Concepedia

Cluster Summaries

Cluster Summaries is a data summarization technique that belongs to the class of clustering-based methods, distinguished by its generation of concise representations through the aggregation and condensation of information within identified data clusters.

40

Publications

1.8K

Citations

107

Authors

63

Institutions

Publications per year

2017–2026

9

Parents

Publications

40

CACTUS—clustering categorical data using summaries

Johannes Gehrke, Raghu Ramakrishnan · 1999 · 470 citations

, , +14

Cumulative Voting Consensus Method for Partitions with Variable Number of Clusters

Hanan Ayad, Mohamed S. Kamel · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · 232 citations

, , +17

Visualizing the structure of RNA-seq expression data using grade of membership models

Kushal K. Dey, Chiaowen Joyce Hsiao, Matthew Stephens · PLoS Genetics · 2017 · 188 citations · Full text

, , +13

Information navigation on the web by clustering and summarizing query results

Dmitri Roussinov, Hsinchun Chen · Information Processing & Management · 2001 · 93 citations · Full text

, , +14

Visual summaries of popular landmarks from community photo collections

Wei-Chao Chen, Agathe Battestini, Natasha Gelfand et al. · 2009 · 74 citations

, , +15

1–5 of 40

Authors

107

  1. MS
    Mohamed S. Kamel

    University of Waterloo, Canada

    3 publications · 304 citations

    3

    h-index

  2. DW
    Daniel Weiskopf

    University of Stuttgart, Germany

    2 publications · 41 citations

    2

    h-index

  3. ON
    Olfa Nasraoui

    University of Louisville, United States

    2 publications · 36 citations

    2

    h-index

  4. WC
    Wei-Chao Chen

    Nokia (United States), United States

    2 publications · 95 citations

    2

    h-index

  5. KM
    Khaled M. Hammouda

    University of Waterloo, Canada

    2 publications · 72 citations

    2

    h-index

1–5 of 107

Institutions

63

  1. University of Waterloo

    Waterloo, Canada

    3 h-index

    6 publications

    608 citations

  2. Nokia (United States)

    Coppell, United States

    2 h-index

    8 publications

    380 citations

  3. University of Pennsylvania

    Philadelphia, United States

    2 h-index

    3 publications

    54 citations

  4. Palo Alto Research Center

    Palo Alto, United States

    2 h-index

    8 publications

    380 citations

  5. University of Stuttgart

    Stuttgart, Germany

    2 h-index

    6 publications

    112 citations

  6. Drexel University

    Philadelphia, United States

    2 h-index

    2 publications

    39 citations

  7. University of Wisconsin–Madison

    Madison, United States

    1 h-index

    3 publications

    1.4K citations

  8. Syracuse University

    Syracuse, United States

    1 h-index

    1 publications

    93 citations

1–8 of 63

Venues

  1. BMC Bioinformatics

    2 publications · 83 citations

    2

    h-index

  2. Procedia Computer Science

    1 publications · 10 citations

    1

    h-index

  3. IEEE Transactions on Fuzzy Systems

    TFS · 1 publications · 14 citations

    1

    h-index

  4. PLoS Genetics

    1 publications · 188 citations

    1

    h-index

  5. 1

    h-index

1–5