Concepedia

Temporal Network Inference

Temporal Network Inference is a methodological framework within dynamic network analysis that enables the reconstruction or prediction of time-varying network structures from observed temporal data by distinguishing evolving node interactions from static or aggregated representations.

74

Publications

5.3K

Citations

257

Authors

129

Institutions

Publications per year

2017–2026

46

Parents

Publications

74

Neural representations of events arise from temporal community structure

Anna C. Schapiro, Timothy T. Rogers, Natalia I. Córdova et al. · Nature Neuroscience · 2013 · 623 citations · Full text

, , +12

Connectivity and inference problems for temporal networks

David Kempe, Jon Kleinberg, Amit Kumar · 2000 · 320 citations

, , +17

Connectivity and Inference Problems for Temporal Networks

David Kempe, Jon Kleinberg, Amit Kumar · Journal of Computer and System Sciences · 2002 · 277 citations

, , +17

ESTIMATING TIME-VARYING NETWORKS

2010 · 270 citations

, , +17

Recovering time-varying networks of dependencies in social and biological studies

Amr Ahmed, Eric P. Xing · Proceedings of the National Academy of Sciences · 2009 · 260 citations · Full text

, , +17

1–5 of 74

Authors

257

  1. IP
    Ioannis Psorakis

    University of Oxford, United Kingdom

    2 publications · 280 citations

    2

    h-index

  2. YC
    Yen‐Yu Chang

    Stanford University, United States

    2 publications · 65 citations

    2

    h-index

  3. RW
    Reínout W. Wiers

    University of Amsterdam, Netherlands

    2 publications · 183 citations

    2

    h-index

  4. DK
    David Kempe

    University of Southern California, United States

    2 publications · 597 citations

    2

    h-index

  5. YT
    Yuichi Tanaka

    Tokyo University of Agriculture and Technology, Japan

    2 publications · 78 citations

    2

    h-index

1–5 of 257

Institutions

129

  1. Virginia Tech

    Blacksburg, United States

    3 h-index

    4 publications

    93 citations

  2. Microsoft (United States)

    Redmond, United States

    3 h-index

    10 publications

    329 citations

  3. University of Michigan

    Ann Arbor, United States

    3 h-index

    7 publications

    263 citations

  4. University of Oxford

    Oxford, United Kingdom

    3 h-index

    21 publications

    2.3K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    9 publications

    1.1K citations

  6. Tsinghua University

    Beijing, China

    3 h-index

    9 publications

    336 citations

  7. IBM (United States)

    Armonk, United States

    3 h-index

    5 publications

    99 citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    6 publications

    536 citations

1–8 of 129

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 206 citations

    6

    h-index

  2. Information Sciences

    3 publications · 193 citations

    3

    h-index

  3. Nature Communications

    2 publications · 145 citations

    2

    h-index

  4. 2

    h-index

  5. Journal of The Royal Society Interface

    2 publications · 251 citations

    2

    h-index

1–5