Concepedia

Semi-supervised Outlier Detection

Semi-Supervised Outlier Detection is an outlier detection approach that belongs to the class of machine learning methods leveraging labeled data for normal instances and unlabeled data for training, distinguished by its reliance on partial supervision to model normal behavior and identify deviations without requiring labeled anomalies.

91

Publications

6.8K

Citations

313

Authors

138

Institutions

Publications per year

2017–2026

63

Parents

Publications

91

Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in Vitro

Zhedong Zheng, Liang Zheng, Yi Yang · 2017 · 2.1K citations · Full text

, , +14

An Overview of Deep Learning Based Methods for Unsupervised and Semi-Supervised Anomaly Detection in Videos

MDPI (MDPI AG) · 2018 · 484 citations · Full text

, , +16

Enhancing one-class support vector machines for unsupervised anomaly detection

Mennatallah Amer, Markus Goldstein, Slim Abdennadher · 2013 · 428 citations

, , +14

Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro

Zhedong Zheng, Liang Zheng, Yi Yang · arXiv (Cornell University) · 2017 · 205 citations · Full text

, , +14

SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream

Ahsanul Haque, Latifur Khan, Michael Baron · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 169 citations · Full text

, , +16

1–5 of 91

Authors

313

  1. FN
    Feiping Nie

    Northwestern Polytechnical University, China

    4 publications · 170 citations

    4

    h-index

  2. SP
    Suyash P. Awate

    University of Utah, United States

    3 publications · 53 citations

    3

    h-index

  3. EA
    Ehsan Adeli

    Stanford University, United States

    3 publications · 154 citations

    3

    h-index

  4. JL
    Jiongqian Liang

    The Ohio State University, United States

    2 publications · 45 citations

    2

    h-index

  5. FS
    Feng Shi

    University of North Carolina at Chapel Hill, United States

    2 publications · 113 citations

    2

    h-index

1–5 of 313

Institutions

138

  1. Northwestern Polytechnical University

    Xi'an, China

    4 h-index

    10 publications

    378 citations

  2. Nanjing University of Science and Technology

    Nanjing, China

    4 h-index

    14 publications

    312 citations

  3. Beijing University of Posts and Telecommunications

    Beijing, China

    3 h-index

    9 publications

    643 citations

  4. University of Colorado System

    Boulder, United States

    3 h-index

    6 publications

    170 citations

  5. Indian Institute of Technology Bombay

    Mumbai, India

    3 h-index

    8 publications

    140 citations

  6. Tsinghua University

    Beijing, China

    2 h-index

    5 publications

    150 citations

  7. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    2 h-index

    10 publications

    565 citations

  8. Jiangsu University of Science and Technology

    Zhenjiang, China

    2 h-index

    6 publications

    69 citations

1–8 of 138

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 334 citations

    7

    h-index

  2. IEEE Access

    3 publications · 108 citations

    3

    h-index

  3. Applied Soft Computing

    3 publications · 57 citations

    3

    h-index

  4. Computers & Security

    2 publications · 103 citations

    2

    h-index

  5. IEEE Sensors Journal

    2 publications · 126 citations

    2

    h-index

1–5