Concepedia

T-sne Visualization

t-SNE Visualization is a dimensionality reduction technique that distinguishes itself by preserving local structures in high-dimensional data through probabilistic modeling of pairwise similarities in a lower-dimensional embedding.

114

Publications

64.1K

Citations

371

Authors

190

Institutions

Publications per year

2017–2026

97

Parents

Publications

114

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

, , +13

UMAP: Uniform Manifold Approximation and Projection

Leland McInnes, John Healy, Nathaniel Saul et al. · The Journal of Open Source Software · 2018 · 9.6K citations · Full text

, , +12

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Leland McInnes, John J. Healy · arXiv (Cornell University) · 2018 · 7.5K citations · Full text

, , +11

Accelerating t-SNE using tree-based algorithms

Laurens van der Maaten · 2014 · 2.4K citations

, , +12

The art of using t-SNE for single-cell transcriptomics

Dmitry Kobak, Philipp Berens · Nature Communications · 2019 · 1.1K citations · Full text

, , +14

1–5 of 114

Authors

371

  1. LV
    Laurens van der Maaten

    Delft University of Technology, Netherlands

    5 publications · 38.5K citations

    5

    h-index

  2. XH
    Xiaohua Hu

    Drexel University, United States

    4 publications · 62 citations

    4

    h-index

  3. DK
    Dmitry Kobak

    University of Tübingen, Germany

    4 publications · 1.3K citations

    4

    h-index

  4. PB
    Philipp Berens

    University of Tübingen, Germany

    4 publications · 1.3K citations

    4

    h-index

  5. XJ
    Xingpeng Jiang

    Central China Normal University, China

    4 publications · 62 citations

    4

    h-index

1–5 of 371

Institutions

190

  1. Delft University of Technology

    Delft, The Netherlands

    7 h-index

    17 publications

    3.3K citations

  2. University of Tübingen

    Tübingen, Germany

    3 h-index

    7 publications

    2.5K citations

  3. University of California San Diego

    San Diego, United States

    3 h-index

    5 publications

    170 citations

  4. Central China Normal University

    Wuhan, China

    3 h-index

    19 publications

    227 citations

  5. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    4 publications

    472 citations

  6. Salk Institute for Biological Studies

    La Jolla, United States

    3 h-index

    5 publications

    170 citations

  7. Michigan State University

    East Lansing, United States

    3 h-index

    6 publications

    94 citations

  8. University of Ljubljana

    Ljubljana, Slovenia

    3 h-index

    8 publications

    737 citations

1–8 of 190

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 8.2K citations

    12

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 5 publications · 292 citations

    5

    h-index

  3. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 4 publications · 414 citations

    4

    h-index

  4. Machine Learning

    3 publications · 398 citations

    3

    h-index

  5. Nature Communications

    3 publications · 1.8K citations

    3

    h-index

1–5