Concepedia

Human-in-the-loop Classification

Human-in-the-Loop Classification is a classification paradigm within machine learning and data science that integrates human expertise as an active component in the iterative training, refinement, and decision-making processes of automated classification systems.

33

Publications

1.7K

Citations

170

Authors

86

Institutions

Publications per year

2017–2026

28

Parents

Publications

33

Interactive machine learning for health informatics: when do we need the human-in-the-loop?

Andreas Holzinger · Brain Informatics · 2016 · 877 citations · Full text

, , +11

Humans can decipher adversarial images

Nature Communications · 2019 · 72 citations · Full text

, , +16

Towards Open-Set Object Detection and Discovery

Jiyang Zheng, Weihao Li, Jie Hong et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022 · 70 citations

, , +15

A glass-box interactive machine learning approach for solving NP-hard problems with the human-in-the-loop

Andreas Holzinger, Markus Plass, Katharina Holzinger et al. · Creative Mathematics and Informatics · 2019 · 65 citations · Full text

, , +15

Category detection using hierarchical mean shift

Pavan Kumar Vatturi, Weng‐Keen Wong · 2009 · 60 citations

, , +14

1–5 of 33

Authors

170

  1. ED
    Eduard Dragut

    Temple University, United States

    2 publications · 62 citations

    2

    h-index

  2. LH
    Lihong He

    Temple University, United States

    2 publications · 62 citations

    2

    h-index

  3. AH
    Andreas Holzinger

    Medical University of Graz, Austria

    2 publications · 942 citations

    2

    h-index

  4. SV
    Slobodan Vučetić

    Temple University, United States

    2 publications · 62 citations

    2

    h-index

  5. TH
    Tao Hu

    Wuhan University, China

    1 publications · 23 citations

    1

    h-index

1–5 of 170

Institutions

86

  1. The University of Queensland

    Brisbane, Australia

    2 h-index

    5 publications

    142 citations

  2. Temple University

    Philadelphia, United States

    2 h-index

    8 publications

    248 citations

  3. California State University, Fresno

    Fresno, United States

    1 h-index

    1 publications

    20 citations

  4. Virginia Tech

    Blacksburg, United States

    1 h-index

    1 publications

    23 citations

  5. Université de Toulon

    La Garde, France

    1 h-index

    1 publications

    17 citations

  6. Tokyo University of Information Sciences

    Chiba, Japan

    1 h-index

    2 publications

    46 citations

  7. Data61

    Sydney, Australia

    1 h-index

    4 publications

    280 citations

  8. Universitat Pompeu Fabra

    Barcelona, Spain

    1 h-index

    1 publications

    41 citations

1–8 of 86

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 34 citations

    2

    h-index

  2. IEEE Access

    1 publications · 19 citations

    1

    h-index

  3. Journal of Neuroscience Methods

    1 publications · 18 citations

    1

    h-index

  4. Journal of Medical Internet Research

    1 publications · 23 citations

    1

    h-index

  5. ACM Transactions on Interactive Intelligent Systems

    TIIS · 1 publications · 36 citations

    1

    h-index

1–5