Concepedia

Cluster Exploration

Cluster Exploration is a methodological framework within cluster visualization and network exploration that systematically identifies, characterizes, and interprets coherent substructures in complex networks by integrating topological analysis with semantic labeling to facilitate meaningful, human-centric understanding of clustered data regions.

65

Publications

3.6K

Citations

245

Authors

124

Institutions

Publications per year

2017–2026

14

Parents

Publications

65

Using MCL to Extract Clusters from Networks

Stijn van Dongen, Cei Abreu‐Goodger · Methods in molecular biology · 2011 · 482 citations

, , +6

Exploring the sources of default clustering

Shahriar Azizpour, Kay Giesecke, Gustavo Schwenkler · Journal of Financial Economics · 2018 · 221 citations

, , +8

Integrating meta-path selection with user-guided object clustering in heterogeneous information networks

Yizhou Sun, Brandon Norick, Jiawei Han et al. · 2012 · 211 citations

, , +13

WordCloud: a Cytoscape plugin to create a visual semantic summary of networks

Layla Oesper, Daniele Merico, Ruth Isserlin et al. · Source Code for Biology and Medicine · 2011 · 185 citations · Full text

, , +15

PathSelClus

Yizhou Sun, Brandon Norick, Jiawei Han et al. · ACM Transactions on Knowledge Discovery from Data · 2013 · 173 citations

, , +16

1–5 of 65

Authors

245

  1. JH
    Jiawei Han

    University of Illinois Urbana-Champaign, United States

    4 publications · 456 citations

    4

    h-index

  2. XY
    Xifeng Yan

    University of California, Santa Barbara, United States

    3 publications · 414 citations

    3

    h-index

  3. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    3 publications · 414 citations

    3

    h-index

  4. YS
    Yizhou Sun

    University of California, Los Angeles, United States

    3 publications · 414 citations

    3

    h-index

  5. BN
    Brandon Norick

    University of Illinois Urbana-Champaign, United States

    3 publications · 414 citations

    3

    h-index

1–5 of 245

Institutions

124

  1. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    20 publications

    746 citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    14 publications

    1.7K citations

  3. University of Illinois Chicago

    Chicago, United States

    3 h-index

    3 publications

    414 citations

  4. University of California, Santa Barbara

    Santa Barbara, United States

    3 h-index

    3 publications

    414 citations

  5. Harvard University

    Cambridge, United States

    2 h-index

    2 publications

    38 citations

  6. Boston University

    Boston, United States

    2 h-index

    2 publications

    262 citations

  7. Laboratoire Bordelais de Recherche en Informatique

    Talence, France

    2 h-index

    4 publications

    53 citations

  8. University of Konstanz

    Konstanz, Germany

    2 h-index

    5 publications

    347 citations

1–8 of 124

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 6 publications · 331 citations

    6

    h-index

  2. Internet Mathematics

    2 publications · 83 citations

    2

    h-index

  3. Knowledge-Based Systems

    2 publications · 27 citations

    2

    h-index

  4. ACM Transactions on Knowledge Discovery from Data

    TKDD · 2 publications · 203 citations

    2

    h-index

  5. Neural Networks

    1 publications · 24 citations

    1

    h-index

1–5