Concepedia

Explainable Decision Making

Explainable Decision Making is a decision-making framework that belongs to the class of transparent artificial intelligence systems, distinguished by its capacity to provide human-understandable justifications for evaluation outcomes in applicant screening processes.

119

Publications

10.7K

Citations

407

Authors

241

Institutions

Publications per year

2017–2026

112

Parents

Publications

119

A Survey on the Explainability of Supervised Machine Learning

Nadia Burkart, Marco F. Huber · Journal of Artificial Intelligence Research · 2021 · 961 citations · Full text

, , +15

Designing Theory-Driven User-Centric Explainable AI

Danding Wang, Qian Yang, Ashraf Abdul et al. · 2019 · 848 citations

, , +16

Process descriptions of decision making

Ola Svenson · Organizational Behavior and Human Performance · 1979 · 655 citations

, , +13

DARPA's explainable artificial intelligence (XAI) program

David Gunning · 2019 · 538 citations

, , +12

A historical perspective of explainable Artificial Intelligence

Roberto Confalonieri, Ludovik Çoba, B.J. Wagner et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2020 · 368 citations · Full text

, , +8

1–5 of 119

Authors

407

  1. FC
    Federico Cabitza

    University of Milano-Bicocca, Italy

    2 publications · 69 citations

    2

    h-index

  2. YW
    Yu-Cheng Wang

    Chaoyang University of Technology, Taiwan

    2 publications · 93 citations

    2

    h-index

  3. BS
    Babak Salimi

    University of Washington, United States

    2 publications · 31 citations

    2

    h-index

  4. NP
    Nancy Pennington

    University of Colorado System, United States

    2 publications · 405 citations

    2

    h-index

  5. KC
    Kristof Coussement

    Institut d'Economie Scientifique Et de Gestion, France

    2 publications · 122 citations

    2

    h-index

1–5 of 407

Institutions

241

  1. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    4 publications

    166 citations

  2. University of Manchester

    Manchester, United Kingdom

    4 h-index

    14 publications

    1.7K citations

  3. Purdue University West Lafayette

    West Lafayette, United States

    3 h-index

    4 publications

    161 citations

  4. University of Chicago

    Chicago, United States

    3 h-index

    3 publications

    319 citations

  5. University of British Columbia

    Vancouver, Canada

    3 h-index

    3 publications

    239 citations

  6. Goethe University Frankfurt

    Frankfurt am Main, Germany

    3 h-index

    5 publications

    870 citations

  7. Université de Lille

    Lille, France

    3 h-index

    3 publications

    175 citations

  8. University of California San Diego

    San Diego, United States

    3 h-index

    10 publications

    856 citations

1–8 of 241

Venues

  1. Decision Support Systems

    4 publications · 360 citations

    4

    h-index

  2. Information Fusion

    3 publications · 231 citations

    3

    h-index

  3. 3

    h-index

  4. AI & Society

    3 publications · 121 citations

    3

    h-index

  5. 2

    h-index

1–5