Concepedia

Outlier Features

Outlier Features is a type of time series feature that captures anomalous data points or extreme deviations from the expected pattern within a temporal sequence, distinguished by its specific focus on identifying and quantifying irregular observations that may indicate noise, measurement error, or significant events.

130

Publications

7.1K

Citations

467

Authors

238

Institutions

Publications per year

2017–2026

67

Parents

Publications

130

Outlier Treatment in Data Merging

R. H. Blessing · Journal of Applied Crystallography · 1997 · 1.3K citations

, , +16

Feature bagging for outlier detection

Aleksandar Lazarević, Vipin Kumar · 2005 · 659 citations

, , +17

Oriented RepPoints for Aerial Object Detection

Wentong Li, Yijie Chen, Kaixuan Hu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 492 citations

, , +13

Features and performance of some outlier detection methods

Giulio Barbato, Emanuele Modesto Barini, Gianfranco Genta et al. · Journal of Applied Statistics · 2011 · 232 citations

, , +16

Large-Scale Unusual Time Series Detection

Rob J. Hyndman, Earo Wang, Nikolay Laptev · 2015 · 193 citations

, , +14

1–5 of 130

Authors

467

  1. XH
    Xia Hu

    Texas A&M University, United States

    3 publications · 84 citations

    3

    h-index

  2. JC
    Jerry Chun‐Wei Lin

    Western Norway University of Applied Sciences, Norway

    2 publications · 101 citations

    2

    h-index

  3. DK
    David Kaeli

    Northeastern University, United States

    2 publications · 47 citations

    2

    h-index

  4. RJ
    Rob J. Hyndman

    Monash University, Australia

    2 publications · 230 citations

    2

    h-index

  5. TS
    Thomas S. Huang

    University of Illinois Urbana-Champaign, United States

    2 publications · 24 citations

    2

    h-index

1–5 of 467

Institutions

238

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    9 publications

    347 citations

  2. Texas A&M University

    College Station, United States

    3 h-index

    7 publications

    232 citations

  3. Monash University

    Melbourne, Australia

    3 h-index

    5 publications

    491 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    5 publications

    221 citations

  5. University of California, Davis

    Davis, United States

    3 h-index

    5 publications

    183 citations

  6. The University of Queensland

    Brisbane, Australia

    2 h-index

    7 publications

    163 citations

  7. Queensland University of Technology

    Brisbane, Australia

    2 h-index

    4 publications

    120 citations

  8. SINTEF

    Trondheim, Norway

    2 h-index

    2 publications

    101 citations

1–8 of 238

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 96 citations

    5

    h-index

  2. Quarterly Journal of the Geological Society

    3 publications · 74 citations

    3

    h-index

  3. IEEE Transactions on Image Processing

    2 publications · 95 citations

    2

    h-index

  4. 2

    h-index

  5. Applied Sciences

    2 publications · 68 citations

    2

    h-index

1–5