Concepedia

Temporal Data Analysis

Temporal Data Analysis is a methodological framework within the domain of real-time analytics that distinguishes itself by systematically examining the chronological ordering, timing, and duration of events to extract patterns and insights from data sequences evolving over time.

744

Publications

45.2K

Citations

2.2K

Authors

828

Institutions

Publications per year

2017–2026

270

Parents

Publications

744

Taking Time Seriously: Time-Series-Cross-Section Analysis with a Binary Dependent Variable

Nathaniel Beck, Jonathan N. Katz, Richard P. Tucker · American Journal of Political Science · 1998 · 2.5K citations

, , +17

Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks

Guokun Lai, Wei-Cheng Chang, Yiming Yang et al. · 2018 · 2.1K citations

, , +16

Plastic rain in protected areas of the United States

Janice Brahney, Margaret Hallerud, Eric Heim et al. · Science · 2020 · 1.1K citations

, , +16

sdm: a reproducible and extensible R platform for species distribution modelling

Babak Naimi, Miguel B. Araújo · Ecography · 2016 · 1.1K citations

, , +17

Reservoir computing using dynamic memristors for temporal information processing

Chao Du, Fuxi Cai, Mohammed A. Zidan et al. · Nature Communications · 2017 · 993 citations · Full text

, , +10

1–5 of 744

Authors

2.2K

  1. BS
    Ben Shneiderman

    University of Maryland, College Park, United States

    8 publications · 791 citations

    8

    h-index

  2. CP
    Catherine Plaisant

    University of Maryland, College Park, United States

    6 publications · 626 citations

    6

    h-index

  3. DC
    Dean Croushore

    University of Richmond, United States

    6 publications · 690 citations

    6

    h-index

  4. GA
    Gennady Andrienko

    Fraunhofer Institute for Intelligent Analysis and Information Systems, Germany

    3 publications · 62 citations

    5

    h-index

  5. NA
    Natalia Andrienko

    Fraunhofer Institute for Intelligent Analysis and Information Systems, Germany

    3 publications · 62 citations

    5

    h-index

1–5 of 2.2K

Institutions

828

  1. Stanford University

    Stanford, United States

    15 h-index

    39 publications

    3.8K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    11 h-index

    22 publications

    9.2K citations

  3. University of Michigan

    Ann Arbor, United States

    10 h-index

    25 publications

    6.7K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    17 publications

    498 citations

  5. University of Washington

    Seattle, United States

    9 h-index

    15 publications

    1K citations

  6. University of Maryland, College Park

    College Park, United States

    9 h-index

    30 publications

    3.3K citations

  7. University of Illinois Urbana-Champaign

    Urbana, United States

    8 h-index

    11 publications

    1.7K citations

  8. New York University

    New York, United States

    7 h-index

    10 publications

    765 citations

1–8 of 828

Venues

  1. arXiv (Cornell University)

    Repository · 21 publications · 702 citations

    13

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 14 publications · 2.2K citations

    12

    h-index

  3. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 12 publications · 1.1K citations

    12

    h-index

  4. Sensors

    8 publications · 351 citations

    9

    h-index

  5. IEEE Access

    7 publications · 298 citations

    8

    h-index

1–5