Concepedia

Subsequence Anomaly Detection

Subsequence Anomaly Detection is a method within the field of time series anomaly detection that identifies anomalous patterns by analyzing variable-length segments of the time series, distinguishing itself from point-based or window-level approaches through its focus on detecting irregular temporal subsequences that deviate significantly from normal behavioral motifs.

68

Publications

5.1K

Citations

191

Authors

81

Institutions

Publications per year

2017–2026

41

Parents

Publications

68

Anomaly Detection for Discrete Sequences: A Survey

Varun Chandola, Arindam Banerjee, Vipin Kumar · IEEE Transactions on Knowledge and Data Engineering · 2010 · 711 citations · Full text

, , +8

HOT SAX: Efficiently Finding the Most Unusual Time Series Subsequence

Eamonn Keogh, Jessica Lin, A.W.-C. Fu · 2006 · 703 citations

, , +8

Anomaly detection in time series

Sebastian Schmidl, Phillip Wenig, Thorsten Papenbrock · Proceedings of the VLDB Endowment · 2022 · 503 citations

, , +8

Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins

Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari et al. · 2016 · 229 citations · Full text

, , +16

Stream Monitoring under the Time Warping Distance

Yasushi Sakurai, Christos Faloutsos, Masashi Yamamuro · 2007 · 227 citations

, , +15

1–5 of 68

Authors

191

  1. EK
    Eamonn Keogh

    University of California, Riverside, United States

    8 publications · 1.4K citations

    9

    h-index

  2. TP
    Themis Palpanas

    Université Paris Cité, France

    6 publications · 316 citations

    6

    h-index

  3. PB
    Paul Boniol

    Université Paris Cité, France

    6 publications · 316 citations

    6

    h-index

  4. JL
    Jessica Lin

    George Mason University, United States

    3 publications · 996 citations

    3

    h-index

  5. WP
    Witold Pedrycz

    University of Alberta, Canada

    3 publications · 201 citations

    3

    h-index

1–5 of 191

Institutions

81

  1. University of California, Riverside

    Riverside, United States

    8 h-index

    28 publications

    4K citations

  2. Université Paris Cité

    Paris, France

    5 h-index

    17 publications

    904 citations

  3. Ames Research Center

    Mountain View, United States

    3 h-index

    4 publications

    276 citations

  4. Zhejiang Gongshang University

    Hangzhou, China

    3 h-index

    5 publications

    378 citations

  5. Laboratoire Informatique Paris Descartes

    Paris, France

    3 h-index

    10 publications

    544 citations

  6. Michigan State University

    East Lansing, United States

    3 h-index

    6 publications

    358 citations

  7. National Taiwan University of Science and Technology

    Taipei, Taiwan

    3 h-index

    7 publications

    169 citations

  8. LIP6

    Paris, France

    3 h-index

    9 publications

    448 citations

1–8 of 81

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 7 publications · 749 citations

    7

    h-index

  2. IEEE Access

    6 publications · 188 citations

    6

    h-index

  3. Expert Systems with Applications

    2 publications · 64 citations

    2

    h-index

  4. Applied Sciences

    2 publications · 44 citations

    2

    h-index

  5. Knowledge and Information Systems

    2 publications · 315 citations

    2

    h-index

1–5