Concepedia

Explainable Visualization

Explainable Visualization is a type of visual representation that, as an academic concept, integrates transparent design principles and interpretability mechanisms to make the underlying data, analytical processes, and algorithmic reasoning of visual encodings explicitly understandable to human users.

45

Publications

2.1K

Citations

113

Authors

50

Institutions

Publications per year

2017–2026

33

Parents

Publications

45

CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization

Zijie J. Wang, Robert Turko, Omar Shaikh et al. · IEEE Transactions on Visualization and Computer Graphics · 2020 · 329 citations · Full text

, , +16

Visual Analytics for Explainable Deep Learning

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

, , +14

An Algebraic Process for Visualization Design

Gordon Kindlmann, Carlos Scheidegger · IEEE Transactions on Visualization and Computer Graphics · 2014 · 129 citations

, , +9

Explainable artificial intelligence for manufacturing cost estimation and machining feature visualization

Soyoung Yoo, Namwoo Kang · Expert Systems with Applications · 2021 · 102 citations

, , +16

Opening the Black Box - Data Driven Visualization of Neural Network

Fan-Yin Tzeng, Kwan‐Liu Ma · 2006 · 98 citations

, , +11

1–5 of 45

Authors

113

  1. HP
    Haekyu Park

    Georgia Institute of Technology, United States

    1 publications · 329 citations

    2

    h-index

  2. DH
    Duen Horng Chau

    Georgia Institute of Technology, United States

    1 publications · 329 citations

    2

    h-index

  3. HQ
    Huamin Qu

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

    1 publications · 51 citations

    2

    h-index

  4. ZJ
    Zijie J. Wang

    Georgia Institute of Technology, United States

    1 publications · 329 citations

    2

    h-index

  5. YZ
    Yang Zhang

    University of Sheffield, United Kingdom

    2 publications · 108 citations

    2

    h-index

1–5 of 113

Institutions

50

  1. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    15 publications

    2.5K citations

  2. Singapore Management University

    Singapore, Singapore

    2 h-index

    5 publications

    155 citations

  3. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    153 citations

  4. Tsinghua University

    Beijing, China

    2 h-index

    4 publications

    420 citations

  5. University of Duisburg-Essen

    Essen, Germany

    2 h-index

    7 publications

    152 citations

  6. Oregon State University

    Corvallis, United States

    2 h-index

    2 publications

    354 citations

  7. University of California, Davis

    Davis, United States

    2 h-index

    4 publications

    364 citations

  8. Australian Regenerative Medicine Institute

    Clayton, Australia

    1 h-index

    1 publications

    51 citations

1–8 of 50

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 158 citations

    5

    h-index

  2. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 3 publications · 509 citations

    4

    h-index

  3. RePEc: Research Papers in Economics

    Repository · 1 publications · 50 citations

    1

    h-index

  4. KOPS (University of Konstanz)

    Repository · 1 publications · 18 citations

    1

    h-index

  5. ACM Transactions on Interactive Intelligent Systems

    TIIS · 1 publications · 36 citations

    1

    h-index

1–5