Concepedia

Exploratory Data Visualization

Exploratory Data Visualization is a data visualization technique that enables analysts to iteratively examine and uncover underlying patterns, anomalies, and structures in data to inform hypothesis generation and further analysis.

400

Publications

63.5K

Citations

1.2K

Authors

504

Institutions

Publications per year

2017–2026

123

Parents

Publications

400

Nonlinear Dimensionality Reduction by Locally Linear Embedding

Sam T. Roweis, Lawrence K. Saul · Science · 2000 · 15K citations

, , +15

<b>FactoMineR</b> : An <i>R</i> Package for Multivariate Analysis

Sébastien Lê, Julie Josse, François Husson · Journal of Statistical Software · 2008 · 9.9K citations · Full text

, , +14

Nonlinear principal component analysis using autoassociative neural networks

Mark Kramer · AIChE Journal · 1991 · 3K citations

, , +16

KOBAS-i: intelligent prioritization and exploratory visualization of biological functions for gene enrichment analysis

Dechao Bu, Haitao Luo, Peipei Huo et al. · Nucleic Acids Research · 2021 · 2K citations · Full text

, , +15

Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation

Alex Goldstein, Adam Kapelner, Justin Bleich et al. · Journal of Computational and Graphical Statistics · 2014 · 1.8K citations · Full text

, , +12

1–5 of 400

Authors

1.2K

  1. GA
    Gennady Andrienko

    Fraunhofer Institute for Intelligent Analysis and Information Systems, Germany

    6 publications · 353 citations

    6

    h-index

  2. NA
    Natalia Andrienko

    Fraunhofer Institute for Intelligent Analysis and Information Systems, Germany

    6 publications · 353 citations

    6

    h-index

  3. DF
    Danyel Fisher

    Microsoft (United States), United States

    5 publications · 532 citations

    5

    h-index

  4. ÇD
    Çağatay Demiralp

    Brown University, United States

    5 publications · 223 citations

    5

    h-index

  5. AM
    Alan M. MacEachren

    Pennsylvania State University, United States

    5 publications · 667 citations

    5

    h-index

1–5 of 1.2K

Institutions

504

  1. Brown University

    Providence, United States

    8 h-index

    26 publications

    1.4K citations

  2. Stanford University

    Stanford, United States

    8 h-index

    27 publications

    1.8K citations

  3. The Ohio State University

    Columbus, United States

    7 h-index

    12 publications

    596 citations

  4. Pennsylvania State University

    State College, United States

    7 h-index

    21 publications

    9K citations

  5. Microsoft (United States)

    Redmond, United States

    6 h-index

    12 publications

    1.4K citations

  6. University of Washington

    Seattle, United States

    6 h-index

    12 publications

    688 citations

  7. Fraunhofer Institute for Intelligent Analysis and Information Systems

    Sankt Augustin, Germany

    6 h-index

    14 publications

    892 citations

  8. Pacific Northwest National Laboratory

    Richland, United States

    6 h-index

    30 publications

    2.5K citations

1–8 of 504

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 23 publications · 2K citations

    20

    h-index

  2. Computer Graphics Forum

    8 publications · 319 citations

    8

    h-index

  3. Nucleic Acids Research

    7 publications · 5K citations

    7

    h-index

  4. arXiv (Cornell University)

    Repository · 7 publications · 180 citations

    7

    h-index

  5. Information Visualization

    5 publications · 180 citations

    5

    h-index

1–5