Abstract
In this chapter, we first compare General Line Coordinates with other visualization methods that were not analyzed in the previous chapters yet. Then we summarize some comparisons that were presented in other chapters. Next, the hybrid approach that fuses General Line Coordinates with other methods is summarized along with the outline of the future research.
Science never solves a problem without creating ten more.
George Bernard Shaw
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Andrienko, G., Andrienko, N.: GIS visualization support to the C4.5 classification algorithm of KDD. In: Proceedings of the 19th International Cartographic Conference, pp. 747–755 (1999)
Blaas, J., Botha, C., Post, F.: Extensions of parallel coordinates for interactive exploration of large multi-timepoint data sets. IEEE Trans Visual Comput Graphics 14(6), 1436–1443 (2008)
Candan, K.S., Di Caro, L., Sapino, M.L., PhC: Multiresolution visualization and exploration of text corpora with parallel hierarchical coordinates. ACM Trans. Intell. Syst. Technol. 3(2), art. 22 (2012)
Chen, Y., Cai, J.-F., Shi, Y.-B., Chen, H.-Q.: Coordinated visual analytics method based on multiple views with parallel coordinates. Xitong Fangzhen Xuebao/J Syst Simul 25(1), 81–86 (2013)
Chernoff, H.: The use of faces to represent points in k-dimensional space graphically. J. Am. Stat. Assoc. 68, 361–68 (1973)
Chuah, M.C., Eick, S.G.: Information rich glyphs for software management data. IEEE Comput. Graphics Appl. 18(4), 24–29 (1998)
De Soete, G.: A perceptual study of the Flury-Riedwyl faces for graphically displaying multivariate data, International J. Man-Machine Stud. 25(5), 549–555 (1986). Montreal, Canada, ACM Press
Fua, Y., Ward, M.O., Rundensteiner, A.: Hierarchical parallel coordinates for exploration of large datasets. In: Proceedings of IEEE Visualization, pp. 43–50 (1999)
Grinstein, G., Pickett, R., Williams, M.G.: Exvis: an exploratory visualization environment. In: Graphics Interface 1989 Jun (Vol. 89, pp. 254–261)
Heinrich, J., Weiskopf, D.: State of the Art of Parallel Coordinates, EUROGRAPHICS 2013/ M. Sbert, L Szirmay-Kalos, 95–116 (2013)
Inselberg, A.: Parallel Coordinates: Visual Multidimensional Geometry and Its Applications. Springer (2009)
Kovalerchuk, B.: Visualization of multidimensional data with collocated paired coordinates and general line coordinates, In: SPIE Visualization and Data Analysis 2014, Proceedings of SPIE 9017, Paper 90170I, https://doi.org/10.1117/12.2042427. p. 15
Morris, C., Ebert, D., Rhengans, P.: An experimental analysis of the pre-attentiveness of features in Chernoff faces. In: Proceedings of Applied Imagery Pattern Recognition: 3D Visualization for Data Exploration and Decision Making (1999)
Moustafa, R., Wegman, E.: On some generalization to parallel coordinate plots. In: Seeing a Million—A Data Visualization Workshop, 41–48 (2002)
Pickett, R., Grinstein, G.: Iconographic displays for visualizing multidimensional data. In: Systems, Man, and Cybernetics, 1988. Proceedings of the 1988 IEEE International Conference on, pp. 514–519, (1988)
Schroeder, M.: Intelligent information integration: from infrastructure through consistency management to information visualization. In: Dykes J, MacEachren A.M, Kraak MJ. (eds.) Exploring Geovisualization 477–494 Elsevier (2005)
Spence, R.: Information Visualization, Harlow, London: Addison Wesley/ACM Press Books, p. 206 (2001)
Theisel, H.: Higher order parallel coordinates, In: Proceedings of the 5th Fall Workshop on Vision, Modeling, and Visualization, 415–420, Saarbrucken, Germany (2000)
Tominski, C., Abello, J., Schumann, H.: Axes-based visualizations with radial layouts, In: Proceedings of the 2004 ACM symposium on Applied computing, 1242–1247 (2004)
Tufte, E.R., Robins, D.: Visual explanations, Graphics Press (1997)
Viau, C., McGuffin, M.J., Chiricota, Y., Jurisica, I.: The FlowVizMenu and parallel scatterplot matrix: Hybrid multidimensional visualizations for network exploration. IEEE Trans Visual Comput Graphics 16(6), 1100–1108 (2010)
Yang, J., Peng, W., Ward, M.O.: Rundensteiner EA. Interactive hierarchical dimension ordering, spacing and filtering for exploration of high dimensional datasets. In: Information Visualization, 2003. INFOVIS 2003. IEEE Symposium on 2003, pp. 105–112. IEEE
Yuan, X., Guo, P., Xiao, H., Zhou, H., Qu, H.: Scattering points in parallel coordinates. IEEE Trans Visual Comput Graphics 15(6), 1001–1008 (2009)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this chapter
Cite this chapter
Kovalerchuk, B. (2018). Comparison and Fusion of Methods and Future Research. In: Visual Knowledge Discovery and Machine Learning. Intelligent Systems Reference Library, vol 144. Springer, Cham. https://doi.org/10.1007/978-3-319-73040-0_13
Download citation
DOI: https://doi.org/10.1007/978-3-319-73040-0_13
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-73039-4
Online ISBN: 978-3-319-73040-0
eBook Packages: EngineeringEngineering (R0)