Concepedia

Post-processing Of Predictions

Post-Processing of Predictions is a computational procedure applied after initial model inference to refine, calibrate, or adjust raw prediction outputs in order to reduce false positives by incorporating domain-specific rules, thresholding mechanisms, or contextual constraints.

18

Publications

1.1K

Citations

78

Authors

43

Institutions

Publications per year

2017–2026

7

Parents

Publications

18

Post-processing rainfall forecasts from numerical weather prediction models for short-term streamflow forecasting

David Robertson, Durga Lal Shrestha, Quan J. Wang · Hydrology and earth system sciences · 2013 · 172 citations · Full text

, , +17

Convolutional Random Walk Networks for Semantic Image Segmentation

Gedas Bertasius, Lorenzo Torresani, Stella X. Yu et al. · 2017 · 143 citations

, , +16

Towards Explaining the Effects of Data Preprocessing on Machine Learning

Carlos Vladimiro Gonzalez Zelaya · 2019 · 140 citations

, , +13

The role of the postaudit in model validation

Mary P. Anderson, William Woessner · Advances in Water Resources · 1992 · 126 citations

, , +9

Post-hoc explanation of black-box classifiers using confident itemsets

Milad Moradi, Matthias Samwald · Expert Systems with Applications · 2020 · 119 citations · Full text

, , +12

1–5 of 18

Authors

78

  1. SX
    Stella X. Yu

    University of California, Berkeley, United States

    2 publications · 157 citations

    2

    h-index

  2. LT
    Lorenzo Torresani

    Dartmouth College, United States

    2 publications · 157 citations

    2

    h-index

  3. GB
    Gedas Bertasius

    University of North Carolina at Chapel Hill, United States

    2 publications · 157 citations

    2

    h-index

  4. JS
    Jianbo Shi

    University of Pennsylvania, United States

    2 publications · 157 citations

    2

    h-index

  5. RI
    Rune Inglev

    Technical University of Denmark, Denmark

    1 publications · 44 citations

    1

    h-index

1–5 of 78

Institutions

43

  1. International Computer Science Institute

    Berkeley, United States

    1 h-index

    1 publications

    143 citations

  2. Google (United States)

    Mountain View, United States

    1 h-index

    4 publications

    104 citations

  3. University of Alabama

    Tuscaloosa, United States

    1 h-index

    4 publications

    104 citations

  4. University of California, Berkeley

    Berkeley, United States

    1 h-index

    1 publications

    143 citations

  5. Universidad Politécnica de Madrid

    Madrid, Spain

    1 h-index

    2 publications

    50 citations

  6. European Federation of Pharmaceutical Industries and Associations

    Brussels, Belgium

    1 h-index

    1 publications

    15 citations

  7. European Food Safety Authority

    Parma, Italy

    1 h-index

    1 publications

    15 citations

  8. Universitatea Națională de Știință și Tehnologie Politehnica București

    Bucharest, Romania

    1 h-index

    1 publications

    48 citations

1–8 of 43

Venues

  1. Pattern Recognition

    1 publications · 11 citations

    1

    h-index

  2. The Journal of the Acoustical Society of America

    JASA · 1 publications · 48 citations

    1

    h-index

  3. Neural Computing and Applications

    1 publications · 10 citations

    1

    h-index

  4. 1

    h-index

  5. Alternatives to Laboratory Animals

    1 publications · 15 citations

    1

    h-index

1–5