Concepedia

Sensor-based Anomaly Detection

Sensor-Based Anomaly Detection is a systematic method for identifying deviations from normal operational behavior in critical infrastructure systems by analyzing real-time data streams collected through physical or virtual sensors.

491

Publications

22.7K

Citations

1.6K

Authors

630

Institutions

Publications per year

2017–2026

309

Parents

Publications

491

Artificial intelligence based anomaly detection of energy consumption in buildings: A review, current trends and new perspectives

Yassine Himeur, Khalida Ghanem, Abdullah Alsalemi et al. · Applied Energy · 2021 · 618 citations · Full text

, , +17

Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoT

Zekai Chen, Dingshuo Chen, Xiao Zhang et al. · arXiv (Cornell University) · 2021 · 535 citations · Full text

, , +16

Approximate Data Collection in Sensor Networks using Probabilistic Models

David Chu, Amol Deshpande, Joseph M. Hellerstein et al. · 2006 · 472 citations

, , +11

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

Real-Time Sensor Anomaly Detection and Identification in Automated Vehicles

Franco van Wyk, Yiyang Wang, Anahita Khojandi et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 339 citations

, , +17

1–5 of 491

Authors

1.6K

  1. DL
    Datong Liu

    Harbin Institute of Technology, China

    8 publications · 268 citations

    8

    h-index

  2. CL
    Christopher Leckie

    The University of Melbourne, Australia

    6 publications · 575 citations

    6

    h-index

  3. OS
    Osman Salem

    Université Paris Cité, France

    6 publications · 359 citations

    6

    h-index

  4. GF
    Giuseppe Fabio Ceschini

    University of Ferrara, Italy

    6 publications · 82 citations

    6

    h-index

  5. SR
    Sutharshan Rajasegarar

    The University of Melbourne, Australia

    6 publications · 575 citations

    6

    h-index

1–5 of 1.6K

Institutions

630

  1. Harbin Institute of Technology

    Harbin, China

    10 h-index

    37 publications

    1.2K citations

  2. The University of Melbourne

    Melbourne, Australia

    8 h-index

    26 publications

    2.1K citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    8 h-index

    19 publications

    1.1K citations

  4. Tsinghua University

    Beijing, China

    8 h-index

    18 publications

    579 citations

  5. University of Technology Malaysia

    Johor Bahru, Malaysia

    8 h-index

    18 publications

    599 citations

  6. Idaho National Laboratory

    Idaho Falls, United States

    7 h-index

    9 publications

    276 citations

  7. Laboratoire Informatique Paris Descartes

    Paris, France

    7 h-index

    19 publications

    1.3K citations

  8. Siemens (Germany)

    Munich, Germany

    6 h-index

    13 publications

    198 citations

1–8 of 630

Venues

  1. Sensors

    28 publications · 1.3K citations

    21

    h-index

  2. IEEE Access

    16 publications · 865 citations

    15

    h-index

  3. IEEE Internet of Things Journal

    13 publications · 915 citations

    13

    h-index

  4. 9

    h-index

  5. IEEE Sensors Journal

    7 publications · 388 citations

    8

    h-index

1–5