcomb et al., A system for visualizing time varying oceanographic 3D data, vol.2, pp.743-747, 2004.

H. Azzag, F. Picarougne, C. Guinot, and G. Venturini, A tool for multimedia database mining with virtual reality. Processing and Managing Complex Data for Decision Support, pp.318-339, 2005.
URL : https://hal.archives-ouvertes.fr/hal-00445173

L. Bergé, T. Duval, N. Aouf, and G. Coppin, Visualisation de nuages de points 3d acquis par un laser : impact de la vision stéréoscopique et du suivi de la tête sur une recherche de cible, Actes de la 28ième conférence francophone sur l'Interaction Homme-Machine, pp.246-251, 2016.

J. Bertin, Sémiologie graphique. Gauthiers-Villars, 1967.

E. Bertini, A. Tatu, and D. Keim, Quality metrics in high-dimensional data visualization : An overview and systematization, IEEE Transactions on Visualization and Computer Graphics, vol.17, issue.12, pp.2203-2212, 2011.

F. Bouali, A. Guettala, and G. Venturini, Vizassist : an interactive user assistant for visual data mining. The Visual Computer, vol.32, pp.1447-1463, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01164897

N. Boukhelifa, A. Bezerianos, T. Isenberg, and J. Fekete, Evaluating sketchiness as a visual variable for the depiction of qualitative uncertainty, IEEE Transactions on Visualization and Computer Graphics, vol.18, issue.12, pp.2769-2778, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00717441

R. Brath, 3D infovis is here to stay : Deal with it, 2014 IEEE VIS International Workshop on 3DVis (3DVis), pp.25-31, 2014.

R. Brath and E. Banissi, The design space of typeface, Proceedings of the 2014 IEEE Symposium on Information Visualization, 2014.

M. Brehmer, B. Lee, B. Bach, N. H. Riche, and T. Munzner, Timelines revisited : A design space and considerations for expressive storytelling, IEEE Transactions on Visualization and Computer Graphics, vol.23, issue.9, pp.2151-2164, 2017.

M. Brehmer and T. Munzner, A multi-level typology of abstract visualization tasks, IEEE Transactions on Visualization and Computer Graphics, vol.19, issue.12, pp.2376-2385, 2013.

J. Brooke, Sus-a quick and dirty usability scale. Usability evaluation in industry, vol.189, pp.4-7, 1996.

A. Cantu, Procédé et système de détermination de périodicité des données, 2017.

A. Cantu, T. Duval, O. Grisvard, and G. Coppin, Helovis : a helical visualization for signal intelligence analysis using 3d immersion, 2018 IEEE Pacific Visualization Symposium (PacificVis), 2018.

A. Cantu, O. Grisvard, and T. Duval, Visual analytics for electronic intelligence : Challenges and opportunities, 21st International Conference Information Visualisation (IV), pp.422-426, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01613550

A. Cantu, O. Grisvard, T. Duval, and G. Coppin, Identifying the relationships between the visualization context and representation components to enable recommendations for designing new visualizations, 2017 21st International Conference Information Visualisation (IV), pp.20-28, 2017.

S. K. Card and J. Mackinlay, The structure of the information visualization design space, Information Visualization, 1997. Proceedings., IEEE Symposium on, pp.92-99, 1997.

S. K. Card, J. Mackinlay, and B. Shneiderman, Reading in Information Visualization-Using Vision to Think, 1999.

M. A. Carreira-perpinán, A review of dimension reduction techniques, vol.9, pp.1-69, 1997.

R. Chang, M. Ghoniem, R. Kosara, W. Ribarsky, J. Yang et al., Wirevis : Visualization of categorical, time-varying data from financial transactions, Visual Analytics Science and Technology, pp.155-162, 2007.

M. Chen and H. Jänicke, An information-theoretic framework for visualization, IEEE Transactions on Visualization and Computer Graphics, vol.16, issue.6, pp.1206-1215, 2010.

G. Cliquet, M. Perreira, F. Picarougne, Y. Prié, and T. Vigier, Towards hmd-based immersive analytics, Immersive analytics Workshop, IEEE VIS 2017, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01631306

A. Cockburn, A. Karlson, and B. B. Bederson, A review of overview+detail, zooming, and focus+context interfaces, ACM Computing Surveys (CSUR), vol.41, issue.1, 2009.

