Concepedia

Explainable Visual Analytics

Explainable Visual Analytics is a visual analytics approach that integrates transparent, interpretable, and human-understandable mechanisms into the visual data exploration process to make the reasoning, assumptions, and outcomes of analytical models and algorithms comprehensible and justifiable to users.

38

Publications

2.5K

Citations

141

Authors

57

Institutions

Publications per year

2017–2026

27

Parents

Publications

38

Mastering The Information Age: Solving Problems with Visual Analytics

Jarke J. van Wijk, Tobias Isenberg, Jos B. T. M. Roerdink et al. · 2010 · 424 citations

, , +10

Visual Analytics for Explainable Deep Learning

Jaegul Choo · IEEE Computer Graphics and Applications · 2018 · 267 citations

, , +14

explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning

Thilo Spinner, Udo Schlegel, Hanna Schäfer et al. · IEEE Transactions on Visualization and Computer Graphics · 2019 · 256 citations · Full text

, , +12

A survey of visual analytics for Explainable Artificial Intelligence methods

Bo Sun · Computers & Graphics · 2021 · 224 citations

, , +14

ViCE

Óscar Gómez, Steffen Holter, Jun Yuan et al. · 2020 · 91 citations

, , +17

1–5 of 38

Authors

141

  1. EB
    Enrico Bertini

    New York University, United States

    4 publications · 245 citations

    4

    h-index

  2. ME
    Mennatallah El‐Assady

    University of Konstanz, Germany

    4 publications · 342 citations

    4

    h-index

  3. HQ
    Huamin Qu

    Hong Kong University of Science and Technology, Hong Kong SAR China

    3 publications · 76 citations

    3

    h-index

  4. NE
    Niklas Elmqvist

    University of Maryland, College Park, United States

    2 publications · 32 citations

    2

    h-index

  5. FS
    Fabian Sperrle

    University of Konstanz, Germany

    2 publications · 72 citations

    2

    h-index

1–5 of 141

Institutions

57

  1. Purdue University West Lafayette

    West Lafayette, United States

    3 h-index

    10 publications

    200 citations

  2. Zhejiang University

    Hangzhou, China

    3 h-index

    15 publications

    877 citations

  3. University of Maryland, College Park

    College Park, United States

    3 h-index

    11 publications

    595 citations

  4. University of Konstanz

    Konstanz, Germany

    3 h-index

    12 publications

    1.3K citations

  5. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    3 h-index

    8 publications

    212 citations

  6. University of Oxford

    Oxford, United Kingdom

    2 h-index

    5 publications

    222 citations

  7. New York University

    New York, United States

    2 h-index

    4 publications

    322 citations

  8. Pacific Northwest National Laboratory

    Richland, United States

    2 h-index

    4 publications

    172 citations

1–8 of 57

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 11 publications · 674 citations

    10

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 23 citations

    2

    h-index

  3. IEEE Computer Graphics and Applications

    3 publications · 312 citations

    2

    h-index

  4. Journal of Medical Systems

    1 publications · 61 citations

    1

    h-index

  5. World Wide Web

    1 publications · 37 citations

    1

    h-index

1–5