Concepedia

Temporal Bias Correction

Temporal Bias Correction is a methodological framework in data analysis that specifically addresses systematic errors arising from temporal distribution shifts by adjusting for time-dependent biases in observational or recorded data to ensure validity across temporal segments.

53

Publications

4.4K

Citations

180

Authors

110

Institutions

Publications per year

2017–2026

17

Parents

Publications

53

Distorted Views of Biodiversity: Spatial and Temporal Bias in Species Occurrence Data

Elizabeth H. Boakes, Philip J.K. McGowan, Richard A. Fuller et al. · PLoS Biology · 2010 · 802 citations · Full text

, , +17

Recurrent Recommender Networks

Chao-Yuan Wu, Amr Ahmed, Alex Beutel et al. · 2017 · 737 citations · Full text

, , +14

The Future Is Now: Temporal Correction in Affective Forecasting

Daniel T. Gilbert, Michael J. Gill, Timothy D. Wilson · Organizational Behavior and Human Decision Processes · 2002 · 435 citations

, , +13

An easy mathematical proof showed that time-dependent bias inevitably leads to biased effect estimation

Jan Beyersmann, Petra Gastmeier, Martin Wolkewitz et al. · Journal of Clinical Epidemiology · 2008 · 162 citations

, , +14

On biased reservoir sampling in the presence of stream evolution

Charų C. Aggarwal · Very Large Data Bases · 2006 · 148 citations

, , +13

1–5 of 53

Authors

180

  1. RM
    Rajeshwar Mehrotra

    UNSW Sydney, Australia

    2 publications · 283 citations

    2

    h-index

  2. SF
    Santo Fortunato

    Institute for Scientific Interchange, Italy

    2 publications · 102 citations

    2

    h-index

  3. MB
    Michaela Bray

    University of Bristol, United Kingdom

    2 publications · 31 citations

    2

    h-index

  4. AM
    Alexander M. Petersen

    University of California, Merced, United States

    2 publications · 102 citations

    2

    h-index

  5. DH
    Dawei Han

    University of Bristol, United Kingdom

    2 publications · 31 citations

    2

    h-index

1–5 of 180

Institutions

110

  1. University of Freiburg

    Freiburg im Breisgau, Germany

    3 h-index

    7 publications

    784 citations

  2. University of California, Merced

    Merced, United States

    2 h-index

    2 publications

    102 citations

  3. Politecnico di Milano

    Milan, Italy

    2 h-index

    2 publications

    102 citations

  4. Cardiff University

    Cardiff, United Kingdom

    2 h-index

    2 publications

    31 citations

  5. University Medical Center Freiburg

    Freiburg im Breisgau, Germany

    2 h-index

    4 publications

    577 citations

  6. University of Bristol

    Bristol, United Kingdom

    2 h-index

    4 publications

    62 citations

  7. University of British Columbia

    Vancouver, Canada

    2 h-index

    6 publications

    378 citations

  8. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    2 h-index

    4 publications

    895 citations

1–8 of 110

Venues

  1. Theoretical and Applied Climatology

    3 publications · 88 citations

    3

    h-index

  2. Journal of Hydrology

    2 publications · 167 citations

    2

    h-index

  3. Environmental Monitoring and Assessment

    2 publications · 36 citations

    2

    h-index

  4. Hydrological Processes

    2 publications · 90 citations

    2

    h-index

  5. Journal of Clinical Epidemiology

    2 publications · 253 citations

    2

    h-index

1–5