S. Dehaene, The Number Sense : How the Mind Creates Mathematics, 2011.

C. Donalek, S. G. Djorgovski, A. Cioc, A. Wang, J. Zhang et al., Immersive and collaborative data visualization using virtual reality platforms, 2014 IEEE International Conference on Big Data (Big Data), pp.609-614, 2014.

S. Dübel, M. Röhlig, H. Schumann, and M. Trapp, 2D and 3D presentation of spatial data : A systematic review, 2014 IEEE VIS International Workshop on 3DVis (3DVis), pp.11-18, 2014.

G. Ellis and A. Dix, A taxonomy of clutter reduction for information visualisation, IEEE Transactions on Visualization and Computer Graphics, vol.13, issue.6, pp.1216-1223, 2007.

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

J. Gautier, P. Davoine, and C. Cunty, Helical time representation to visualize return-periods of spatio-temporal events, 19th AGILE International Conference on Geographic Information Science, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01609156

J. J. Gibson, The Ecological Approach to Visual Perception, 1979.

O. Gilson, N. Silva, P. W. Grant, and M. Chen, From web data to visualization via ontology mapping, Computer Graphics Forum, vol.27, pp.959-966

D. Gotz and Z. Wen, Behavior-driven visualization recommendation, Proceedings of the 14th international conference on Intelligent user interfaces, pp.315-324

R. Gove, J. Saxe, S. Gold, A. Long, and G. Bergamo, Seem : A scalable visualization for comparing multiple large sets of attributes for malware analysis, Proceedings of the Eleventh Workshop on Visualization for Cyber Security, VizSec '14, pp.72-79, 2014.

N. Greffard, F. Picarougne, and P. Kuntz, Visual community detection : An evaluation of 2D, 3D perspective and 3D stereoscopic displays, Graph Drawing : 19 th International Symposium on Graph Drawing, vol.7034, pp.215-225, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00627632

Y. Guiard, Asymmetric division of labor in human skilled bimanual action : The kinematic chain as a model, Journal of motor behavior, vol.19, issue.4, pp.486-517, 1987.

W. Hadley, H. Heike, W. Charlotte, and C. Diane, Glyph-maps for visually exploring temporal patterns in climate data and models, Environmetrics, vol.23, issue.5, pp.382-393, 2012.

M. Hascoet and M. Beaudouin-lafon, Visualisation interactive d'information. Revue I, vol.1, pp.77-108, 2001.

J. Heer and M. Agrawala, Software design patterns for information visualization, IEEE Transactions on Visualization and Computer Graphics, vol.12, issue.5, pp.853-860, 2006.

J. Heinrich, M. Burch, and S. I. O'donoghue, On the use of 1D, 2D, and 3D visualisation for molecular graphics, 2014 IEEE VIS International Workshop on 3DVis (3DVis), pp.55-60, 2014.

C. Helbig, H. Bauer, K. Rink, V. Wulfmeyer, M. Frank et al., Concept and workflow for 3D visualization of atmospheric data in a virtual reality environment for analytical approaches, Environmental Earth Sciences, vol.72, issue.10, pp.3767-3780, 2014.

A. Hunt and T. Hermann, The importance of interaction in sonification, Proceedings of ICAD 04-Tenth Meeting of the International Conference on Auditory Display, vol.5, pp.1-8, 2004.

C. Hurter, S. Conversy, J. Vinot, and Y. Jestin, ReprÉsentations Écologiques de donnÉes temporelles : Exemples et apports, Proceedings of the 21 st International Conference on Association Francophone D'Interaction Homme-Machine, IHM '09, pp.33-42, 2009.

C. Hurter, B. Tissoires, and S. Conversy, Fromdady : Spreading aircraft trajectories across views to support iterative queries, IEEE Transactions on Visualization and Computer Graphics, vol.15, issue.6, pp.1017-1024, 2009.
URL : https://hal.archives-ouvertes.fr/hal-01022260

A. Inselberg and B. Dimsdale, Parallel coordinates for visualizing multidimensional geometry, CG International '87 on Computer Graphics, pp.25-44, 1987.

T. J. Jankun-kelly, T. Dwyer, D. Holten, C. Hurter, C. Weaver et al., Scalability considerations for multivariate graph visualization, Multivariate Network Visualization, chapter 10, pp.207-235, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01078325

W. Javed and N. Elmqvist, Exploring the design space of composite visualization, 2012 IEEE Pacific Visualization Symposium, pp.1-8, 2012.

M. S. John, M. B. Cowen, H. S. Smallman, and H. M. Oonk, The use of 2D and 3D displays for shape-understanding versus relative-position tasks, Human Factors, vol.43, issue.1, pp.79-98, 2001.

