Concepedia

Discrimination Detection

Discrimination Detection is a computational method designed to identify unlawful or biased disparities in algorithmic decision-making systems by systematically measuring the extent to which outcomes vary across protected attributes such as race, gender, or ethnicity.

123

Publications

8K

Citations

282

Authors

146

Institutions

Publications per year

2017–2026

47

Parents

Publications

123

Fairness testing: testing software for discrimination

Sainyam Galhotra, Yuriy Brun, Alexandra Meliou · 2017 · 398 citations · Full text

, , +16

Clear and convincing evidence: measurement of discrimination in America

Choice Reviews Online · 1994 · 357 citations

, , +12

Discrimination in the Age of Algorithms

Jon Kleinberg, Jens Ludwig, Sendhil Mullainathan et al. · The Journal of Legal Analysis · 2018 · 356 citations · Full text

, , +9

A Methodology for Direct and Indirect Discrimination Prevention in Data Mining

Sara Hajian · IEEE Transactions on Knowledge and Data Engineering · 2012 · 311 citations

, , +11

Blood Samples : Probability of Discrimination

Deborah Jones · Journal of the Forensic Science Society · 1972 · 290 citations

, , +7

1–5 of 123

Authors

282

  1. SR
    Salvatore Ruggieri

    University of Pisa, Italy

    9 publications · 846 citations

    9

    h-index

  2. FT
    Franco Turini

    University of Pisa, Italy

    8 publications · 834 citations

    8

    h-index

  3. DP
    Dino Pedreschi

    University of Pisa, Italy

    7 publications · 644 citations

    7

    h-index

  4. YW
    Yongkai Wu

    University of Arkansas at Fayetteville, United States

    5 publications · 304 citations

    5

    h-index

  5. XW
    Xintao Wu

    University of Arkansas at Fayetteville, United States

    5 publications · 304 citations

    5

    h-index

1–5 of 282

Institutions

146

  1. University of Pisa

    Pisa, Italy

    9 h-index

    25 publications

    2.4K citations

  2. University of Chicago

    Chicago, United States

    7 h-index

    9 publications

    994 citations

  3. University of Arkansas at Fayetteville

    Fayetteville, United States

    5 h-index

    15 publications

    912 citations

  4. Microsoft (United States)

    Redmond, United States

    4 h-index

    4 publications

    184 citations

  5. KU Leuven

    Leuven, Belgium

    4 h-index

    4 publications

    150 citations

  6. Cornell University

    Ithaca, United States

    4 h-index

    4 publications

    652 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    5 publications

    269 citations

  8. Washington University in St. Louis

    St Louis, United States

    3 h-index

    4 publications

    185 citations

1–8 of 146

Venues

  1. arXiv (Cornell University)

    Repository · 10 publications · 246 citations

    10

    h-index

  2. SSRN Electronic Journal

    Repository · 4 publications · 77 citations

    4

    h-index

  3. Science

    3 publications · 169 citations

    3

    h-index

  4. Artificial Intelligence and Law

    AIL · 3 publications · 216 citations

    3

    h-index

  5. The Journal of Human Resources

    JHR · 2 publications · 283 citations

    2

    h-index

1–5