Concepedia

Dynamic Graph Mining

Dynamic Graph Mining is a subfield of graph mining that focuses on extracting patterns, structures, and knowledge from graphs that evolve over time by explicitly modeling temporal dynamics and structural changes.

103

Publications

5.1K

Citations

342

Authors

170

Institutions

Publications per year

2017–2026

45

Parents

Publications

103

GraphScope

Jimeng Sun, Christos Faloutsos, Spiros Papadimitriou et al. · 2007 · 545 citations

, , +15

dyngraph2vec: Capturing network dynamics using dynamic graph representation learning

Palash Goyal, Sujit Rokka Chhetri, Arquimedes Canedo · Knowledge-Based Systems · 2019 · 466 citations · Full text

, , +11

Graph-based malware detection using dynamic analysis

Blake Anderson, Daniel Quist, Joshua Neil et al. · Journal in Computer Virology · 2011 · 296 citations

, , +11

Integrating safety and security resources to protect chemical industrial parks from man-made domino effects: A dynamic graph approach

Chao Chen, Genserik Reniers, Nima Khakzad · Reliability Engineering & System Safety · 2019 · 144 citations

, , +17

Pattern Mining in Frequent Dynamic Subgraphs

Karsten Borgwardt, Hans‐Peter Kriegel, Peter Wackersreuther · Proceedings · 2006 · 141 citations

, , +15

1–5 of 103

Authors

342

  1. LB
    Lawrence B. Holder

    The University of Texas at Arlington, United States

    5 publications · 123 citations

    5

    h-index

  2. LC
    Lei Chen

    Hong Kong University of Science and Technology, Hong Kong SAR China

    3 publications · 89 citations

    3

    h-index

  3. RA
    Rezwan Ahmed

    University of Minnesota, United States

    3 publications · 86 citations

    3

    h-index

  4. CF
    Christos Faloutsos

    Carnegie Mellon University, United States

    3 publications · 613 citations

    3

    h-index

  5. JX
    Jeffrey Xu Yu

    Chinese University of Hong Kong, Hong Kong SAR China

    3 publications · 106 citations

    3

    h-index

1–5 of 342

Institutions

170

  1. Washington State University

    Pullman, United States

    5 h-index

    12 publications

    310 citations

  2. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    13 publications

    343 citations

  3. Université Claude Bernard Lyon 1

    Villeurbanne, France

    4 h-index

    7 publications

    148 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    8 publications

    1.4K citations

  5. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    6 publications

    220 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    10 publications

    289 citations

  7. Ludwig-Maximilians-Universität München

    Munich, Germany

    3 h-index

    8 publications

    676 citations

  8. University of Illinois Chicago

    Chicago, United States

    3 h-index

    5 publications

    357 citations

1–8 of 170

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 5 publications · 272 citations

    5

    h-index

  2. Knowledge-Based Systems

    5 publications · 618 citations

    5

    h-index

  3. Expert Systems with Applications

    4 publications · 198 citations

    4

    h-index

  4. ACM Transactions on Knowledge Discovery from Data

    TKDD · 4 publications · 77 citations

    4

    h-index

  5. Knowledge and Information Systems

    4 publications · 176 citations

    4

    h-index

1–5