Concepedia

Distance-based Outlier Detection

Distance-Based Outlier Detection is an outlier detection method that identifies outliers based on the principle that outliers are data points whose local neighborhood, defined by a distance metric, is sparser compared to the neighborhood of non-outlier points.

253

Publications

25.4K

Citations

633

Authors

301

Institutions

Publications per year

2017–2026

96

Parents

Publications

253

Efficient algorithms for mining outliers from large data sets

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

, , +16

Algorithms for Mining Distance-Based Outliers in Large Datasets

Edwin M. Knorr, Raymond T. Ng · 1998 · 1.5K citations

, , +15

Unmasking Multivariate Outliers and Leverage Points

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

, , +15

Distance-based outliers: algorithms and applications

Edwin M. Knorr, Raymond T. Ng, Vladimir Tucakov · The VLDB Journal · 2000 · 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 253

Authors

633

  1. FA
    Fabrizio Angiulli

    University of Calabria, Italy

    11 publications · 1.2K citations

    11

    h-index

  2. SP
    Srinivasan Parthasarathy

    The Ohio State University, United States

    5 publications · 500 citations

    5

    h-index

  3. HK
    Hiroyuki Kitagawa

    University of Tsukuba, Japan

    5 publications · 927 citations

    5

    h-index

  4. RT
    Raymond T. Ng

    University of British Columbia, Canada

    5 publications · 3.2K citations

    5

    h-index

  5. SB
    Stefano Basta

    Institute for High Performance Computing and Networking, Italy

    5 publications · 418 citations

    5

    h-index

1–5 of 633

Institutions

301

  1. University of Calabria

    Rende, Italy

    9 h-index

    14 publications

    1.8K citations

  2. National Research Council

    Rome, Italy

    6 h-index

    9 publications

    1.7K citations

  3. Institute for High Performance Computing and Networking

    Rende, Italy

    6 h-index

    9 publications

    1.7K citations

  4. Northwestern Polytechnical University

    Xi'an, China

    5 h-index

    11 publications

    606 citations

  5. University of Tsukuba

    Tsukuba, Japan

    5 h-index

    8 publications

    982 citations

  6. The Ohio State University

    Columbus, United States

    5 h-index

    10 publications

    894 citations

  7. University of British Columbia

    Vancouver, Canada

    4 h-index

    8 publications

    5.6K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    6 publications

    1.8K citations

1–8 of 301

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 8 publications · 1.3K citations

    8

    h-index

  2. IEEE Access

    8 publications · 738 citations

    7

    h-index

  3. 4

    h-index

  4. 4

    h-index

  5. Pattern Recognition

    4 publications · 230 citations

    4

    h-index

1–5