Concepedia

Supervised Anomaly Detection

Supervised Anomaly Detection is a supervised learning framework in which a model is trained on labeled data containing both normal and anomalous instances to distinguish between the two classes based on explicit class labels.

185

Publications

9.3K

Citations

671

Authors

303

Institutions

Publications per year

2017–2026

155

Parents

Publications

185

Toward Supervised Anomaly Detection

Nico Goernitz, Michael Kloft, Konrad Rieck et al. · Journal of Artificial Intelligence Research · 2013 · 374 citations · Full text

, , +10

Machine Learning Techniques for Anomaly Detection: An Overview

Salima Omar, Md Asri Ngadi, Hamid H. Jebur · International Journal of Computer Applications · 2013 · 337 citations · Full text

, , +16

ADBench: Anomaly Detection Benchmark

Songqiao Han, Xiyang Hu, Hailiang Huang et al. · SSRN Electronic Journal · 2022 · 252 citations · Full text

, , +13

Opprentice

Dapeng Liu, Youjian Zhao, Haowen Xu et al. · 2015 · 250 citations

, , +12

K-Means+ID3: A Novel Method for Supervised Anomaly Detection by Cascading K-Means Clustering and ID3 Decision Tree Learning Methods

Vir V. Phoha, Kiran S. Balagani · IEEE Transactions on Knowledge and Data Engineering · 2007 · 212 citations

, , +17

1–5 of 185

Authors

671

  1. CS
    Chunhua Shen

    The University of Adelaide, Australia

    4 publications · 290 citations

    4

    h-index

  2. GP
    Guansong Pang

    Singapore Management University, Singapore

    4 publications · 290 citations

    4

    h-index

  3. SR
    Stefania Russo

    ETH Zurich, Switzerland

    2 publications · 110 citations

    2

    h-index

  4. CW
    Chengjie Wang

    Tencent (China), China

    2 publications · 116 citations

    2

    h-index

  5. JK
    Jinoh Kim

    East Texas A&M University, United States

    2 publications · 50 citations

    2

    h-index

1–5 of 671

Institutions

303

  1. ETH Zurich

    Zurich, Switzerland

    6 h-index

    15 publications

    1.3K citations

  2. The University of Adelaide

    Adelaide, Australia

    5 h-index

    9 publications

    785 citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    11 publications

    820 citations

  4. Oregon State University

    Corvallis, United States

    3 h-index

    12 publications

    852 citations

  5. Tencent (China)

    Shenzhen, China

    3 h-index

    7 publications

    409 citations

  6. University of Central Florida

    Orlando, United States

    3 h-index

    3 publications

    192 citations

  7. University of Padua

    Padua, Italy

    3 h-index

    5 publications

    165 citations

  8. University of California, Berkeley

    Berkeley, United States

    3 h-index

    4 publications

    233 citations

1–8 of 303

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 221 citations

    11

    h-index

  2. Sensors

    4 publications · 132 citations

    4

    h-index

  3. Neural Computing and Applications

    3 publications · 204 citations

    3

    h-index

  4. Multimedia Tools and Applications

    3 publications · 159 citations

    3

    h-index

  5. IEEE Access

    3 publications · 109 citations

    3

    h-index

1–5