E. Kaya, M. T. Eren, C. Doger, and S. Balcisoy, Do 3d visualizations fail ? an empirical discussion on 2d and 3d representations of the spatio-temporal data, Proceedings of EURASIA GRAPHICS, 2014.

D. F. Keefe, A. Gupta, D. Feldman, J. V. Carlis, S. Keefe et al.,

. Griffin, Scaling up multi-touch selection and querying : Interfaces and applications for combining mobile multi-touch input with large-scale visualization displays, International Journal of Human-Computer Studies, vol.70, issue.10, pp.703-713, 2012.

P. R. Keller and M. Keller, Visual Cues : Practical Data Visualization, 1993.

S. Kubicki, S. Lepreux, and C. Kolski, RFID-driven situation awareness on tangisense, a table interacting with tangible objects. Personal and Ubiquitous Computing, vol.16, pp.1079-1094, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00864200

K. Kurzhals and D. Weiskopf, Space-time visual analytics of eye-tracking data for dynamic stimuli, IEEE Transactions on Visualization and Computer Graphics, vol.19, issue.12, pp.2129-2138, 2013.

H. Lam, E. Bertini, P. Isenberg, C. Plaisant, and S. Carpendale, Seven guiding scenarios for information visualization evaluation, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00723057

J. Landstorfer, I. Herrmann, J. Stange, M. Dörk, and R. Wettach, Weaving a carpet from log entries : A network security visualization built with co-creation, 2014 IEEE Conference on Visual Analytics Science and Technology (VAST), pp.73-82, 2014.

B. Lee, P. Isenberg, N. Henry-riche, and S. Carpendale, Beyond Mouse and Keyboard : Expanding Design Considerations for Information Visualization Interactions, IEEE Transactions on Visualization and Computer Graphics, vol.18, issue.12, pp.2689-2698, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00717203

A. Lhuillier, C. Hurter, and A. Telea, State of the art in edge and trail bundling techniques, Proceedings of EuroVis 2017, pp.619-645, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01559020

J. Mackinlay, Automating the design of graphical presentations of relational information, ACM Transactions on Graphics (TOG), vol.5, issue.2, pp.110-141, 1986.

D. Mccandless, Knowledge is beautiful, 2014.

J. P. Mcintire and K. K. Liggett, The (possible) utility of stereoscopic 3D displays for information visualization : The good, the bad, and the ugly, 2014 IEEE VIS International Workshop on 3DVis (3DVis), pp.1-9, 2014.

T. Munzner, A nested model for visualization design and validation, IEEE Transactions on Visualization and Computer Graphics, vol.15, issue.6, pp.921-928, 2009.

T. Munzner, Rules of thumb, Visualization analysis and design, 2014.

T. Munzner, What : Data abstraction, Visualization analysis and design, 2014.

K. Parsons, Environmental ergonomics : a review of principles, methods and models, Applied ergonomics, vol.31, issue.6, pp.581-594, 2000.

D. Pfitzner, V. Hobbs, and D. Powers, A unified taxonomic framework for information visualization, APVis '03 : Proceedings of the Asia-Pacific symposium on Information visualisation, vol.24, pp.57-66, 2003.

A. Pryke, S. Mostaghim, and A. Nazemi, Heatmap visualization of population based multi objective algorithms, Evolutionary Multi-Criterion Optimization : 4 th International Conference, pp.361-375, 2007.

H. C. Purchase, N. Andrienko, T. J. Jankun-kelly, and M. Ward, Theoretical foundations of information visualization, Information Visualization : Human-Centered Issues and Perspectives, pp.46-64, 2008.

J. Rasmussen, Skills, rules, and knowledge ; signals, signs, and symbols, and other distinctions in human performance models, IEEE Transactions on Systems, Man, and Cybernetics, SMC, vol.13, issue.3, pp.257-266, 1983.

H. Rosling, O. Rosling, and A. Rosling-ronnlund, Gapminder : unveiling the beauty of statistics for a fact based world view, 2010.

H. Schulz, Treevis.net : A tree visualization reference, IEEE Computer Graphics and Applications, vol.31, issue.6, pp.11-15, 2011.

H. Schulz, T. Nocke, M. Heitzler, and H. Schumann, A design space of visualization tasks, IEEE Transactions on Visualization and Computer Graphics, vol.19, issue.12, pp.2366-2375, 2013.

