Concepedia

Temporal Aggregation

Temporal Aggregation is a methodological construct in temporal data analysis that synthesizes time-ordered observations into coarser temporal units through specified summary functions to expose patterns, trends, or features over time.

450

Publications

29K

Citations

1.3K

Authors

577

Institutions

Publications per year

2017–2026

171

Parents

Publications

450

The Distribution of Realized Exchange Rate Volatility

Torben G. Andersen, Tim Bollerslev, Francis X. Diebold et al. · Journal of the American Statistical Association · 2001 · 2.2K citations

, , +17

Accurate medium-range global weather forecasting with 3D neural networks

Kaifeng Bi, Lingxi Xie, Hengheng Zhang et al. · Nature · 2023 · 1.4K citations · Full text

, , +14

Temporal Aggregation of Garch Processes

Feike C. Drost, Theo Nijman · Econometrica · 1993 · 699 citations

, , +17

P-CNN: Pose-Based CNN Features for Action Recognition

Guilhem Chéron, Ivan Laptev, Cordelia Schmid · 2015 · 640 citations · Full text

, , +15

Land Cover Classification using Google Earth Engine and Random Forest Classifier—The Role of Image Composition

Thanh Noi Phan, Verena Kuch, Lukas Lehnert · Remote Sensing · 2020 · 603 citations · Full text

, , +16

1–5 of 450

Authors

1.3K

  1. ÉG
    Éric Ghysels

    University of North Carolina at Chapel Hill, United States

    6 publications · 266 citations

    6

    h-index

  2. WW
    William W. S. Wei

    Temple University, United States

    5 publications · 228 citations

    5

    h-index

  3. FX
    Francis X. Diebold

    University of Pennsylvania, United States

    5 publications · 3.1K citations

    5

    h-index

  4. MZ
    M. Zied Babaï

    Kedge Business School, France

    4 publications · 198 citations

    4

    h-index

  5. GC
    George C. Tiao

    University of Wisconsin–Madison, United States

    4 publications · 285 citations

    4

    h-index

1–5 of 1.3K

Institutions

577

  1. Lancaster University

    Lancaster, United Kingdom

    7 h-index

    7 publications

    293 citations

  2. City University of Hong Kong

    Hong Kong, Hong Kong

    6 h-index

    14 publications

    619 citations

  3. University of Oxford

    Oxford, United Kingdom

    6 h-index

    14 publications

    2.3K citations

  4. Stanford University

    Stanford, United States

    6 h-index

    10 publications

    555 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    17 publications

    713 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    12 publications

    1.5K citations

  7. Duke University

    Durham, United States

    6 h-index

    7 publications

    1.1K citations

  8. National Bureau of Economic Research

    Cambridge, United States

    6 h-index

    15 publications

    11.5K citations

1–8 of 577

Venues

  1. arXiv (Cornell University)

    Repository · 15 publications · 566 citations

    13

    h-index

  2. Journal of Econometrics

    11 publications · 794 citations

    11

    h-index

  3. SSRN Electronic Journal

    Repository · 8 publications · 804 citations

    8

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 7 publications · 265 citations

    7

    h-index

  5. RePEc: Research Papers in Economics

    Repository · 7 publications · 399 citations

    7

    h-index

1–5