Concepedia

Graph Anomaly Detection

Graph Anomaly Detection is a computational task within graph analytics that identifies rare, irregular, or suspicious patterns in graph-structured data that deviate significantly from expected structural or behavioral norms.

381

Publications

23.7K

Citations

1.2K

Authors

431

Institutions

Publications per year

2017–2026

232

Parents

Publications

381

Graph based anomaly detection and description: a survey

Leman Akoglu, Hanghang Tong, Danai Koutra · Data Mining and Knowledge Discovery · 2014 · 1.5K citations

, , +11

R-MAT: A Recursive Model for Graph Mining

Deepayan Chakrabarti, Yiping Zhan, Christos Faloutsos · 2004 · 1.3K citations · Full text

, , +15

Graph-based anomaly detection

Caleb C. Noble, Diane J. Cook · 2003 · 471 citations

, , +16

Fraud detection: A systematic literature review of graph-based anomaly detection approaches

Tahereh Pourhabibi, Kok‐Leong Ong, Booi Kam et al. · Decision Support Systems · 2020 · 406 citations · Full text

, , +17

Netprobe

Shashank Pandit, Duen Horng Chau, Samuel J. Wang et al. · 2007 · 383 citations

, , +14

1–5 of 381

Authors

1.2K

  1. CF
    Christos Faloutsos

    Carnegie Mellon University, United States

    32 publications · 4K citations

    26

    h-index

  2. LA
    Leman Akoglu

    Carnegie Mellon University, United States

    12 publications · 2.3K citations

    12

    h-index

  3. WE
    William Eberle

    Tennessee Technological University, United States

    10 publications · 499 citations

    10

    h-index

  4. BH
    Bryan Hooi

    National University of Singapore, Singapore

    9 publications · 539 citations

    9

    h-index

  5. LB
    Lawrence B. Holder

    The University of Texas at Arlington, United States

    8 publications · 449 citations

    8

    h-index

1–5 of 1.2K

Institutions

431

  1. Carnegie Mellon University

    Pittsburgh, United States

    35 h-index

    98 publications

    11.1K citations

  2. Chinese Academy of Sciences

    Beijing, China

    12 h-index

    25 publications

    1.2K citations

  3. Arizona State University

    Tempe, United States

    10 h-index

    16 publications

    1.7K citations

  4. Tsinghua University

    Beijing, China

    10 h-index

    24 publications

    1.5K citations

  5. Zhejiang University

    Hangzhou, China

    10 h-index

    21 publications

    932 citations

  6. Washington State University

    Pullman, United States

    8 h-index

    8 publications

    549 citations

  7. Tennessee Technological University

    Cookeville, United States

    8 h-index

    10 publications

    624 citations

  8. University of Chinese Academy of Sciences

    Beijing, China

    8 h-index

    21 publications

    1.1K citations

1–8 of 431

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 15 publications · 740 citations

    14

    h-index

  2. arXiv (Cornell University)

    Repository · 19 publications · 605 citations

    13

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 11 publications · 475 citations

    10

    h-index

  4. 9

    h-index

  5. IEEE Transactions on Signal Processing

    7 publications · 561 citations

    7

    h-index

1–5