Concepedia

Black Box Modeling

Black Box Modeling is a functional modeling approach that characterizes a system solely by its inputs and outputs without explicit representation of its internal mechanisms or structural composition.

1.2K

Publications

87.5K

Citations

3.4K

Authors

1.2K

Institutions

Publications per year

2017–2026

550

Variants

Black-box Modeling

Parents

Publications

1.2K

Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

Cynthia Rudin · Nature Machine Intelligence · 2019 · 9K citations · Full text

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Boosting Adversarial Attacks with Momentum

Yinpeng Dong, Fangzhou Liao, Tianyu Pang et al. · 2018 · 2.9K citations

, , +8

Inside the Black Box: Technology and Economics

M. Granger Morgan, Nathan Rosenberg · Journal of Policy Analysis and Management · 1983 · 2.4K citations · Full text

, , +6

Anchors: High-Precision Model-Agnostic Explanations

Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 2.1K citations · Full text

, , +15

Inside the Black Box: Technology and Economics

Ulrich Kohli, Nathan Rosenberg · Southern Economic Journal · 1984 · 2K citations

, , +6

1–5 of 1.2K

Authors

3.4K

  1. CR
    Cynthia Rudin

    Duke University, United States

    11 publications · 10.5K citations

    11

    h-index

  2. LL
    Lennart Ljung

    Linköping University, Sweden

    10 publications · 3K citations

    10

    h-index

  3. RC
    Rich Caruana

    Cornell University, United States

    8 publications · 643 citations

    8

    h-index

  4. AB
    A. Barrado

    Universidad Carlos III de Madrid, Spain

    7 publications · 323 citations

    7

    h-index

  5. VV
    V. Valdivia

    Universidad Carlos III de Madrid, Spain

    7 publications · 323 citations

    7

    h-index

1–5 of 3.4K

Institutions

1.2K

  1. Centre National de la Recherche Scientifique

    Paris, France

    14 h-index

    41 publications

    1.2K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    14 h-index

    43 publications

    4.9K citations

  3. Stanford University

    Stanford, United States

    13 h-index

    20 publications

    4.8K citations

  4. University of California, Berkeley

    Berkeley, United States

    12 h-index

    33 publications

    5.8K citations

  5. Politecnico di Milano

    Milan, Italy

    11 h-index

    35 publications

    1.3K citations

  6. University of Washington

    Seattle, United States

    11 h-index

    22 publications

    5K citations

  7. KU Leuven

    Leuven, Belgium

    11 h-index

    28 publications

    925 citations

  8. Tsinghua University

    Beijing, China

    10 h-index

    24 publications

    18.8K citations

1–8 of 1.2K

Venues

  1. arXiv (Cornell University)

    Repository · 82 publications · 5.6K citations

    30

    h-index

  2. IEEE Transactions on Power Delivery

    14 publications · 497 citations

    14

    h-index

  3. IEEE Access

    11 publications · 992 citations

    11

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 10 publications · 2.7K citations

    10

    h-index

  5. The Journal of Chemical Physics

    9 publications · 394 citations

    9

    h-index

1–5