Concepedia

Multivariate Uncertainty Maps

Multivariate Uncertainty Maps is a visualization framework that simultaneously represents uncertainty across multiple interdependent variables in spatial or multivariate data by encoding probabilistic variability and correlations through integrated visual channels such as color, texture, and glyph-based designs.

6

Publications

262

Citations

27

Authors

19

Institutions

Publications per year

2017–2026

2

Parents

Publications

6

A sample-efficient deep learning method for multivariate uncertainty qualification of acoustic–vibration interaction problems

Leilei Chen, Ruhui Cheng, Shengze Li et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 80 citations

, , +16

Identification and quantification of multivariate interval uncertainty in finite element models

Matthias G.R. Faes, Jasper Cerneels, Dirk Vandepitte et al. · Computer Methods in Applied Mechanics and Engineering · 2016 · 53 citations · Full text

, , +14

Mapping and uncertainty of predictions based on multiple primary variables from joint co-simulation with Landsat TM image and polynomial regression

George Z. Gertner, Guiming Wang, S. F. Fang et al. · Remote Sensing of Environment · 2002 · 50 citations

, , +17

Multivariate uncertainty analysis of an integrated land use and transportation model: MEPLAN

Michael J. Clay, Robert A. Johnston · Transportation Research Part D Transport and Environment · 2006 · 42 citations

, , +15

Uncertainty estimation in dynamic contrast‐enhanced MRI

Anders Garpebring, Patrik Brynolfsson, Jun Yu et al. · Magnetic Resonance in Medicine · 2012 · 27 citations · Full text

, , +15

1–5 of 6

Authors

27

  1. YZ
    Yue Zhang

    Northeastern University, China

    1 publications · 10 citations

    1

    h-index

  2. AG
    Anders Garpebring

    Umeå University, Sweden

    1 publications · 27 citations

    1

    h-index

  3. GZ
    George Z. Gertner

    University of Illinois Urbana-Champaign, United States

    1 publications · 50 citations

    1

    h-index

  4. JY
    Jun Yu

    Umeå University, Sweden

    1 publications · 27 citations

    1

    h-index

  5. LC
    Leilei Chen

    Xinyang Normal University, China

    1 publications · 80 citations

    1

    h-index

1–5 of 27

Institutions

19

  1. Swedish University of Agricultural Sciences

    Uppsala, Sweden

    1 h-index

    1 publications

    27 citations

  2. Illinois Department of Natural Resources

    Springfield, United States

    1 h-index

    3 publications

    150 citations

  3. Beijing Institute of Technology

    Beijing, China

    1 h-index

    1 publications

    10 citations

  4. University of California, Davis

    Davis, United States

    1 h-index

    1 publications

    42 citations

  5. Umeå University

    Umeå, Sweden

    1 h-index

    5 publications

    135 citations

  6. Huanghuai University

    Zhumadian, China

    1 h-index

    3 publications

    240 citations

  7. Auburn University

    Auburn, United States

    1 h-index

    1 publications

    42 citations

  8. Flanders Make (Belgium)

    Lommel, Belgium

    1 h-index

    1 publications

    53 citations

1–8 of 19

Venues

  1. 2

    h-index

  2. Remote Sensing of Environment

    1 publications · 50 citations

    1

    h-index

  3. 1

    h-index

  4. Magnetic Resonance in Medicine

    MRM · 1 publications · 27 citations

    1

    h-index

  5. Natural Hazards

    1 publications · 10 citations

    1

    h-index

1–5