Concepedia

Embedding Visualization

Embedding Visualization is a computational technique that maps high-dimensional data into a lower-dimensional space while preserving structural relationships, enabling interpretable visual representations of latent patterns inherent in complex datasets.

22

Publications

1.1K

Citations

69

Authors

32

Institutions

Publications per year

2017–2026

13

Parents

Publications

22

Recurrence plots of experimental data: To embed or not to embed?

Joseph S. Iwanski, Elizabeth Bradley · Chaos An Interdisciplinary Journal of Nonlinear Science · 1998 · 229 citations

, , +12

Embedding Projector: Interactive Visualization and Interpretation of Embeddings

Daniel Smilkov, Nikhil Thorat, Charles Nicholson et al. · arXiv (Cornell University) · 2016 · 156 citations · Full text

, , +11

T-SNE-CUDA: GPU-Accelerated T-SNE and its Applications to Modern Data

David M. Chan, Roshan Rao, Forrest Huang et al. · 2018 · 97 citations

, , +17

Visualization of labeled data using linear transformations

Yehuda Koren, Liran Carmel · 2003 · 71 citations

, , +17

VisCode: Embedding Information in Visualization Images using Encoder-Decoder Network

Peiying Zhang, Chenhui Li, Changbo Wang · IEEE Transactions on Visualization and Computer Graphics · 2020 · 71 citations

, , +15

1–5 of 22

Authors

69

  1. JZ
    Jiawei Zhang

    University of California, Davis, United States

    1 publications · 12 citations

    1

    h-index

  2. YW
    Yiwei Wu

    Hong Kong Polytechnic University, Hong Kong SAR China

    1 publications · 31 citations

    1

    h-index

  3. DW
    Daniel Witschard

    Linköping University, Sweden

    1 publications · 28 citations

    1

    h-index

  4. CL
    Chenhui Li

    East China Normal University, China

    1 publications · 71 citations

    1

    h-index

  5. AK
    Andreas Kerren

    Linnaeus University, Sweden

    1 publications · 28 citations

    1

    h-index

1–5 of 69

Institutions

32

  1. University of California, Berkeley

    Berkeley, United States

    2 h-index

    7 publications

    451 citations

  2. Brown University

    Providence, United States

    1 h-index

    1 publications

    43 citations

  3. University of Florida

    Gainesville, United States

    1 h-index

    1 publications

    21 citations

  4. Universidad Nacional de Colombia

    Bogotá, Colombia

    1 h-index

    1 publications

    21 citations

  5. Universidade Federal do Espírito Santo

    Vitória, Brazil

    1 h-index

    1 publications

    16 citations

  6. Weizmann Institute of Science

    Rehovot, Israel

    1 h-index

    2 publications

    142 citations

  7. Linköping University

    Linköping, Sweden

    1 h-index

    3 publications

    84 citations

  8. University of Utah

    Salt Lake City, United States

    1 h-index

    3 publications

    105 citations

1–8 of 32

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 3 publications · 114 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 188 citations

    2

    h-index

  3. Computer Graphics Forum

    2 publications · 63 citations

    2

    h-index

  4. 1

    h-index

  5. Journal of eScience Librarianship

    JESLIB · 1 publications · 19 citations

    1

    h-index

1–5