Concepedia

Interpretability Of Clusters

Interpretability of Clusters is the extent to which the biological or functional meaning underlying cell subpopulations identified by clustering algorithms in single-cell data can be clearly understood and biologically validated by researchers.

50

Publications

4.1K

Citations

179

Authors

94

Institutions

Publications per year

2017–2026

25

Parents

Publications

50

Cluster analysis of multivariate data : efficiency versus interpretability of classifications

Edward W. Forgy · Biometrics · 1965 · 2.1K citations

, , +11

What are the true clusters?

Christian Hennig · Pattern Recognition Letters · 2015 · 269 citations · Full text

, , +10

Model-based deep embedding for constrained clustering analysis of single cell RNA-seq data

Tian Tian, Jie Zhang, Xiang Lin et al. · Nature Communications · 2021 · 148 citations · Full text

, , +15

Interpretable clustering: an optimization approach

Dimitris Bertsimas, Agni Orfanoudaki, Holly Wiberg · Machine Learning · 2020 · 117 citations · Full text

, , +12

Self-organizing map for cluster analysis of a breast cancer database

Mia K. Markey, Joseph Y. Lo, Georgia D. Tourassi et al. · Artificial Intelligence in Medicine · 2003 · 110 citations

, , +16

1–5 of 50

Authors

179

  1. FV
    Fedor V. Fomin

    University of Bergen, Norway

    2 publications · 39 citations

    2

    h-index

  2. PO
    Patrick O. Perry

    New York University, United States

    2 publications · 89 citations

    2

    h-index

  3. DB
    Dimitris Bertsimas

    Massachusetts Institute of Technology, United States

    2 publications · 138 citations

    2

    h-index

  4. PA
    Petr A. Golovach

    University of Bergen, Norway

    2 publications · 39 citations

    2

    h-index

  5. SB
    Sayan Bandyapadhyay

    University of Bergen, Norway

    2 publications · 39 citations

    2

    h-index

1–5 of 179

Institutions

94

  1. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    5 publications

    210 citations

  2. University of Bergen

    Bergen, Norway

    3 h-index

    9 publications

    170 citations

  3. Northwestern Polytechnical University

    Xi'an, China

    2 h-index

    8 publications

    304 citations

  4. New York University

    New York, United States

    2 h-index

    4 publications

    178 citations

  5. TU Wien

    Vienna, Austria

    1 h-index

    1 publications

    15 citations

  6. University of Groningen

    Groningen, The Netherlands

    1 h-index

    3 publications

    60 citations

  7. Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier

    Montpellier, France

    1 h-index

    1 publications

    24 citations

  8. Duke University Hospital

    Durham, United States

    1 h-index

    4 publications

    440 citations

1–8 of 94

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 53 citations

    3

    h-index

  2. Information Sciences

    2 publications · 83 citations

    2

    h-index

  3. Pattern Analysis and Applications

    2 publications · 82 citations

    2

    h-index

  4. Soft Computing

    2 publications · 29 citations

    2

    h-index

  5. Pattern Recognition

    2 publications · 41 citations

    2

    h-index

1–5