Multivariate Data Representation

Prepare (do before class)




  • A. Inselberg, “Multidimensional Detective,” Proceedings of IEEE InfoVis ’97, pp. 100-107, 1997.
  • D. Keim, M. Hao, U. Dayal, and M. Hsu, “Pixel Bar Charts: A visualization technique for very large multi-attribute data sets”, Information Visualization, Vol. 1, No. 1, March 2002, pp. 20-34.
  • B. Alsallakh, L, Micallef, W. Aigner, H. Hauser, S. Miksch, P. Rodgers, “Visualizing Sets and Set-typed Data: State-of-the-Art and Future Challenges.” State-of-the-Art Reports of the Eurographics Conference on Visualization 2014 (EuroVis 2014), June 2014.
  • J.H.T. Claessen, J. van Wijk, “Flexible Linked Axes for Multivariate Data Visualization,” IEEE Trans. on Visualization and Computer Graphics, Vol. 17, No. 12, Dec. 2011, pp. 2310-2316.
  • S. Gratzl, A. Lex, N. Gehlenborg, H. Pfister, and M. Streit, “LineUp: Visual Analysis of Multi-Attribute Rankings”, IEEE Trans. on Visualization and Computer Graphics, Vol. 19, No. 12, pp. 2277-2286, Dec. 2013.
  • R. Rao and S.K. Card, “The Table Lens: Merging Graphical and Symbolic Representations in an Interactive Focus+Context Visualization for Tabluar Information”, Proceedings of ACM CHI ’94, Apr. 1994, pp. 318-322.
  • J.M. Rzeszotarski and A. Kittur. “Kinetica: naturalistic multi-touch data visualization.” Proc. of CHI ’14, pp. 897-906.
  • R. Spence and L. Tweedie, “The Attribute Explorer: information synthesis via exploration”, Interacting with Computers, Vol. 11, pp. 137-146, 1998.
  • M. Spenke, C. Beilken, T. Berlage, “FOCUS: The Interactive Table for Product Comparison and Selection.” Proceedings of ACM UIST ’96, Nov. 1996, pp. 41-50.
  • J. Yang, et al., “Value and Relation Display: Interactive Visual Exploration of Large Data Sets with Hundreds of Dimensions”, IEEE Trans. on Visualization and Computer Graphics, Vol. 13, No. 3, May-June. 2007, pp. 494-507.
  • J. S. Yi, R. Melton, J. Stasko, and J. Jacko, “Dust & Magnet: Multivariate Information Visualization using a Magnet Metaphor,” Information Visualization, Vol. 4, No. 4, Winter 2005, pp. 239-256.