Concepedia

Cluster Analysis Visualization

Cluster Analysis Visualization is a visual representation method that enables the exploration and interpretation of clustered structures in high-dimensional scientific data by spatially organizing data points according to their similarity, thereby distinguishing patterns, outliers, and relationships inherent in the clustering results.

312

Publications

45K

Citations

842

Authors

401

Institutions

Publications per year

2017–2026

60

Parents

Publications

312

Silhouettes: A graphical aid to the interpretation and validation of cluster analysis

Peter J. Rousseeuw · Journal of Computational and Applied Mathematics · 1987 · 20.7K citations

, , +7

ClustVis: a web tool for visualizing clustering of multivariate data using Principal Component Analysis and heatmap

Tauno Metsalu, Jaak Vilo · Nucleic Acids Research · 2015 · 3.9K citations · Full text

, , +17

Citation-based clustering of publications using CitNetExplorer and VOSviewer

Nees Jan van Eck, Ludo Waltman · Scientometrics · 2017 · 2.6K citations · Full text

, , +17

Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data

Stefano Monti, Pablo Tamayo, Jill P. Mesirov et al. · Machine Learning · 2003 · 2.2K citations · Full text

, , +15

Clustering trees: a visualization for evaluating clusterings at multiple resolutions

Luke Zappia, Alicia Oshlack · GigaScience · 2018 · 1.2K citations · Full text

, , +15

1–5 of 312

Authors

842

  1. JC
    James C. Bezdek

    University of West Florida, United States

    9 publications · 848 citations

    9

    h-index

  2. DA
    Daniel A. Keim

    University of Konstanz, Germany

    6 publications · 357 citations

    6

    h-index

  3. RJ
    Richard J. Hathaway

    Georgia Southern University, United States

    5 publications · 606 citations

    5

    h-index

  4. KR
    K. Rajendra Prasad

    Indian Institute of Science Bangalore, India

    5 publications · 82 citations

    5

    h-index

  5. GG
    Georges Grinstein

    University of Massachusetts Lowell, United States

    4 publications · 134 citations

    4

    h-index

1–5 of 842

Institutions

401

  1. University of Konstanz

    Konstanz, Germany

    6 h-index

    25 publications

    1.3K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    12 publications

    442 citations

  3. The University of Melbourne

    Melbourne, Australia

    6 h-index

    14 publications

    2.6K citations

  4. University of West Florida

    Pensacola, United States

    5 h-index

    10 publications

    894 citations

  5. University of Southern California

    Los Angeles, United States

    5 h-index

    9 publications

    199 citations

  6. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    5 publications

    384 citations

  7. University of California, Davis

    Davis, United States

    4 h-index

    11 publications

    463 citations

  8. Australian National University

    Canberra, Australia

    4 h-index

    8 publications

    160 citations

1–8 of 401

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 12 publications · 995 citations

    12

    h-index

  2. BMC Bioinformatics

    8 publications · 370 citations

    8

    h-index

  3. Bioinformatics

    7 publications · 212 citations

    7

    h-index

  4. Computer Graphics Forum

    5 publications · 451 citations

    5

    h-index

  5. 4

    h-index

1–5