Exploratory analysis of time-series with chronolenses

IEEE Transactions on Visualization and Computer Graphics

Volumn 17, Issue 12, 2011, Pages 2422-2431

  Zhao, Jian ^a   Chevalier, Fanny ^b   Pietriga, Emmanuel ^c   Balakrishnan, Ravin ^a  

^a UNIVERSITY OF TORONTO   (Canada)

^b OCAD UNIVERSITY   (Canada)

^c INRIA   (France)

Author keywords

Exploratory Visualization; Focus+Context; Interaction Techniques; Lens; Time series Data

Indexed keywords

DATA POINTS; EXPLORATORY ANALYSIS; EXPLORATORY VISUALIZATIONS; FOCUS+CONTEXT; INTERACTION TECHNIQUES; LITTLE RESEARCH; MULTISCALES; ON-THE-FLY; TIME-PERIODS; TIME-SERIES DATA; USER ACTION; VERY HIGH RESOLUTION; VISUAL ANALYSIS; VISUAL REPRESENTATIONS; VISUALIZATION TECHNIQUE;

METADATA; VISUALIZATION;

TIME SERIES ANALYSIS;

EID: 80955143429     PISSN: 10772626     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVCG.2011.195     Document Type: Article

References (41)

1. W. Aigner, S. Miksch, W. Muller, H. Schumann, and C. Tominski. Visualizing Time-oriented Data-a Systematic View. Computers & Graphics, 31(3):401-409, June 2007. (Pubitemid 46726592)
2. W. Aigner, S. Miksch, W. M̈uller, H. Schumann, and C. Tominski. Visual Methods for Analyzing Time-Oriented Data. IEEE Transactions on Visualization and Computer Graphics, 14(1):47-60, 2008. (Pubitemid 350157879)
3. ALMA. Atacama large millimeter/submillimeter array, Last accessed: June 2011. http://www.almaobservatory.org.
4. N. Andrienko and G. Andrienko. Exploratory Analysis of Spatial and Temporal Data. Springer, 2006.
5. C. Appert, O. Chapuis, and E. Pietriga. High-precision Magnification Lenses. In Proceedings of the 28th international conference on Human factors in computing systems (CHI), pages 273-282. ACM, 2010.
6. R. Bade, S. Schlechtweg, and S. Miksch. Connecting Time-oriented Data and Information to a Coherent Interactive Visualization. In Proceedings of the SIGCHI conference on Human factors in computing systems (CHI), pages 105-112. ACM, 2004.
7. E. Bertini, P. Hertzog, and D. Lalanne. SpiralView: Towards Security Policies Assessment through Visual Correlation of Network Resources with Evolution of Alarms. In Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST), pages 139-146, 2007.
8. E. A. Bier, M. C. Stone, K. Pier,W. Buxton, and T. D. DeRose. Toolglass and Magic Lenses: the See-through Interface. In Proceedings of the Conference on Computer graphics and interactive techniques (SIGGRAPH), pages 73-80. ACM, 1993.
9. G. E. P. Box and D. R. Cox. An Analysis of Transformations. Journal of Royal Statistical Society, B26:211-246, 1964.
10. P. Buono, A. Aris, C. Plaisant, A. Khella, and B. Shneiderman. Interactive Pattern Search in Time Series. In Proceedings of Visualization and Data Analysis, pages 175-186, 2005. (Pubitemid 40949417)
11. M. S. T. Carpendale and C. Montagnese. A Framework for Unifying Presentation Space. In Proceedings of the 14th annual ACM symposium on User interface software and technology (UIST), pages 61-70. ACM, 2001. (Pubitemid 34991263)
12. A. Cockburn, A. Karlson, and B. B. Bederson. A Review of Overview+detail, Zooming, and Focus+context Interfaces. ACM Computing Surveys (CSUR), 41:1-31, 2009.
13. N. Elmqvist, P. Dragicevic, and J. Fekete. Color Lens: Adaptive Color Scale Optimization for Visual Exploration. IEEE Transactions on Visualization and Computer Graphics, 2010. In press, Rapid post.
14. K. Fishkin and M. C. Stone. Enhanced dynamic queries via movable filters. In Proceedings of the SIGCHI conference on Human factors in computing systems (CHI), pages 415-420. ACM/Addison-Wesley Publishing Co., 1995.
15. G.W. Furnas. Generalized Fisheye Views. In Proceedings of the SIGCHI conference on Human factors in computing systems (CHI), pages 16-23. ACM, 1986.
16. M. C. Hao, U. Dayal, D. A. Keim, and T. Schreck. Importance-Driven Visualization Layouts for Large Time Series Data. In Proceedings of the IEEE Symposium on Information Visualization (InfoVis), pages 203-210. IEEE Computer Society, 2005. (Pubitemid 44500057)
17. M. C. Hao, U. Dayal, D. A. Keim, and T. Schreck. Multi-Resolution Techniques for Visual Exploration of Large Time-Series Data. In EuroVis, pages 27-34, 2007.
