Concepedia

Network Data Uncertainty

Network Data Uncertainty is a type of uncertainty in network visualization that arises from imprecision, incompleteness, or randomness in the underlying network structure or attributes, distinguishing it from other visualization-related uncertainties by originating directly in the data rather than in visual mapping or interpretation processes.

35

Publications

2K

Citations

102

Authors

53

Institutions

Publications per year

2017–2026

17

Parents

Publications

35

Network structure from rich but noisy data

Nature Physics · 2018 · 225 citations · Full text

, , +14

Measurement error in network data: A re-classification

Dan J. Wang, Xiaolin Shi, Daniel A. McFarland et al. · Social Networks · 2012 · 205 citations

, , +14

Exploiting Unlabeled Data in CNNs by Self-Supervised Learning to Rank

Xialei Liu, Joost van de Weijer, Andrew D. Bagdanov · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 201 citations · Full text

, , +16

Managing Uncertainty in Social Networks.

Eytan Adar, Christopher Ré · IEEE Data(base) Engineering Bulletin · 2007 · 122 citations

, , +11

Bayesian analysis for partially observed network data, missing ties, attributes and actors

Johan Koskinen, Garry Robins, Peng Wang et al. · Social Networks · 2013 · 105 citations

, , +13

1–5 of 35

Authors

102

  1. TH
    Thanh H. Nguyen

    University of Southern California, United States

    2 publications · 55 citations

    2

    h-index

  2. MW
    Mason Wright

    University of Michigan, United States

    2 publications · 55 citations

    2

    h-index

  3. MP
    Michael P. Wellman

    University of Michigan, United States

    2 publications · 55 citations

    2

    h-index

  4. ME
    M. E. J. Newman

    University of Michigan, United States

    2 publications · 104 citations

    2

    h-index

  5. IF
    Ian Fischer

    Google (United States), United States

    1 publications · 65 citations

    1

    h-index

1–5 of 102

Institutions

53

  1. University of Michigan

    Ann Arbor, United States

    4 h-index

    9 publications

    511 citations

  2. Duke University

    Durham, United States

    2 h-index

    2 publications

    64 citations

  3. Université Lille Nord de France

    Lille, France

    2 h-index

    3 publications

    57 citations

  4. University of Washington

    Seattle, United States

    2 h-index

    3 publications

    300 citations

  5. King's College London

    London, United Kingdom

    1 h-index

    1 publications

    54 citations

  6. Microsoft (United States)

    Redmond, United States

    1 h-index

    1 publications

    205 citations

  7. University of Trento

    Trento, Italy

    1 h-index

    1 publications

    16 citations

  8. The University of Melbourne

    Melbourne, Australia

    1 h-index

    3 publications

    315 citations

1–8 of 53

Venues

  1. Social Networks

    2 publications · 310 citations

    2

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 76 citations

    2

    h-index

  3. The Annals of Applied Statistics

    AOAS · 2 publications · 111 citations

    2

    h-index

  4. 1

    h-index

  5. Nature Physics

    1 publications · 225 citations

    1

    h-index

1–5