Concepedia

Point Outlier Detection

Point Outlier Detection is a type of outlier detection method that identifies individual data instances significantly deviating from the majority of the dataset based on their intrinsic properties, without reference to temporal or contextual dependencies.

461

Publications

40K

Citations

1.9K

Authors

702

Institutions

Publications per year

2017–2026

170

Parents

Publications

461

IsoplotR: A free and open toolbox for geochronology

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

, , +13

Efficient algorithms for mining outliers from large data sets

Sridhar Ramaswamy, Rajeev Rastogi, Kyuseok Shim · ACM SIGMOD Record · 2000 · 1.9K citations

, , +16

Unmasking Multivariate Outliers and Leverage Points

Peter J. Rousseeuw, Bert C. van Zomeren · Journal of the American Statistical Association · 1990 · 1.4K citations

, , +15

Universal outlier detection for PIV data

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

, , +11

Efficient algorithms for mining outliers from large data sets

Sridhar Ramaswamy, Rajeev Rastogi, Kyuseok Shim · 2000 · 1.1K citations · Full text

, , +16

1–5 of 461

Authors

1.9K

  1. HK
    Hiroyuki Kitagawa

    University of Tsukuba, Japan

    6 publications · 959 citations

    6

    h-index

  2. CC
    Charų C. Aggarwal

    IBM (United States), United States

    6 publications · 1.8K citations

    6

    h-index

  3. LC
    Lei Cao

    Worcester Polytechnic Institute, United States

    4 publications · 193 citations

    4

    h-index

  4. BP
    Barnabás Póczos

    Carnegie Mellon University, United States

    4 publications · 889 citations

    4

    h-index

  5. JS
    Jeffrey S. Simonoff

    New York University, United States

    4 publications · 484 citations

    4

    h-index

1–5 of 1.9K

Institutions

702

  1. Carnegie Mellon University

    Pittsburgh, United States

    11 h-index

    28 publications

    6.1K citations

  2. Chinese Academy of Sciences

    Beijing, China

    8 h-index

    20 publications

    807 citations

  3. University of Tsukuba

    Tsukuba, Japan

    7 h-index

    11 publications

    1.1K citations

  4. Google (United States)

    Mountain View, United States

    6 h-index

    7 publications

    1.2K citations

  5. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    6 h-index

    9 publications

    208 citations

  6. ETH Zurich

    Zurich, Switzerland

    6 h-index

    14 publications

    346 citations

  7. Tongji University

    Shanghai, China

    6 h-index

    12 publications

    722 citations

  8. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    5 h-index

    8 publications

    3.2K citations

1–8 of 702

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 12 publications · 2.1K citations

    12

    h-index

  2. 9

    h-index

  3. arXiv (Cornell University)

    Repository · 7 publications · 759 citations

    7

    h-index

  4. Journal of the American Statistical Association

    6 publications · 2.6K citations

    6

    h-index

  5. Pattern Recognition Letters

    6 publications · 165 citations

    6

    h-index

1–5