18. J. Heer, N. Kong, and M. Agrawala. Sizing the Horizon: the Effects of Chart Size and Layering on the Graphical Perception of Time Series Visualizations. In Proceedings of the 27th international conference on Human factors in computing systems (CHI), pages 1303-1312. ACM, 2009.
19. H. Hochheiser and B. Shneiderman. Dynamic Query Tools for Time Series Data sets: TimeboxWidgets for Interactive Exploration. Information Visualization, 3(1):1-18, 2004.
20. J. J. Van Wijk. Cluster and Calendar based Visualization of Time Series Data. In Proceedings of the IEEE Symposium on Information Visualization (InfoVis), pages 4-9, 1999.
21. W. Javed and N. Elmqvist. Stack Zooming for Multi-focus Interaction in Time-series Data Visualization. In IEEE Pacific Visualization Symposium (PacificVis), pages 33-40, 2010.
22. W. Javed, B. McDonnel, and N. Elmqvist. Graphical Perception of Multiple Time Series. IEEE Transactions on Visualization and Computer Graphics, 16:927-934, 2010.
23. D. Keim. Information Visualization and Visual Data Mining. IEEE Transactions on Visualization and Computer Graphics, 8(1):1-8, January 2002. (Pubitemid 34573478)
24. D. Keim, F. Mansmann, J. Schneidewind, and H. Ziegler. Challenges in Visual Data Analysis. In Proceedings of the 10th International Conference on Information Visualization (IV), pages 9-16. IEEE, 2006.
25. R. Kincaid. Line Graph Explorer: Scalable Display of Line Graphs using Focus+context. In In Working Conference on Advanced Visual interfaces (AVI), pages 404-411. ACM, 2006. (Pubitemid 46600875)
26. R. Kincaid. SignalLens: Focus+Context Applied to Electronic Time Series. IEEE Transactions on Visualization and Computer Graphics, 16:900-907, 2010.
27. H. Lam, T. Munzner, and R. Kincaid. Overview Use in Multiple Visual Information Resolution Interfaces. IEEE Transactions on Visualization and Computer Graphics, 13:1278-1285, 2007. (Pubitemid 350076600)
28. J. Lin, E. Keogh, S. Lonardi, J. P. Lankford, and D. M. Nystrom. Visually mining and monitoring massive time series. In Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, pages 460-469. ACM, 2004. (Pubitemid 40114956)
29. R. Lopez-Hernandez, D. Guilmaine, M. McGuffin, and L. Barford. A Layer-oriented Interface for Visualizing Time-series Data from Oscilloscopes. In IEEE Pacific Visualization Symposium (PacificVis), pages 41-48, 2010.
30. H. Madsen. Time Series Analysis. Chapman & Hall/CRC, Nov. 2007.
31. P. McLachlan, T. Munzner, E. Koutsofios, and S. North. LiveRAC: Interactive Visual Exploration of System Management Time-series Data. In Proceeding of the twenty-sixth annual SIGCHI conference on Human factors in computing systems (CHI), pages 1483-1492. ACM, 2008.
32. W. M̈uller and H. Schumann. Visualization methods for time-dependant data-an overview. In Proceedings of the 2003 Winter Simulation Conference, pages 737-745, 2003.
33. E. Pietriga, O. Bau, and C. Appert. Representation-Independent In-Place Magnification with Sigma Lenses. IEEE Transactions on Visualization and Computer Graphics, 16(3):455-467, 2010.
34. J. Schwarz, E. Pietriga, M. Schilling, and P. Grosbol. Goodbye to WIMPs: A Scalable Interface for ALMA Operations. In I. N. Evans, A. Accomazzi, D. J. Mink, and A. H. Rots, editors, Astronomical Data Analysis Software and Systems (ADASS), ASP Conference Series. ASP, 2010.
35. B. Shneiderman. The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations. IEEE Symposium on Visual Languages (VL), pages 336-343, 1996.
36. S. F. Silva and T. Catarci. Visualization of Linear Time-Oriented Data: A Survey. In Proceedings of the International Conference on Web Information Systems Engineering (WISE), pages 310-319. IEEE, 2000.
37. E. R. Tufte. The Visual Display of Quantitative Information. Graphics Press, May 2001. 197 pages.
38. J. W. Tukey. Exploratory Data Analysis. Addison-Wesley, 1977.
39. C. Ware and M. Lewis. The DragMag image magnifier. In Conference companion on Human factors in computing systems (CHI), pages 407-408. ACM, 1995.
40. M. Weber, M. Alexa, and W. M̈uller. Visualizing Time-Series on Spirals. In Proceedings of the IEEE Symposium on Information Visualization (InfoVis), pages 7-13, 2001. (Pubitemid 33099020)
41. J. Zhao, F. Chevalier, and R. Balakrishnan. KronoMiner: Using Multi-Foci Navigation for the Visual Exploration of Time-Series Data. In Proceedings of the 29th international conference on Human factors in computing systems (CHI), pages 1737-1746. ACM, 2011.