Concepedia

Attributed Community Detection

Attributed Community Detection is a community detection paradigm that extends traditional graph-based clustering by incorporating node or edge attributes to identify densely connected groups of nodes while simultaneously considering the homogeneity of their associated attribute information.

54

Publications

2.5K

Citations

181

Authors

102

Institutions

Publications per year

2017–2026

47

Parents

Publications

54

Attribute-driven community search

Xin Huang, Laks V. S. Lakshmanan · Proceedings of the VLDB Endowment · 2017 · 241 citations

, , +14

Clustering attributed graphs: Models, measures and methods

Cécile Bothorel, Juan David Cruz Gomez, Matteo Magnani et al. · Network Science · 2015 · 240 citations · Full text

, , +12

Community Detection in Attributed Graphs: An Embedding Approach

Li Ye, Chaofeng Sha, Xin Huang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 236 citations · Full text

, , +10

A Multiobjective Evolutionary Algorithm Based on Structural and Attribute Similarities for Community Detection in Attributed Networks

Zhangtao Li, Jing Liu, Kai Wu · IEEE Transactions on Cybernetics · 2017 · 126 citations

, , +16

Network Embedding for Community Detection in Attributed Networks

Heli Sun, Fang He, Jianbin Huang et al. · ACM Transactions on Knowledge Discovery from Data · 2020 · 114 citations

, , +15

1–5 of 54

Authors

181

  1. XH
    Xin Huang

    Hong Kong Baptist University, Hong Kong SAR China

    5 publications · 576 citations

    5

    h-index

  2. JX
    Jeffrey Xu Yu

    Chinese University of Hong Kong, Hong Kong SAR China

    3 publications · 99 citations

    3

    h-index

  3. YL
    Yuefeng Li

    Queensland University of Technology, Australia

    2 publications · 184 citations

    2

    h-index

  4. ZL
    Zhixin Li

    Guangxi Normal University, China

    2 publications · 30 citations

    2

    h-index

  5. JH
    Jiafeng Hu

    University of Hong Kong, Hong Kong SAR China

    2 publications · 138 citations

    2

    h-index

1–5 of 181

Institutions

102

  1. Xidian University

    Xi'an, China

    4 h-index

    10 publications

    834 citations

  2. Université Sorbonne Paris Nord

    Villetaneuse, France

    3 h-index

    9 publications

    262 citations

  3. Hong Kong Baptist University

    Hong Kong, Hong Kong

    3 h-index

    3 publications

    496 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    6 publications

    531 citations

  5. University of Technology Sydney

    Sydney, Australia

    3 h-index

    3 publications

    61 citations

  6. University of Hong Kong

    Pok Fu Lam, Hong Kong

    3 h-index

    11 publications

    721 citations

  7. City University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    53 citations

  8. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    5 publications

    298 citations

1–8 of 102

Venues

  1. IEEE Transactions on Cybernetics

    4 publications · 273 citations

    4

    h-index

  2. Information Sciences

    3 publications · 148 citations

    3

    h-index

  3. Frontiers of Computer Science

    2 publications · 32 citations

    2

    h-index

  4. Neural Computing and Applications

    2 publications · 50 citations

    2

    h-index

  5. Expert Systems with Applications

    2 publications · 100 citations

    2

    h-index

1–5