Concepedia

Local Outlier Factor

Local Outlier Factor is a density-based outlier detection method that identifies anomalies by comparing the local density of a data point to the local densities of its neighbors, assigning higher anomaly scores to points with significantly lower relative density.

268

Publications

20.8K

Citations

977

Authors

392

Institutions

Publications per year

2017–2026

201

Parents

Publications

268

LOF

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

, , +6

LOF

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

, , +6

Incremental Local Outlier Detection for Data Streams

Dragoljub Pokrajac, Aleksandar Lazarević, Longin Jan Latecki · 2007 · 379 citations

, , +16

Mining top-n local outliers in large databases

Wen Jin, Anthony K. H. Tung, Jiawei Han · 2001 · 330 citations

, , +10

Outlier detection using isolation forest and local outlier factor

Zhangyu Cheng, Chengming Zou, Jianwei Dong · 2019 · 239 citations

, , +14

1–5 of 268

Authors

977

  1. HS
    Hongbo Shi

    East China University of Science and Technology, China

    6 publications · 301 citations

    6

    h-index

  2. CL
    Chang‐Yong Lee

    Ulsan National Institute of Science and Technology, South Korea

    4 publications · 140 citations

    4

    h-index

  3. MA
    Muhammad Ali Imran

    University of Glasgow, United Kingdom

    5 publications · 255 citations

    4

    h-index

  4. EA
    Elke A. Rundensteiner

    Worcester Polytechnic Institute, United States

    4 publications · 113 citations

    4

    h-index

  5. HY
    Henry Y. T. Ngan

    University of Hong Kong, Hong Kong SAR China

    3 publications · 76 citations

    3

    h-index

1–5 of 977

Institutions

392

  1. East China University of Science and Technology

    Shanghai, China

    7 h-index

    23 publications

    1K citations

  2. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    27 publications

    524 citations

  3. Tongji University

    Shanghai, China

    5 h-index

    10 publications

    667 citations

  4. Beijing University of Posts and Telecommunications

    Beijing, China

    5 h-index

    17 publications

    353 citations

  5. Korea University

    Seoul, South Korea

    5 h-index

    9 publications

    211 citations

  6. Ulsan National Institute of Science and Technology

    Ulsan, South Korea

    4 h-index

    4 publications

    140 citations

  7. University of Padua

    Padua, Italy

    4 h-index

    14 publications

    582 citations

  8. University of Science and Technology of China

    Hefei, China

    4 h-index

    10 publications

    714 citations

1–8 of 392

Venues

  1. IEEE Access

    15 publications · 584 citations

    15

    h-index

  2. Sensors

    14 publications · 480 citations

    14

    h-index

  3. Remote Sensing

    4 publications · 68 citations

    4

    h-index

  4. IEEE Geoscience and Remote Sensing Letters

    GRSL · 4 publications · 139 citations

    4

    h-index

  5. IEEE Transactions on Industrial Electronics

    4 publications · 252 citations

    4

    h-index

1–5