K. Sedig, P. Parsons, and A. Babanski, Towards a characterization of interactivity in visual analytics, Journal of Multimedia Processing and Technologies, Special Issue on Theory and Application of Visual Analytics, vol.3, issue.1, pp.12-28, 2012.

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

J. Stange, M. Dörk, J. Landstorfer, and R. Wettach, Visual filter : Graphical exploration of network security log files, VizSec '14 : Proceedings of the Eleventh Workshop on Visualization for Cyber Security, pp.41-48, 2014.

C. Stein, Virtual reality design : How head-mounted displays change design paradigms of virtual reality worlds, MediaTropes, vol.6, issue.1, pp.52-85, 2016.

E. Sundén, A. Bock, D. Jönsson, A. Ynnerman, and T. Ropinski, Interaction techniques as a communication channel when presenting 3D visualizations, 2014.

, IEEE VIS International Workshop on 3DVis (3DVis), pp.61-65, 2014.

D. Thevenin and J. Coutaz, Plasticity of user interfaces : Framework and research agenda, Interact, vol.99, pp.110-117, 1999.

C. Tominski, P. Schulze-wollgast, and H. Schumann, 3d information visualization for time dependent data on maps, Ninth International Conference on Information Visualisation (IV'05), pp.175-181, 2005.
DOI : 10.1109/iv.2005.3

C. Tominski and H. Schumann, The Annual SIGRAD Conference Special Theme : Interaction ; November 27-28, SIGRAD 2008, pp.53-56, 2008.

C. Tominski, H. Schumann, G. Andrienko, and N. Andrienko, Stacking-based visualization of trajectory attribute data, IEEE Transactions on visualization and Computer Graphics, vol.18, issue.12, pp.2565-2574, 2012.

E. R. Valiati, M. S. Pimenta, and C. M. Freitas, A taxonomy of tasks for guiding the evaluation of multidimensional visualizations, BELIV '06 : Proceedings of the 2006 AVI workshop on BEyond time and errors, pp.1-6, 2006.

S. Van-den-elzen and J. J. Van-wijk, Multivariate network exploration and presentation : From detail to overview via selections and aggregations, IEEE Transactions on Visualization and Computer Graphics, vol.20, issue.12, pp.2310-2319, 2014.

J. J. Van-wijk, The value of visualization, VIS 05. IEEE Visualization, pp.79-86, 2005.
URL : https://hal.archives-ouvertes.fr/hal-00701741

R. Veras and C. Collins, Prioritizing nodes in hierarchical visualizations with the tree cut model, IEEE Information Visualization, pp.5-6, 2014.

C. Viau and M. J. Mcguffin, Connectedcharts : Explicit visualization of relationships between data graphics, Computer Graphics Forum, vol.31, issue.3pt4, pp.1285-1294, 2012.

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, 2010.

P. Vickers, J. Faith, and N. Rossiter, Understanding visualization : A formal approach using category theory and semiotics, IEEE Transactions on Visualization and Computer Graphics, vol.19, issue.6, pp.1048-1061, 2013.

M. Voigt, M. Franke, and K. Meissner, Using expert and empirical knowledge for context-aware recommendation of visualization components, Int. J. Adv. Life Sci, vol.5, pp.27-41, 2013.

S. Wehrend and C. Lewis, A problem-oriented classification of visualization techniques, Proceedings of the First IEEE Conference on Visualization : Visualization '90, vol.469, pp.139-143, 1990.

C. D. Wickens, D. H. Merwin, and E. L. Lin, Implications of graphics enhancements for the visualization of scientific data : Dimensional integrality, stereopsis, motion, and mesh, Human Factors, vol.36, issue.1, pp.44-61, 1994.

L. Wilkinson, The Grammar of Graphics, 1999.
DOI : 10.1002/wics.118

W. Willett, B. Jenny, T. Isenberg, and P. Dragicevic, Lightweight relief shearing for enhanced terrain perception on interactive maps, Proceedings of the 33rd
DOI : 10.1145/2702123.2702172
URL : https://hal.archives-ouvertes.fr/hal-01105179

, Annual ACM Conference on Human Factors in Computing Systems, pp.3563-3572, 2015.

J. Wood, P. Isenberg, T. Isenberg, J. Dykes, N. Boukhelifa et al., Sketchy rendering for information visualization, IEEE Transactions on Visualization and Computer Graphics, vol.18, issue.12, pp.2749-2758, 2012.
DOI : 10.1109/tvcg.2012.262
URL : https://hal.archives-ouvertes.fr/hal-00720824