Concepedia

Bias Visualization

Bias Visualization is a methodological contribution within error visualization that specifically represents systematic deviations between model predictions and ground truth, distinguished by its focus on uncovering consistent, directional inaccuracies indicative of underlying model or data biases.

26

Publications

6.1K

Citations

75

Authors

32

Institutions

Publications per year

2017–2026

21

Parents

Publications

26

Risk‐of‐bias VISualization (robvis): An R package and Shiny web app for visualizing risk‐of‐bias assessments

Luke A. McGuinness, Julian P. T. Higgins · Research Synthesis Methods · 2020 · 5K citations · Full text

, , +14

FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning

Ángel Alexander Cabrera, Will Epperson, Fred Hohman et al. · arXiv (Cornell University) · 2019 · 184 citations · Full text

, , +16

A Task-Based Taxonomy of Cognitive Biases for Information Visualization

Evanthia Dimara, Steven Franconeri, Catherine Plaisant et al. · IEEE Transactions on Visualization and Computer Graphics · 2018 · 151 citations · Full text

, , +12

A large-scale examination of inductive biases shaping high-level visual representation in brains and machines

Colin Conwell, Jacob S. Prince, Kendrick Kay et al. · Nature Communications · 2024 · 77 citations · Full text

, , +16

REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets

Angelina Wang, Alexander Liu, Ryan Zhang et al. · International Journal of Computer Vision · 2022 · 74 citations

, , +14

1–5 of 26

Authors

75

  1. DH
    Duen Horng Chau

    Georgia Institute of Technology, United States

    3 publications · 220 citations

    3

    h-index

  2. ÁA
    Ángel Alexander Cabrera

    Carnegie Mellon University, United States

    2 publications · 199 citations

    2

    h-index

  3. ED
    Evanthia Dimara

    Université Paris-Sud, France

    2 publications · 212 citations

    2

    h-index

  4. MC
    Michael Correll

    Tableau Software (United States), United States

    2 publications · 101 citations

    2

    h-index

  5. AB
    Anastasia Bezerianos

    Centre National de la Recherche Scientifique, France

    2 publications · 212 citations

    2

    h-index

1–5 of 75

Institutions

32

  1. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    18 publications

    1.4K citations

  2. University of Washington

    Seattle, United States

    3 h-index

    17 publications

    384 citations

  3. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    2 h-index

    5 publications

    575 citations

  4. Sorbonne Université

    Paris, France

    2 h-index

    3 publications

    273 citations

  5. Université Paris-Sud

    Orsay, France

    2 h-index

    3 publications

    273 citations

  6. Université Paris-Saclay

    Gif-sur-Yvette, France

    2 h-index

    2 publications

    212 citations

  7. Northwestern University

    Evanston, United States

    2 h-index

    2 publications

    212 citations

  8. The University of Tokyo

    Tokyo, Japan

    1 h-index

    1 publications

    21 citations

1–8 of 32

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 4 publications · 266 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 199 citations

    2

    h-index

  3. International Journal of Computer Vision

    1 publications · 74 citations

    1

    h-index

  4. Nature Communications

    1 publications · 77 citations

    1

    h-index

  5. IEEE Transactions on Multimedia

    1 publications · 21 citations

    1

    h-index

1–5