Skip to main content
Springer Nature Link
Log in

Detection of Linear Relationship among Dimensions in Multivariate Data by Parallel Coordinates

  • Conference paper
AsiaSim 2012 (AsiaSim 2012)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 323))

Included in the following conference series:

Abstract

When visualizing multivariate data as parallel coordinates, although it is convenient to view the relationship between two adjacent dimensions, the exploring of the relationships among three or more nonadjacent dimensions is relatively difficult. In this paper, we propose a way to solve this problem by using axis-translation method and axis-comparison method, which can keep the original positions of axes and exploring the relationships among three or more nonadjacent dimensions.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. d’Ocagne, M.: Coordonnées Parallèles et Axiales: Mthode de transformatio ngéométrique et procédé nouveau de calcul graphique déduits de la considération des coordonnées parallèlles. Gauthier-Villars, Paris (1885)

    Google Scholar 

  2. Inselberg, A.: The Plane with Parallel Coordinates. Visual Computer 1(4), 69–91 (1985)

    Article  MATH  Google Scholar 

  3. Wegman, E.J.: Hyperdimensional Data Analysis Using Parallel Coordinates. Journal of the American Statistical Association 85(411), 664–675 (1990)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Graduate School of Engineering, Kyoto University, Japan

    Chi Zhang, Naohisa Sakamoto & Koji Koyamada

Authors
  1. Chi Zhang
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Naohisa Sakamoto
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Koji Koyamada
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. National CIMS Engineering Research Center, Department of Automation, Tsinghua University, 100084, Beijing, China

    Tianyuan Xiao

  2. School of Automation Science and Electrical Engineering, Beihang University, 100191, Beijing, China

    Lin Zhang

  3. School of Mechatronics Engineering and Automation, Shanghai University, 200072, Shanghai, China

    Minrui Fei

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Zhang, C., Sakamoto, N., Koyamada, K. (2012). Detection of Linear Relationship among Dimensions in Multivariate Data by Parallel Coordinates. In: Xiao, T., Zhang, L., Fei, M. (eds) AsiaSim 2012. AsiaSim 2012. Communications in Computer and Information Science, vol 323. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34384-1_21

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-34384-1_21

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-34383-4

  • Online ISBN: 978-3-642-34384-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics