Concepedia

Anomaly Scoring

Anomaly Scoring is a computational method that quantifies the degree to which a data point in a time series deviates from expected behavior, distinguishing itself from other anomaly detection techniques by producing a continuous, interpretable score that reflects the likelihood or severity of anomalous behavior rather than yielding a binary classification.

69

Publications

4K

Citations

246

Authors

112

Institutions

Publications per year

2017–2026

55

Parents

Publications

69

Extended Isolation Forest

Sahand Hariri, M. Carrasco Kind, Robert J. Brunner · IEEE Transactions on Knowledge and Data Engineering · 2019 · 462 citations · Full text

, , +15

Evaluating Real-Time Anomaly Detection Algorithms -- The Numenta Anomaly Benchmark

Alexander Lavin, Subutai Ahmad · 2015 · 444 citations · Full text

, , +16

Deep Anomaly Detection with Deviation Networks

Guansong Pang, Chunhua Shen, Anton van den Hengel · 2019 · 439 citations · Full text

, , +15

Data mining approach to shipping route characterization and anomaly detection based on AIS data

Hao Rong, A.P. Teixeira, C. Guedes Soares · Ocean Engineering · 2020 · 228 citations

, , +16

Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks

Ping Liu, Haowen Xu, Qianyu Ouyang et al. · 2020 · 204 citations

, , +16

1–5 of 69

Authors

246

  1. GP
    Guansong Pang

    Singapore Management University, Singapore

    4 publications · 636 citations

    4

    h-index

  2. LH
    Luc Hendriks

    Radboud University Nijmegen, Netherlands

    3 publications · 132 citations

    3

    h-index

  3. SC
    S. Caron

    Radboud University Nijmegen, Netherlands

    3 publications · 132 citations

    3

    h-index

  4. CS
    Chunhua Shen

    The University of Adelaide, Australia

    3 publications · 614 citations

    3

    h-index

  5. SO
    Sydney Otten

    Instituto de Física Corpuscular, Spain

    2 publications · 72 citations

    2

    h-index

1–5 of 246

Institutions

112

  1. The University of Adelaide

    Adelaide, Australia

    4 h-index

    12 publications

    1.6K citations

  2. Radboud University Nijmegen

    Nijmegen, The Netherlands

    3 h-index

    9 publications

    352 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    7 publications

    269 citations

  4. National Institute for Subatomic Physics

    Amsterdam, The Netherlands

    2 h-index

    3 publications

    92 citations

  5. Université Paris Cité

    Paris, France

    2 h-index

    4 publications

    304 citations

  6. Nankai University

    Tianjin, China

    2 h-index

    2 publications

    273 citations

  7. Electronics and Telecommunications Research Institute

    Daejeon, South Korea

    2 h-index

    8 publications

    236 citations

  8. University of Chicago

    Chicago, United States

    2 h-index

    6 publications

    384 citations

1–8 of 112

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 410 citations

    8

    h-index

  2. IEEE Access

    4 publications · 142 citations

    5

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 487 citations

    2

    h-index

  4. The VLDB Journal

    1 publications · 16 citations

    1

    h-index

  5. The Astronomical Journal

    AJ · 1 publications · 27 citations

    1

    h-index

1–5