Concepedia

Generative Data Visualization

Generative Data Visualization is a computational method that belongs to the broader class of data visualization techniques, distinguished by its capacity to algorithmically produce visual forms through generative processes informed by data inputs.

19

Publications

909

Citations

68

Authors

28

Institutions

Publications per year

2017–2026

7

Parents

Publications

19

Generative Topographic Mapping (GTM): Universal Tool for Data Visualization, Structure‐Activity Modeling and Dataset Comparison

Natalia Kireeva, Igor I. Baskin, Héléna A. Gaspar et al. · Molecular Informatics · 2012 · 135 citations

, , +17

Generative AI for visualization: State of the art and future directions

Yilin Ye, Jianing Hao, Yihan Hou et al. · Visual Informatics · 2024 · 106 citations · Full text

, , +10

Hierarchical GTM: constructing localized nonlinear projection manifolds in a principled way

Peter Tiňo, Ian T. Nabney · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 97 citations · Full text

, , +9

Generating Color Palettes using Intuitive Parameters

Martijn Wijffelaars, Roel Vliegen, Jarke J. van Wijk et al. · Computer Graphics Forum · 2008 · 79 citations · Full text

, , +14

Generative Topographic Mapping-Based Classification Models and Their Applicability Domain: Application to the Biopharmaceutics Drug Disposition Classification System (BDDCS)

Héléna A. Gaspar, Gilles Marcou, Dragos Horvath et al. · Journal of Chemical Information and Modeling · 2013 · 60 citations

, , +16

1–5 of 19

Authors

68

  1. IT
    Ian T. Nabney

    Aston University, United Kingdom

    4 publications · 188 citations

    4

    h-index

  2. AV
    Alexandre Varnek

    Université de Strasbourg, France

    3 publications · 230 citations

    3

    h-index

  3. PT
    Peter Tiňo

    University of Birmingham, United Kingdom

    3 publications · 142 citations

    3

    h-index

  4. DM
    Dharmesh M. Maniyar

    Aston University, United Kingdom

    2 publications · 73 citations

    2

    h-index

  5. HA
    Héléna A. Gaspar

    King's College London, United Kingdom

    2 publications · 195 citations

    2

    h-index

1–5 of 68

Institutions

28

  1. Aston University

    Birmingham, United Kingdom

    4 h-index

    9 publications

    472 citations

  2. Université de Strasbourg

    Strasbourg, France

    4 h-index

    15 publications

    1.2K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    11 publications

    970 citations

  4. University of Hertfordshire

    Hatfield, United Kingdom

    2 h-index

    2 publications

    45 citations

  5. Frumkin Institute of Physical Chemistry and Electrochemistry

    Moscow, Russia

    2 h-index

    3 publications

    175 citations

  6. University of Birmingham

    Birmingham, United Kingdom

    2 h-index

    4 publications

    90 citations

  7. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    5 publications

    398 citations

  8. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    1 h-index

    1 publications

    26 citations

1–8 of 28

Venues

  1. Journal of Chemical Information and Modeling

    JCIM · 2 publications · 117 citations

    2

    h-index

  2. Molecular Informatics

    2 publications · 170 citations

    2

    h-index

  3. IEEE Computer Graphics and Applications

    1 publications · 46 citations

    1

    h-index

  4. Industrial & Engineering Chemistry Research

    1 publications · 20 citations

    1

    h-index

  5. 1

    h-index

1–5