Concepedia

Spatial Anomaly Detection

Spatial Anomaly Detection is a type of anomaly detection method that identifies rare, atypical patterns or instances in spatial data by explicitly leveraging the geographic location, spatial relationships, and regional dependencies inherent in the data to distinguish anomalies from normal spatial occurrences.

223

Publications

13.1K

Citations

690

Authors

283

Institutions

Publications per year

2017–2026

105

Parents

Publications

223

Anomaly detection in crowded scenes

Vijay Mahadevan, Weixin Li, Viral Bhalodia et al. · 2010 · 1.5K citations

, , +15

Anomaly Detection and Localization in Crowded Scenes

Weixin Li, Vijay Mahadevan, Nuno Vasconcelos · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 1K citations

, , +14

Collaborative Representation for Hyperspectral Anomaly Detection

Wei Li, Qian Du · IEEE Transactions on Geoscience and Remote Sensing · 2014 · 713 citations

, , +14

Video anomaly detection based on local statistical aggregates

Venkatesh Saligrama, Chen Zhu · 2012 · 341 citations

, , +15

Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection

Erich Schubert, Arthur Zimek, Hans‐Peter Kriegel · Data Mining and Knowledge Discovery · 2012 · 294 citations

, , +14

1–5 of 223

Authors

690

  1. CL
    Chang‐Tien Lu

    Virginia Tech, United States

    14 publications · 870 citations

    13

    h-index

  2. VP
    Vandana P. Janeja

    University of Maryland, Baltimore County, United States

    7 publications · 197 citations

    7

    h-index

  3. YK
    Yufeng Kou

    Shanghai Jiao Tong University, China

    7 publications · 390 citations

    7

    h-index

  4. MD
    Min Deng

    Central South University, China

    5 publications · 104 citations

    5

    h-index

  5. DC
    Dechang Chen

    Uniformed Services University of the Health Sciences, United States

    5 publications · 465 citations

    5

    h-index

1–5 of 690

Institutions

283

  1. Virginia Tech

    Blacksburg, United States

    11 h-index

    35 publications

    1.7K citations

  2. Central South University

    Changsha, China

    7 h-index

    20 publications

    417 citations

  3. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    16 publications

    639 citations

  4. Rutgers, The State University of New Jersey

    New Brunswick, United States

    5 h-index

    10 publications

    356 citations

  5. University of Maryland, Baltimore County

    Baltimore, United States

    5 h-index

    8 publications

    189 citations

  6. Uniformed Services University of the Health Sciences

    Bethesda, United States

    5 h-index

    5 publications

    465 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    5 publications

    180 citations

  8. University of Minnesota

    Minneapolis, United States

    4 h-index

    11 publications

    798 citations

1–8 of 283

Venues

  1. 8

    h-index

  2. IEEE Access

    6 publications · 249 citations

    6

    h-index

  3. Data Mining and Knowledge Discovery

    5 publications · 416 citations

    5

    h-index

  4. Computers Environment and Urban Systems

    4 publications · 91 citations

    4

    h-index

  5. Intelligent Data Analysis

    IDA · 4 publications · 126 citations

    4

    h-index

1–5