Concepedia

Context-aware Anomaly Detection

Context-Aware Anomaly Detection is a methodological framework within anomaly detection that integrates situational and environmental context to dynamically adapt detection criteria, thereby distinguishing anomalies based on contextual relevance rather than static, context-independent thresholds.

129

Publications

6.9K

Citations

428

Authors

196

Institutions

Publications per year

2017–2026

79

Parents

Publications

129

An overview of anomaly detection techniques: Existing solutions and latest technological trends

Animesh Patcha, Jung‐Min Park · Computer Networks · 2007 · 1.5K citations

, , +14

Anomaly detection in wireless sensor networks: A survey

Miao Xie, Song Han, Biming Tian et al. · Journal of Network and Computer Applications · 2011 · 349 citations

, , +13

An ensemble learning framework for anomaly detection in building energy consumption

Daniel B. Araya, Katarina Grolinger, Hany F. ElYamany et al. · Energy and Buildings · 2017 · 251 citations · Full text

, , +17

Anomalous video event detection using spatiotemporal context

Fan Jiang, Junsong Yuan, Sotirios A. Tsaftaris et al. · Computer Vision and Image Understanding · 2010 · 209 citations

, , +12

Localizing Anomalies From Weakly-Labeled Videos

IEEE Transactions on Image Processing · 2021 · 171 citations · Full text

, , +14

1–5 of 129

Authors

428

  1. XW
    Xinyu Wu

    Shenzhen Institutes of Advanced Technology, China

    4 publications · 219 citations

    4

    h-index

  2. NL
    Nannan Li

    Macau University of Science and Technology, Macao SAR China

    4 publications · 219 citations

    4

    h-index

  3. PP
    Parvaneh Parvin

    University of Pisa, Italy

    3 publications · 45 citations

    3

    h-index

  4. UG
    Uwe Glässer

    Simon Fraser University, Canada

    3 publications · 90 citations

    3

    h-index

  5. HW
    Hans Wehn

    Simon Fraser University, Canada

    3 publications · 90 citations

    3

    h-index

1–5 of 428

Institutions

196

  1. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    22 publications

    965 citations

  2. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    6 publications

    409 citations

  3. Western University

    London, Canada

    4 h-index

    14 publications

    1.9K citations

  4. Robert Gordon University

    Aberdeen, United Kingdom

    3 h-index

    7 publications

    166 citations

  5. Simon Fraser University

    Burnaby, Canada

    3 h-index

    10 publications

    297 citations

  6. Tongji University

    Shanghai, China

    3 h-index

    6 publications

    451 citations

  7. Tsinghua University

    Beijing, China

    3 h-index

    7 publications

    376 citations

  8. Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo"

    Pisa, Italy

    3 h-index

    9 publications

    139 citations

1–8 of 196

Venues

  1. Procedia Computer Science

    3 publications · 60 citations

    3

    h-index

  2. IEEE Internet of Things Journal

    2 publications · 44 citations

    3

    h-index

  3. Neurocomputing

    3 publications · 195 citations

    3

    h-index

  4. 3

    h-index

  5. Pattern Recognition Letters

    3 publications · 126 citations

    3

    h-index

1–5