Concepedia

One-versus-rest Classification

One-Versus-Rest Classification is a multi-class classification strategy that, as a singular method, generalizes binary classifiers to multi-class settings by training one classifier per class to distinguish that class from all others collectively.

55

Publications

3.1K

Citations

172

Authors

90

Institutions

Publications per year

2017–2026

23

Variants

One-against-all ClassificationOne-versus-all ClassificationOva ClassificationOvr Classification

Parents

Publications

55

Direction-of-Arrival Estimation Based on Deep Neural Networks With Robustness to Array Imperfections

Zhangmeng Liu, Chenwei Zhang, Philip S. Yu · IEEE Transactions on Antennas and Propagation · 2018 · 537 citations · Full text

, , +16

Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video

Radu Tudor Ionescu, Fahad Shahbaz Khan, Mariana-Iuliana Georgescu et al. · 2019 · 418 citations

, , +16

Twin SVM for Gesture Classification Using the Surface Electromyogram

Ganesh R. Naik, Dinesh Kumar, Jayadeva · IEEE Transactions on Information Technology in Biomedicine · 2009 · 136 citations · Full text

, , +16

High Five: Recognising human interactions in TV shows

Alonso Patron, Marcin Marszałek, Andrew Zisserman et al. · 2010 · 136 citations · Full text

, , +16

Transfer Learning for SAR Image Classification Via Deep Joint Distribution Adaptation Networks

Jie Geng, Xinyang Deng, Xiaorui Ma et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 120 citations

, , +16

1–5 of 55

Authors

172

  1. JA
    Jayadeva

    Indian Institute of Technology Delhi, India

    2 publications · 154 citations

    2

    h-index

  2. JX
    Jianhua Xuan

    Virginia Tech, United States

    2 publications · 39 citations

    2

    h-index

  3. FS
    Fahad Shahbaz Khan

    Mohamed bin Zayed University of Artificial Intelligence, United Arab Emirates

    2 publications · 441 citations

    2

    h-index

  4. DK
    Dinesh Kumar

    RMIT University, Australia

    2 publications · 154 citations

    2

    h-index

  5. GY
    Guoqiang Yu

    University of Kentucky, United States

    2 publications · 39 citations

    2

    h-index

1–5 of 172

Institutions

90

  1. Yonsei University

    Seoul, South Korea

    2 h-index

    3 publications

    238 citations

  2. Johns Hopkins University

    Baltimore, United States

    2 h-index

    9 publications

    179 citations

  3. Aristotle University of Thessaloniki

    Thessaloniki, Greece

    2 h-index

    8 publications

    132 citations

  4. University of Essex

    Colchester, United Kingdom

    2 h-index

    6 publications

    268 citations

  5. Georgetown University

    Washington, United States

    2 h-index

    9 publications

    179 citations

  6. Indian Institute of Technology Delhi

    New Delhi, India

    2 h-index

    3 publications

    172 citations

  7. Children's National

    Washington, United States

    2 h-index

    9 publications

    179 citations

  8. Næstved Sygehus

    Næstved, Denmark

    1 h-index

    1 publications

    36 citations

1–8 of 90

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 80 citations

    3

    h-index

  2. Neurocomputing

    2 publications · 175 citations

    2

    h-index

  3. Cyborg and Bionic Systems

    1 publications · 41 citations

    1

    h-index

  4. IEEE Transactions on Fuzzy Systems

    TFS · 1 publications · 85 citations

    1

    h-index

  5. IEEE Transactions on Smart Grid

    1 publications · 112 citations

    1

    h-index

1–5