Concepedia

Class Separation Visualization

Class Separation Visualization is a data visualization technique that distinguishes the degree to which different classes or categories are separated in multidimensional space by graphically representing their relative positions and densities in a scatterplot matrix.

6

Publications

107

Citations

17

Authors

8

Institutions

Publications per year

2017–2026

1

Parents

Publications

6

Using visual statistical inference to better understand random class separations in high dimension, low sample size data

Niladri Roy Chowdhury, Dianne Cook, Heike Hofmann et al. · Computational Statistics · 2014 · 24 citations

, , +13

PPtree: Projection pursuit classification tree

Yoon Dong Lee, Dianne Cook, Jiwon Park et al. · Electronic Journal of Statistics · 2013 · 21 citations · Full text

, , +16

Visual Analysis of Class Separations With Locally Linear Segments

Yuxin Ma, Ross Maciejewski · IEEE Transactions on Visualization and Computer Graphics · 2020 · 21 citations

, , +11

Systematic Methods for Multivariate Data Visualization and Numerical Assessment of Class Separability and Overlap in Automated Visual Industrial Quality Control

Andreas Koeinig, Olaf Bulmahn, Manfred Glesner · 1994 · 17 citations

, , +16

A Data-based Method for Harmonising Heterogeneous Data Modelling Techniques Across Data Mining Applications

Kassim Mwitondi, Raed A. Said · Journal of Statistics Applications & Probability · 2013 · 14 citations

, , +17

1–5 of 6

Authors

17

  1. DC
    Dianne Cook

    Iowa State University, United States

    2 publications · 45 citations

    2

    h-index

  2. EL
    Eun‐Kyung Lee

    Ewha Womans University, South Korea

    2 publications · 45 citations

    2

    h-index

  3. RA
    Raed A. Said

    Canadian University of Dubai, United Arab Emirates

    1 publications · 14 citations

    1

    h-index

  4. KM
    Kassim Mwitondi

    Sheffield Hallam University, United Kingdom

    1 publications · 14 citations

    1

    h-index

  5. NR
    Niladri Roy Chowdhury

    Iowa State University, United States

    1 publications · 24 citations

    1

    h-index

1–5 of 17

Institutions

8

  1. Iowa State University

    Ames, United States

    2 h-index

    5 publications

    117 citations

  2. Sheffield Hallam University

    Sheffield, United Kingdom

    1 h-index

    1 publications

    14 citations

  3. Ewha Womans University

    Seoul, South Korea

    1 h-index

    1 publications

    24 citations

  4. Arizona State University

    Tempe, United States

    1 h-index

    2 publications

    42 citations

  5. Sogang University

    Seoul, South Korea

    1 h-index

    1 publications

    21 citations

  6. University of Nebraska at Omaha

    Omaha, United States

    1 h-index

    1 publications

    24 citations

  7. Umm al-Qura University

    Makkah al Mukarramah, Saudi Arabia

    1 h-index

    1 publications

    10 citations

  8. Ewha Womans University Medical Center

    Seoul, South Korea

    1 h-index

    2 publications

    42 citations

1–8 of 8

Venues

  1. Electronic Journal of Statistics

    1 publications · 21 citations

    1

    h-index

  2. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 1 publications · 21 citations

    1

    h-index

  3. Computational Statistics

    1 publications · 24 citations

    1

    h-index

  4. Journal of Statistics Applications & Probability

    JSAP · 1 publications · 14 citations

    1

    h-index

1–4