Concepedia

Text Anomaly Detection

Text Anomaly Detection is a computational methodology within anomaly detection that specifically identifies deviations from expected patterns in textual data by leveraging linguistic, statistical, or semantic features unique to natural language.

216

Publications

9.7K

Citations

761

Authors

301

Institutions

Publications per year

2017–2026

123

Parents

Publications

216

A case study of anomaly detection: Shallow semantic processing and cohesion establishment

Stephen Barton, Anthony J. Sanford · Memory & Cognition · 1993 · 248 citations · Full text

, , +13

Using an Ensemble of One-Class SVM Classifiers to Harden Payload-based Anomaly Detection Systems

Roberto Perdisci, Guofei Gu, Wenke Lee · Proceedings · 2006 · 240 citations

, , +17

Text analysis and knowledge mining system

Tetsuya Nasukawa, Tohru Nagano · IBM Systems Journal · 2001 · 218 citations

, , +14

AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models

Zhaopeng Gu, Bingke Zhu, Guibo Zhu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 204 citations · Full text

, , +17

Detecting malicious tweets in trending topics using a statistical analysis of language

Juan Martínez-Romo, Lourdes Araujo · Expert Systems with Applications · 2012 · 188 citations · Full text

, , +12

1–5 of 216

Authors

761

  1. CF
    Cécile Favre

    Centre National de la Recherche Scientifique, France

    3 publications · 188 citations

    3

    h-index

  2. RT
    Ryota Tomioka

    The University of Tokyo, Japan

    3 publications · 133 citations

    3

    h-index

  3. TT
    Toshimitsu Takahashi

    Juntendo University, Japan

    3 publications · 133 citations

    3

    h-index

  4. KY
    Kenji Yamanishi

    NEC (Japan), Japan

    3 publications · 133 citations

    3

    h-index

  5. AG
    Adrien Guille

    Université Lumière Lyon 2, France

    3 publications · 188 citations

    3

    h-index

1–5 of 761

Institutions

301

  1. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    15 publications

    776 citations

  2. Beihang University

    Beijing, China

    6 h-index

    22 publications

    1.3K citations

  3. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    10 publications

    287 citations

  4. University of California, Berkeley

    Berkeley, United States

    3 h-index

    4 publications

    137 citations

  5. Institute of Software

    Beijing, China

    3 h-index

    15 publications

    807 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    11 publications

    759 citations

  7. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    11 publications

    1.6K citations

  8. Concordia University

    Montreal, Canada

    3 h-index

    5 publications

    461 citations

1–8 of 301

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 413 citations

    11

    h-index

  2. Expert Systems with Applications

    4 publications · 311 citations

    4

    h-index

  3. Neurocomputing

    3 publications · 195 citations

    3

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 3 publications · 143 citations

    3

    h-index

  5. IEEE Access

    4 publications · 168 citations

    3

    h-index

1–5