Concepedia

Anomaly Classification

Anomaly Classification is a methodological framework within incident classification that identifies and categorizes deviations from normal behavior or expected patterns by distinguishing anomalous events from baseline or nominal conditions.

299

Publications

14.8K

Citations

1.1K

Authors

440

Institutions

Publications per year

2017–2026

195

Parents

Publications

299

Computer vision and deep learning–based data anomaly detection method for structural health monitoring

Yuequan Bao, Zhiyi Tang, Hui Li et al. · Structural Health Monitoring · 2018 · 595 citations

, , +17

Anomaly detection and classification for hyperspectral imagery

Chein‐I Chang, Shao-Shan Chiang · IEEE Transactions on Geoscience and Remote Sensing · 2002 · 532 citations

, , +16

Viral Pneumonia Screening on Chest X-Rays Using Confidence-Aware Anomaly Detection

Jianpeng Zhang, Yutong Xie, Guansong Pang et al. · IEEE Transactions on Medical Imaging · 2020 · 387 citations · Full text

, , +14

WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation

Jongheon Jeong, Taewan Kim, Dongqing Zhang et al. · 2023 · 363 citations

, , +14

Bayesian event classification for intrusion detection

Christopher Kruegel, D. Mutz, William Robertson et al. · 2004 · 347 citations

, , +15

1–5 of 299

Authors

1.1K

  1. GP
    Guansong Pang

    Singapore Management University, Singapore

    6 publications · 777 citations

    6

    h-index

  2. YY
    Yasser Yasami

    Shahid Beheshti University, Iran

    3 publications · 114 citations

    3

    h-index

  3. DP
    Dan Pei

    Tsinghua University, China

    3 publications · 324 citations

    3

    h-index

  4. NK
    Neeraj Kumar

    Thapar Institute of Engineering & Technology, India

    2 publications · 63 citations

    2

    h-index

  5. SG
    Shaogang Gong

    Queen Mary University of London, United Kingdom

    2 publications · 150 citations

    2

    h-index

1–5 of 1.1K

Institutions

440

  1. Tsinghua University

    Beijing, China

    5 h-index

    20 publications

    2.8K citations

  2. Shanghai Jiao Tong University

    Shanghai, China

    5 h-index

    14 publications

    513 citations

  3. University of Michigan

    Ann Arbor, United States

    4 h-index

    11 publications

    628 citations

  4. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    15 publications

    623 citations

  5. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    3 h-index

    5 publications

    376 citations

  6. Amirkabir University of Technology

    Tehran, Iran

    3 h-index

    7 publications

    215 citations

  7. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    8 publications

    265 citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    6 publications

    442 citations

1–8 of 440

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 413 citations

    11

    h-index

  2. IEEE Access

    9 publications · 390 citations

    9

    h-index

  3. Multimedia Tools and Applications

    4 publications · 262 citations

    4

    h-index

  4. 3

    h-index

  5. Pattern Recognition

    3 publications · 308 citations

    3

    h-index

1–5