Concepedia

Distance-based Anomaly Detection

Distance-Based Anomaly Detection is an anomaly detection method that identifies outliers by measuring the proximity of data points to their nearest neighbors, distinguishing itself through the use of distance metrics to define anomalous behavior.

169

Publications

16.9K

Citations

515

Authors

226

Institutions

Publications per year

2017–2026

75

Variants

Distance-based Outlier Detection

Parents

Publications

169

Isolation Forest

Fei Tony Liu, Kai Ming Ting, Zhi‐Hua Zhou · 2008 · 5.6K citations

, , +14

Algorithms for Mining Distance-Based Outliers in Large Datasets

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

, , +15

Finding Intensional Knowledge of Distance-Based Outliers

Edwin M. Knorr, Raymond T. Ng · 1999 · 422 citations

, , +12

Generalized Out-of-Distribution Detection: A Survey

Jingkang Yang, Kaiyang Zhou, Yixuan Li et al. · International Journal of Computer Vision · 2024 · 422 citations

, , +16

Outlier detection using k-nearest neighbour graph

Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti · Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. · 2004 · 348 citations

, , +16

1–5 of 169

Authors

515

  1. SP
    Srinivasan Parthasarathy

    The Ohio State University, United States

    5 publications · 500 citations

    5

    h-index

  2. FA
    Fabrizio Angiulli

    University of Calabria, Italy

    5 publications · 439 citations

    5

    h-index

  3. AN
    Apostolos N. Papadopoulos

    Aristotle University of Thessaloniki, Greece

    4 publications · 310 citations

    4

    h-index

  4. AG
    Anastasios Gounaris

    Aristotle University of Thessaloniki, Greece

    4 publications · 310 citations

    4

    h-index

  5. HK
    Hiroyuki Kitagawa

    University of Tsukuba, Japan

    4 publications · 76 citations

    4

    h-index

1–5 of 515

Institutions

226

  1. The Ohio State University

    Columbus, United States

    5 h-index

    10 publications

    894 citations

  2. Harbin Institute of Technology

    Harbin, China

    5 h-index

    13 publications

    403 citations

  3. University of Calabria

    Rende, Italy

    5 h-index

    10 publications

    1.1K citations

  4. Nanjing University

    Nanjing, China

    5 h-index

    9 publications

    6K citations

  5. Aristotle University of Thessaloniki

    Thessaloniki, Greece

    4 h-index

    20 publications

    1.6K citations

  6. University of Tsukuba

    Tsukuba, Japan

    4 h-index

    7 publications

    131 citations

  7. The University of Melbourne

    Melbourne, Australia

    3 h-index

    9 publications

    244 citations

  8. Jain University

    Bengaluru, India

    3 h-index

    4 publications

    142 citations

1–8 of 226

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 439 citations

    5

    h-index

  2. IEEE Access

    4 publications · 291 citations

    4

    h-index

  3. Mechanical Systems and Signal Processing

    MSSP · 4 publications · 377 citations

    4

    h-index

  4. Proceedings of the VLDB Endowment

    PVLDB · 3 publications · 302 citations

    3

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 3 publications · 197 citations

    3

    h-index

1–5