Concepedia

Missing Data Visualization

Missing Data Visualization is a visualization technique that specifically represents gaps or absent values within temporal data sequences, distinguishing itself by encoding the presence, pattern, and extent of missingness alongside observed time-series observations.

21

Publications

1.3K

Citations

51

Authors

24

Institutions

Publications per year

2017–2026

6

Parents

Publications

21

Imputation with the <i>R</i> Package <b>VIM</b>

Alexander Kowarik, Matthias Templ · Journal of Statistical Software · 2016 · 648 citations · Full text

, , +17

Exploring incomplete data using visualization techniques

Matthias Templ, Andreas Alfons, Peter Filzmoser · Advances in Data Analysis and Classification · 2011 · 115 citations · Full text

, , +12

Interactive Graphics for Data Sets with Missing Values—MANET

Antony Unwin, G. W. Hawkins, Heike Hofmann et al. · Journal of Computational and Graphical Statistics · 1996 · 108 citations

, , +14

Where's My Data? Evaluating Visualizations with Missing Data

Hayeong Song, Danielle Albers Szafir · IEEE Transactions on Visualization and Computer Graphics · 2018 · 76 citations

, , +17

Interactive Graphics for Data Sets with Missing Values: MANET

Antony Unwin, George Hawkins, Heike Hofmann et al. · Journal of Computational and Graphical Statistics · 1996 · 70 citations

, , +10

1–5 of 21

Authors

51

  1. AP
    Alex Pang

    University of California, Santa Cruz, United States

    3 publications · 46 citations

    3

    h-index

  2. SD
    Suzana Djurcilov

    University of California, Santa Cruz, United States

    3 publications · 46 citations

    3

    h-index

  3. HH
    Heike Hofmann

    Iowa State University, United States

    3 publications · 204 citations

    3

    h-index

  4. PF
    Peter Filzmoser

    TU Wien, Austria

    2 publications · 130 citations

    2

    h-index

  5. JC
    John Cavallo

    Goddard Space Flight Center, United States

    2 publications · 30 citations

    2

    h-index

1–5 of 51

Institutions

24

  1. University of California, Santa Cruz

    Santa Cruz, United States

    2 h-index

    4 publications

    72 citations

  2. TU Wien

    Vienna, Austria

    2 h-index

    8 publications

    420 citations

  3. Statistics Austria

    Vienna, Austria

    2 h-index

    3 publications

    1.4K citations

  4. Goddard Space Flight Center

    Greenbelt, United States

    2 h-index

    6 publications

    90 citations

  5. University of Skövde

    Skövde, Sweden

    1 h-index

    2 publications

    32 citations

  6. Laboratoire d'Informatique de Paris-Nord

    Villetaneuse, France

    1 h-index

    2 publications

    20 citations

  7. Otto-von-Guericke-Universität Magdeburg

    Magdeburg, Germany

    1 h-index

    5 publications

    80 citations

  8. KU Leuven

    Leuven, Belgium

    1 h-index

    1 publications

    115 citations

1–8 of 24

Venues

  1. Journal of Computational and Graphical Statistics

    JCGS · 2 publications · 178 citations

    2

    h-index

  2. Journal of Statistical Software

    JSS · 2 publications · 674 citations

    2

    h-index

  3. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 2 publications · 94 citations

    2

    h-index

  4. IEEE Visualization

    Conference · 2 publications · 27 citations

    2

    h-index

  5. IEEE Access

    1 publications · 22 citations

    1

    h-index

1–5