Concepedia

Cluster Analysis

Cluster Analysis is a statistical method that partitions a set of objects into groups, or clusters, such that objects within the same cluster are more similar to each other than to those in other clusters, based on defined similarity metrics.

20.8K

Publications

1.3M

Citations

73.1K

Authors

11.5K

Institutions

Publications per year

2017–2026

6.3K

Parents

Publications

20.8K

Multivariate Data Analysis.

H. Herne, William W. Cooley, Paul R. Lohnes · Journal of the Royal Statistical Society Series A (General) · 1973 · 35.9K citations

, , +13

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

Cluster analysis and display of genome-wide expression patterns

Michael B. Eisen, Paul T. Spellman, Patrick O. Brown et al. · Proceedings of the National Academy of Sciences · 1998 · 16.4K citations

, , +17

Algorithm AS 136: A K-Means Clustering Algorithm

J. A. Hartigan, M. Anthony Wong · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1979 · 14.4K citations

, , +9

Finding groups in data: an introduction to cluster analysis

Choice Reviews Online · 1991 · 10.6K citations

, , +16

1–5 of 20.8K

Authors

73.1K

  1. JC
    James C. Bezdek

    University of West Florida, United States

    36 publications · 7.7K citations

    25

    h-index

  2. MY
    Miin‐Shen Yang

    Chung Yuan Christian University, Taiwan

    20 publications · 2.1K citations

    19

    h-index

  3. RK
    Roger K. Blashfield

    University of Florida, United States

    19 publications · 4.4K citations

    18

    h-index

  4. SB
    Sanghamitra Bandyopadhyay

    Indian Statistical Institute, India

    20 publications · 4K citations

    17

    h-index

  5. DS
    Douglas Steinley

    University of Missouri, United States

    19 publications · 2.9K citations

    17

    h-index

1–5 of 73.1K

Institutions

11.5K

  1. Centre National de la Recherche Scientifique

    Paris, France

    55 h-index

    621 publications

    324.6K citations

  2. Harvard University

    Cambridge, United States

    48 h-index

    236 publications

    18.3K citations

  3. University of Washington

    Seattle, United States

    48 h-index

    188 publications

    20.5K citations

  4. University College London

    London, United Kingdom

    47 h-index

    190 publications

    44.2K citations

  5. Michigan State University

    East Lansing, United States

    46 h-index

    191 publications

    14.9K citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    45 h-index

    143 publications

    11.5K citations

  7. University of Minnesota

    Minneapolis, United States

    44 h-index

    199 publications

    24.7K citations

  8. Inserm

    Paris, France

    43 h-index

    373 publications

    25.4K citations

1–8 of 11.5K

Venues

  1. PLoS ONE

    211 publications · 9.7K citations

    54

    h-index

  2. IEEE Transactions on Fuzzy Systems

    TFS · 70 publications · 8.9K citations

    46

    h-index

  3. PubMed

    Repository · 242 publications · 8.2K citations

    44

    h-index

  4. Crop Science

    82 publications · 5.8K citations

    43

    h-index

  5. Sustainability

    190 publications · 6.2K citations

    42

    h-index

1–5