Concepedia

Bayesian Uncertainty Visualization

Bayesian Uncertainty Visualization is a visualization method that specifically represents epistemic and aleatoric uncertainties derived from Bayesian probabilistic models by encoding posterior distributions, credible intervals, or predictive uncertainties into visual constructs to support interpretation and decision-making under uncertainty.

16

Publications

610

Citations

43

Authors

21

Institutions

Publications per year

2017–2026

11

Parents

Publications

16

ggdist: Visualizations of Distributions and Uncertainty in the Grammar of Graphics

Matthew Kay · IEEE Transactions on Visualization and Computer Graphics · 2023 · 107 citations

, , +15

ggdist: Visualizations of Distributions and Uncertainty in the Grammar of Graphics

Matthew Kay · 2023 · 85 citations · Full text

, , +15

Displaying Uncertainty With Shading

Christopher Jackson · The American Statistician · 2008 · 85 citations

, , +12

A GIS plug-in for Bayesian belief networks: Towards a transparent software framework to assess and visualise uncertainties in ecosystem service mapping

Dries Landuyt, Katrien Van der Biest, Steven Broekx et al. · Environmental Modelling & Software · 2015 · 57 citations

, , +17

How to Improve Performance in Bayesian Inference Tasks: A Comparison of Five Visualizations

Katharina Böcherer-Linder, A. Eichler · Frontiers in Psychology · 2019 · 41 citations · Full text

, , +16

1–5 of 16

Authors

43

  1. KB
    Katharina Böcherer-Linder

    University of Kassel, Germany

    4 publications · 119 citations

    4

    h-index

  2. AE
    A. Eichler

    University of Vienna, Austria

    4 publications · 119 citations

    4

    h-index

  3. MK
    Matthew Kay

    University of Washington, United States

    2 publications · 192 citations

    2

    h-index

  4. MV
    Markus Vogel

    Heidelberg University of Education, Germany

    2 publications · 37 citations

    2

    h-index

  5. PK
    Paula Kayongo

    California University of Pennsylvania, United States

    1 publications · 39 citations

    1

    h-index

1–5 of 43

Institutions

21

  1. University of Kassel

    Kassel, Germany

    4 h-index

    4 publications

    119 citations

  2. University of Freiburg

    Freiburg im Breisgau, Germany

    2 h-index

    2 publications

    66 citations

  3. University of Education Freiburg

    Freiburg, Germany

    2 h-index

    2 publications

    53 citations

  4. Heidelberg University of Education

    Heidelberg, Germany

    2 h-index

    2 publications

    37 citations

  5. Tokyo University of Agriculture and Technology

    Tokyo, Japan

    1 h-index

    4 publications

    72 citations

  6. University of Oregon

    Eugene, United States

    1 h-index

    1 publications

    30 citations

  7. Pacific Northwest National Laboratory

    Richland, United States

    1 h-index

    4 publications

    120 citations

  8. Southwest University of Science and Technology

    Mianyang, China

    1 h-index

    5 publications

    95 citations

1–8 of 21

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 3 publications · 176 citations

    3

    h-index

  2. Frontiers in Psychology

    3 publications · 107 citations

    3

    h-index

  3. Visual Informatics

    1 publications · 19 citations

    1

    h-index

  4. BMC Bioinformatics

    1 publications · 11 citations

    1

    h-index

  5. The American Statistician

    1 publications · 85 citations

    1

    h-index

1–5