Concepedia

Multilayer Community Detection

Multilayer Community Detection is a community detection framework that extends traditional single-layer network analysis by identifying cohesive subgroups across multiple interconnected layers of relationships, where each layer represents a distinct type or mode of interaction among the same set of entities.

56

Publications

2.3K

Citations

186

Authors

132

Institutions

Publications per year

2017–2026

48

Parents

Publications

56

A survey of community detection methods in multilayer networks

Xinyu Huang, Dongming Chen, Tao Ren et al. · Data Mining and Knowledge Discovery · 2020 · 174 citations · Full text

, , +11

A Survey of Community Detection in Complex Networks Using Nonnegative Matrix Factorization

Chaobo He, Xiang Fei, Qiwei Cheng et al. · IEEE Transactions on Computational Social Systems · 2021 · 123 citations · Full text

, , +11

Ensemble-based community detection in multilayer networks

Andrea Tagarelli, Alessia Amelio, Francesco Gullo · Data Mining and Knowledge Discovery · 2017 · 90 citations

, , +10

Identification of communities in urban mobility networks using multi-layer graphs of network traffic

Mehmet Yildirimoḡlu, Jiwon Kim · Transportation Research Part C Emerging Technologies · 2018 · 89 citations

, , +17

Community detection in large-scale social networks: state-of-the-art and future directions

Mehdi Azaouzi, Delel Rhouma, Lotfi Ben Romdhane · Social Network Analysis and Mining · 2019 · 84 citations

, , +13

1–5 of 56

Authors

186

  1. MR
    Martin Rosvall

    Umeå University, Sweden

    2 publications · 102 citations

    2

    h-index

  2. LA
    Laura Astolfi

    Sapienza University of Rome, Italy

    2 publications · 49 citations

    2

    h-index

  3. MP
    Manuela Petti

    Sapienza University of Rome, Italy

    2 publications · 49 citations

    2

    h-index

  4. DT
    Dane Taylor

    University at Buffalo, State University of New York, United States

    2 publications · 116 citations

    2

    h-index

  5. MY
    Mehmet Yildirimoḡlu

    The University of Queensland, Australia

    2 publications · 133 citations

    2

    h-index

1–5 of 186

Institutions

132

  1. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    3 h-index

    7 publications

    263 citations

  2. Imperial College London

    London, United Kingdom

    3 h-index

    3 publications

    118 citations

  3. The Ohio State University

    Columbus, United States

    3 h-index

    3 publications

    44 citations

  4. Fondazione Santa Lucia

    Rome, Italy

    2 h-index

    4 publications

    121 citations

  5. Institute for Research in Fundamental Sciences

    Tehran, Iran

    2 h-index

    2 publications

    48 citations

  6. Sapienza University of Rome

    Rome, Italy

    2 h-index

    6 publications

    147 citations

  7. Stanford University

    Stanford, United States

    2 h-index

    5 publications

    176 citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    2 publications

    26 citations

1–8 of 132

Venues

  1. PLoS ONE

    4 publications · 183 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 59 citations

    4

    h-index

  3. Data Mining and Knowledge Discovery

    2 publications · 264 citations

    2

    h-index

  4. The Annals of Statistics

    2 publications · 90 citations

    2

    h-index

  5. Nature Communications

    1 publications · 17 citations

    1

    h-index

1–5