Concepedia

Anomaly Explanation

Anomaly Explanation is a scholarly contribution in the field of time series analysis that formally constitutes a method, model, framework, or construct designed to identify, interpret, and justify the underlying causes or contextual significance of detected anomalies, thereby distinguishing it from mere anomaly detection by providing human-understandable, domain-relevant rationales for anomalous behavior.

114

Publications

6.9K

Citations

271

Authors

155

Institutions

Publications per year

2017–2026

36

Parents

Publications

114

Graph Neural Network-Based Anomaly Detection in Multivariate Time Series

Ailin Deng, Bryan Hooi · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 1.1K citations · Full text

, , +17

Explaining anomalies detected by autoencoders using Shapley Additive Explanations

Liat Antwarg, Ronnie Mindlin Miller, Bracha Shapira et al. · Expert Systems with Applications · 2021 · 446 citations

, , +11

Updated global analysis of neutrino oscillations in the presence of eV-scale sterile neutrinos

Mona Dentler, Álvaro Hernández-Cabezudo, Joachim Kopp et al. · Journal of High Energy Physics · 2018 · 362 citations · Full text

, , +8

An empirical test of a taxonomy of responses to anomalous data in science

Clark A. Chinn, William F. Brewer · Journal of Research in Science Teaching · 1998 · 346 citations

, , +12

Simultaneous explanation of R(D (∗)) and b→sμ + μ −: the last scalar leptoquarks standing

Andreas Crivellin, Dario Müller, Toshihiko Ota · Journal of High Energy Physics · 2017 · 342 citations · Full text

, , +16

1–5 of 114

Authors

271

  1. CA
    Clark A. Chinn

    Rutgers, The State University of New Jersey, United States

    3 publications · 396 citations

    3

    h-index

  2. WF
    William F. Brewer

    University of Illinois Urbana-Champaign, United States

    3 publications · 396 citations

    3

    h-index

  3. SG
    Shlok Gondalia

    Colorado State University, United States

    2 publications · 75 citations

    2

    h-index

  4. MG
    Michael G. Kahn

    University of Colorado Denver, United States

    2 publications · 75 citations

    2

    h-index

  5. BH
    Bryan Hooi

    National University of Singapore, Singapore

    2 publications · 1.2K citations

    2

    h-index

1–5 of 271

Institutions

155

  1. European Organization for Nuclear Research

    Geneva, Switzerland

    4 h-index

    4 publications

    568 citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    4 publications

    177 citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    3 publications

    400 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    5 publications

    119 citations

  5. Fermi National Accelerator Laboratory

    Batavia, United States

    2 h-index

    4 publications

    512 citations

  6. University of Cambridge

    Cambridge, United Kingdom

    2 h-index

    6 publications

    114 citations

  7. Los Alamos National Laboratory

    Los Alamos, United States

    2 h-index

    2 publications

    26 citations

  8. University of Colorado Anschutz Medical Campus

    Aurora, United States

    2 h-index

    2 publications

    75 citations

1–8 of 155

Venues

  1. Journal of High Energy Physics

    JHEP · 7 publications · 1K citations

    7

    h-index

  2. arXiv (Cornell University)

    Repository · 5 publications · 133 citations

    5

    h-index

  3. Physical review. D/Physical review. D.

    PRD · 3 publications · 59 citations

    3

    h-index

  4. Physics Letters B

    3 publications · 84 citations

    3

    h-index

  5. Choice Reviews Online

    CRO · 3 publications · 111 citations

    3

    h-index

1–5