Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems

As artificial intelligence plays an increasingly substantial role in decisions affecting humans and society, the accountability of automated decision systems has been receiving increasing attention from researchers and practitioners. Fairness, which is concerned with eliminating unjust treatment and...

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Vydané v:	IEEE ... International Conference on Data Mining workshops s. 137 - 146
Hlavní autori:	Gursoy, Furkan, Kakadiaris, Ioannis A.
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.11.2022
Predmet:	algorithm audit algorithmic accountability Artificial intelligence automated decision systems Benchmark testing Conferences Data mining fairness Measurement
ISSN:	2375-9259
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