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HandWiki. Interactive Visual Analysis. Encyclopedia. Available online: https://encyclopedia.pub/entry/28659 (accessed on 23 September 2026).
HandWiki. Interactive Visual Analysis. Encyclopedia. Available at: https://encyclopedia.pub/entry/28659. Accessed September 23, 2026.
HandWiki. "Interactive Visual Analysis" Encyclopedia, https://encyclopedia.pub/entry/28659 (accessed September 23, 2026).
HandWiki. (2022, October 10). Interactive Visual Analysis. In Encyclopedia. https://encyclopedia.pub/entry/28659
HandWiki. "Interactive Visual Analysis." Encyclopedia. Web. 10 October, 2022.
Interactive Visual Analysis
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The content is sourced from: https://handwiki.org/wiki/Interactive_visual_analysis

Interactive Visual Analysis (IVA) is a set of techniques for combining the computational power of computers with the perceptive and cognitive capabilities of humans, in order to extract knowledge from large and complex datasets. The techniques rely heavily on user interaction and the human visual system, and exist in the intersection between visual analytics and big data. It is a branch of data visualization. IVA is a suitable technique for analyzing high-dimensional data that has a large number of data points, where simple graphing and non-interactive techniques give an insufficient understanding of the information. These techniques involve looking at datasets through different, correlated views and iteratively selecting and examining features the user finds interesting. The objective of IVA is to gain knowledge which is not readily apparent from a dataset, typically in tabular form. This can involve generating, testing or verifying hypotheses, or simply exploring the dataset to look for correlations between different variables.

visual analytics high-dimensional data visualization

References

  1. Hauser, Helwig. "Generalizing focus+ context visualization." Scientific visualization: The visual extraction of knowledge from data. Springer Berlin Heidelberg, 2006. 305-327.
  2. Gresh, Donna L., et al. "WEAVE: A system for visually linking 3-D and statistical visualizations, applied to cardiac simulation and measurement data." Proceedings of the conference on Visualization'00. IEEE Computer Society Press, 2000.
  3. Doleisch, Helmut, Martin Gasser, and Helwig Hauser. "Interactive feature specification for focus+ context visualization of complex simulation data." Proceedings of the symposium on Data visualisation 2003. Eurographics Association, 2003.
  4. Doleisch, Helmut. Visual analysis of complex simulation data using multiple heterogenous views. 2004.
  5. Kehrer, Johannes. Interactive visual analysis of multi-faceted scientific data. PhD dissertation, Department of Informatics, University of Bergen, Norway, 2011.
  6. Konyha, Zoltán, et al. "Interactive visual analysis of families of curves using data aggregation and derivation." Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies. ACM, 2012.
  7. Matkovic, Krešimir, et al. "ComVis: A coordinated multiple views system for prototyping new visualization technology." Information Visualisation, 2008. IV'08. 12th International Conference. IEEE, 2008
  8. Roberts, Jonathan C. "State of the art: Coordinated & multiple views in exploratory visualization." Coordinated and Multiple Views in Exploratory Visualization, 2007. CMV'07. Fifth International Conference on. IEEE, 2007.
  9. Martin, Allen R., and Matthew O. Ward. "High dimensional brushing for interactive exploration of multivariate data." Proceedings of the 6th Conference on Visualization'95. IEEE Computer Society, 1995.
  10. Keim, Daniel A. "Information visualization and visual data mining." Visualization and Computer Graphics, IEEE Transactions on 8.1 (2002): 1-8.
  11. Doleisch, Helmut, and Helwig Hauser. "Smooth brushing for focus+ context visualization of simulation data in 3D." Journal of WSCG 10.1 (2002): 147-154.
  12. Lamping, John, Ramana Rao, and Peter Pirolli. "A focus+ context technique based on hyperbolic geometry for visualizing large hierarchies." Proceedings of the SIGCHI conference on Human factors in computing systems. ACM Press/Addison-Wesley Publishing Co., 1995.
  13. Konyha, Zoltan, et al. "Interactive visual analysis of families of function graphs." Visualization and Computer Graphics, IEEE Transactions on 12.6 (2006): 1373-1385.
  14. Interactive Visual Analysis of Scientific Data. Steffen Oeltze, Helmut Doleisch, Helwig Hauser, Gunther Weber. Presentation at IEEE VisWeek 2012, Seattle (WA), USA http://www.ii.uib.no/vis/publications/publication/2012/Hauser12VisTutorial
  15. Oeltze, Steffen, et al. "Interactive visual analysis of perfusion data." Visualization and Computer Graphics, IEEE Transactions on 13.6 (2007): 1392-1399.
  16. Doleisch, Helmut. "SimVis: Interactive visual analysis of large and time-dependent 3D simulation data." Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come. IEEE Press, 2007.
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