Concepedia

Ai Transparency

AI Transparency is a governance framework that specifies the conditions under which the operations, data, models, and decision-making processes of artificial intelligence systems are made accessible, interpretable, and accountable to stakeholders, distinguishing it from related governance mechanisms by its focus on epistemic openness and informational disclosure in AI development and deployment.

546

Publications

40.8K

Citations

1.4K

Authors

685

Institutions

Publications per year

2017–2026

541

Parents

Publications

546

Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)

Amina Adadi, Mohammed Berrada · IEEE Access · 2018 · 5.8K citations · Full text

, , +10

A governance model for the application of AI in health care

Sandeep Reddy, Sonia Allan, Simon Coghlan et al. · Journal of the American Medical Informatics Association · 2019 · 844 citations · Full text

, , +17

The Role of AI in Hospitals and Clinics: Transforming Healthcare in the 21st Century

Shiva Maleki Varnosfaderani, Mohamad Forouzanfar · Bioengineering · 2024 · 770 citations · Full text

, , +17

Explainable AI (XAI): A systematic meta-survey of current challenges and future opportunities

Waddah Saeed, Christian W. Omlin · Knowledge-Based Systems · 2023 · 697 citations · Full text

, , +11

Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning Systems

Anupam Datta, Shayak Sen, Yair Zick · 2016 · 696 citations

, , +13

1–5 of 546

Authors

1.4K

  1. QV
    Q. Vera Liao

    Microsoft (Canada), Canada

    5 publications · 843 citations

    5

    h-index

  2. SL
    Stefan Larsson

    Lund University, Sweden

    3 publications · 514 citations

    4

    h-index

  3. HH
    Harry Hemingway

    University College London, United Kingdom

    5 publications · 153 citations

    4

    h-index

  4. OK
    Oddur Kjartansson

    Google (United States), United States

    4 publications · 485 citations

    4

    h-index

  5. ND
    Natalia Díaz-Rodríguez

    Universidad de Granada, Spain

    4 publications · 866 citations

    4

    h-index

1–5 of 1.4K

Institutions

685

  1. University of Oxford

    Oxford, United Kingdom

    13 h-index

    26 publications

    930 citations

  2. Delft University of Technology

    Delft, The Netherlands

    10 h-index

    15 publications

    1.3K citations

  3. University College London

    London, United Kingdom

    8 h-index

    22 publications

    1.1K citations

  4. Stanford University

    Stanford, United States

    8 h-index

    9 publications

    464 citations

  5. University of Cambridge

    Cambridge, United Kingdom

    8 h-index

    12 publications

    1.2K citations

  6. University of Amsterdam

    Amsterdam, The Netherlands

    7 h-index

    15 publications

    589 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    12 publications

    2.5K citations

  8. The Alan Turing Institute

    London, United Kingdom

    7 h-index

    9 publications

    256 citations

1–8 of 685

Venues

  1. arXiv (Cornell University)

    Repository · 21 publications · 607 citations

    17

    h-index

  2. AI & Society

    13 publications · 933 citations

    14

    h-index

  3. SSRN Electronic Journal

    Repository · 20 publications · 835 citations

    14

    h-index

  4. AI and Ethics

    8 publications · 856 citations

    12

    h-index

  5. Computer

    8 publications · 557 citations

    8

    h-index

1–5