Concepedia

Visual Data Mining

Visual Data Mining is an academic concept that refers to a human-centred process of discovering implicit, previously unknown, and valuable patterns in data through interactive visual interfaces, distinguished from automated data mining by its emphasis on integrating human judgment and perceptual cognition into the analytical workflow.

1.4K

Publications

78K

Citations

4K

Authors

1.3K

Institutions

Publications per year

2017–2026

417

Parents

Children

Publications

1.4K

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

Takaya Saito, Marc Rehmsmeier · PLoS ONE · 2015 · 4.7K citations · Full text

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ROCR: visualizing classifier performance in R

Tobias Sing, Oliver Sander, Niko Beerenwinkel et al. · Computer applications in the biosciences · 2005 · 3.3K citations · Full text

, , +14

Mining the peanut gallery

Kushal Dave, Steve Lawrence, David M. Pennock · 2003 · 1.9K citations

, , +2

Orange: data mining toolbox in python

Janez Demšar, Tomaž Curk, Aleš Erjavec et al. · Journal of Machine Learning Research · 2013 · 1.6K citations

, , +13

Information visualization and visual data mining

Daniel A. Keim · IEEE Transactions on Visualization and Computer Graphics · 2002 · 1.6K citations · Full text

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1–5 of 1.4K

Authors

4K

  1. DA
    Daniel A. Keim

    University of Konstanz, Germany

    19 publications · 3.7K citations

    17

    h-index

  2. JY
    Junsong Yuan

    Nanyang Technological University, Singapore

    12 publications · 360 citations

    12

    h-index

  3. SC
    Shu‐Ching Chen

    Florida International University, United States

    14 publications · 541 citations

    12

    h-index

  4. MS
    Mei‐Ling Shyu

    University of Miami, United States

    15 publications · 579 citations

    12

    h-index

  5. HQ
    Huamin Qu

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

    11 publications · 918 citations

    11

    h-index

1–5 of 4K

Institutions

1.3K

  1. Microsoft Research Asia (China)

    Beijing, China

    15 h-index

    32 publications

    2.2K citations

  2. Zhejiang University

    Hangzhou, China

    14 h-index

    58 publications

    2.8K citations

  3. Tsinghua University

    Beijing, China

    14 h-index

    49 publications

    2.7K citations

  4. University of Miami

    Coral Gables, United States

    14 h-index

    32 publications

    1.2K citations

  5. Florida International University

    Miami, United States

    14 h-index

    38 publications

    1.4K citations

  6. Nanyang Technological University

    Singapore, Singapore

    14 h-index

    29 publications

    954 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    13 h-index

    29 publications

    1K citations

  8. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    13 h-index

    23 publications

    775 citations

1–8 of 1.3K

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 43 publications · 5.5K citations

    34

    h-index

  2. Expert Systems with Applications

    18 publications · 1K citations

    15

    h-index

  3. Neurocomputing

    15 publications · 1K citations

    13

    h-index

  4. Multimedia Tools and Applications

    13 publications · 440 citations

    13

    h-index

  5. Procedia Computer Science

    10 publications · 402 citations

    10

    h-index

1–5