Concepedia

Attributed Graph Mining

Attributed Graph Mining is a subfield of graph mining that focuses on extracting patterns, relationships, and knowledge from graphs whose vertices and/or edges are associated with attribute data, thereby enabling richer analysis by integrating structural and attribute information.

58

Publications

3.4K

Citations

186

Authors

98

Institutions

Publications per year

2017–2026

30

Parents

Publications

58

A model-based approach to attributed graph clustering

Zhiqiang Xu, Yiping Ke, Yi Wang et al. · 2012 · 338 citations

, , +11

Effective community search for large attributed graphs

Yixiang Fang, Reynold Cheng, Siqiang Luo et al. · Proceedings of the VLDB Endowment · 2016 · 315 citations

, , +16

Attributed Graph Clustering via Adaptive Graph Convolution

Xiaotong Zhang, Han Liu, Qimai Li et al. · 2019 · 287 citations · Full text

, , +14

Fast best-effort pattern matching in large attributed graphs

Hanghang Tong, Christos Faloutsos, Brian Gallagher et al. · 2007 · 255 citations

, , +15

Focused clustering and outlier detection in large attributed graphs

Bryan Perozzi, Leman Akoglu, Patricia Iglesias Sánchez et al. · 2014 · 233 citations

, , +14

1–5 of 58

Authors

186

  1. PI
    Patricia Iglesias Sánchez

    Karlsruhe Institute of Technology, Germany

    4 publications · 402 citations

    4

    h-index

  2. EM
    Emmanuel Müller

    Karlsruhe Institute of Technology, Germany

    4 publications · 402 citations

    4

    h-index

  3. QZ
    Quanshi Zhang

    Shanghai Jiao Tong University, China

    3 publications · 51 citations

    3

    h-index

  4. MA
    Martin Atzmueller

    University of Kassel, Germany

    3 publications · 51 citations

    3

    h-index

  5. KB
    Klemens Böhm

    Karlsruhe Institute of Technology, Germany

    3 publications · 169 citations

    3

    h-index

1–5 of 186

Institutions

98

  1. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    6 publications

    105 citations

  2. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    7 publications

    509 citations

  3. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    3 h-index

    11 publications

    1.2K citations

  4. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    3 h-index

    10 publications

    1.3K citations

  5. Queensland University of Technology

    Brisbane, Australia

    2 h-index

    2 publications

    210 citations

  6. Ontario Tech University

    Oshawa, Canada

    2 h-index

    4 publications

    102 citations

  7. Technische Universität Berlin

    Berlin, Germany

    2 h-index

    3 publications

    189 citations

  8. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    7 publications

    411 citations

1–8 of 98

Venues

  1. Expert Systems with Applications

    3 publications · 87 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 73 citations

    3

    h-index

  3. Neurocomputing

    2 publications · 27 citations

    2

    h-index

  4. Knowledge-Based Systems

    2 publications · 57 citations

    2

    h-index

  5. Knowledge and Information Systems

    2 publications · 34 citations

    2

    h-index

1–5