Concepedia

Outlier Detection Evaluation

Outlier Detection Evaluation is a methodological framework within outlier detection research that systematically assesses the performance and reliability of outlier identification techniques through standardized metrics and validation strategies.

470

Publications

45.6K

Citations

1.2K

Authors

563

Institutions

Publications per year

2017–2026

147

Parents

Publications

470

LOF

Markus Breunig, Hans‐Peter Kriegel, Raymond T. Ng et al. · ACM SIGMOD Record · 2000 · 5.2K citations

, , +6

Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median

Christophe Leys, Christophe Ley, Olivier Klein et al. · Journal of Experimental Social Psychology · 2013 · 4K citations · Full text

, , +12

LOF

Markus Breunig, Hans‐Peter Kriegel, Raymond T. Ng et al. · 2000 · 3.9K citations · Full text

, , +6

IsoplotR: A free and open toolbox for geochronology

Pieter Vermeesch · Geoscience Frontiers · 2018 · 3.4K citations · Full text

, , +13

Universal outlier detection for PIV data

Jerry Westerweel, Fulvio Scarano · Experiments in Fluids · 2005 · 1.2K citations

, , +11

1–5 of 470

Authors

1.2K

  1. AZ
    Arthur Zimek

    Ludwig-Maximilians-Universität München, Germany

    10 publications · 2.2K citations

    10

    h-index

  2. JS
    Jörg Sander

    University of Alberta, Canada

    8 publications · 10K citations

    8

    h-index

  3. SP
    Surendra P. Verma

    Universidad Nacional Autónoma de México, Mexico

    7 publications · 399 citations

    7

    h-index

  4. RJ
    Ricardo J. G. B. Campello

    Universidade de São Paulo, Brazil

    6 publications · 918 citations

    6

    h-index

  5. BI
    Boris Iglewicz

    Temple University, United States

    5 publications · 1.4K citations

    5

    h-index

1–5 of 1.2K

Institutions

563

  1. University of Alberta

    Edmonton, Canada

    10 h-index

    19 publications

    1.3K citations

  2. Universidad Nacional Autónoma de México

    Mexico City, Mexico

    7 h-index

    13 publications

    638 citations

  3. Ludwig-Maximilians-Universität München

    Munich, Germany

    7 h-index

    18 publications

    21.3K citations

  4. Texas A&M University

    College Station, United States

    6 h-index

    17 publications

    604 citations

  5. University of Waterloo

    Waterloo, Canada

    6 h-index

    13 publications

    417 citations

  6. Harvard University

    Cambridge, United States

    6 h-index

    14 publications

    2.9K citations

  7. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    18 publications

    1K citations

  8. Temple University

    Philadelphia, United States

    5 h-index

    6 publications

    1.4K citations

1–8 of 563

Venues

  1. Technometrics

    26 publications · 3K citations

    20

    h-index

  2. 10

    h-index

  3. arXiv (Cornell University)

    Repository · 9 publications · 163 citations

    9

    h-index

  4. 9

    h-index

  5. Expert Systems with Applications

    7 publications · 366 citations

    7

    h-index

1–5