Concepedia

Cluster Separation Visualization

Cluster Separation Visualization is a visual representation technique that specifically emphasizes the spatial distinction and relative positioning among clusters in a reduced-dimensional space to facilitate the interpretability of clustering results.

8

Publications

477

Citations

29

Authors

18

Institutions

Publications per year

2017–2026

3

Parents

Publications

8

Empirical Guidance on Scatterplot and Dimension Reduction Technique Choices

Michael Sedlmair, Tamara Munzner, Melanie Tory · IEEE Transactions on Visualization and Computer Graphics · 2013 · 183 citations

, , +16

Simultaneous model-based clustering and visualization in the Fisher discriminative subspace

Statistics and Computing · 2011 · 104 citations · Full text

, , +12

Visualization of labeled data using linear transformations

Yehuda Koren, Liran Carmel · 2003 · 71 citations

, , +17

An Empirical Approach for Extreme Behavior Identification through Tweets Using Machine Learning

Waqas Sharif, Shahzad Mumtaz, Zubair Shafiq et al. · Applied Sciences · 2019 · 44 citations · Full text

, , +11

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

1–5 of 8

Authors

29

  1. TK
    Thomas Kierspel

    Center for Free-Electron Laser Science, Germany

    1 publications · 21 citations

    1

    h-index

  2. ST
    Sebastian Trippel

    Center for Free-Electron Laser Science, Germany

    1 publications · 21 citations

    1

    h-index

  3. AL
    Amy L. Toth

    Iowa State University, United States

    1 publications · 24 citations

    1

    h-index

  4. DG
    Dan Grandér

    Karolinska Institutet, Sweden

    1 publications · 15 citations

    1

    h-index

  5. MM
    Mahbubul Majumder

    Iowa State University, United States

    1 publications · 24 citations

    1

    h-index

1–5 of 29

Institutions

18

  1. Université d'Évry Val-d'Essonne

    Évry-Courcouronnes, France

    1 h-index

    1 publications

    104 citations

  2. Iowa State University

    Ames, United States

    1 h-index

    4 publications

    96 citations

  3. University of Vienna

    Vienna, Austria

    1 h-index

    1 publications

    183 citations

  4. Center for Free-Electron Laser Science

    Hamburg, Germany

    1 h-index

    6 publications

    126 citations

  5. Islamia University of Bahawalpur

    Bahawalpur, Pakistan

    1 h-index

    6 publications

    264 citations

  6. Ewha Womans University

    Seoul, South Korea

    1 h-index

    1 publications

    24 citations

  7. Weizmann Institute of Science

    Rehovot, Israel

    1 h-index

    2 publications

    142 citations

  8. Universität Hamburg

    Hamburg, Germany

    1 h-index

    6 publications

    126 citations

1–8 of 18

Venues

  1. International Journal of Engineering

    1 publications · 15 citations

    1

    h-index

  2. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 1 publications · 183 citations

    1

    h-index

  3. Bioinformatics

    1 publications · 15 citations

    1

    h-index

  4. Chemical Physics Letters

    1 publications · 21 citations

    1

    h-index

  5. Computational Statistics

    1 publications · 24 citations

    1

    h-index

1–5