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...

Full description

Bibliographic Details

Published in:	IEEE ... International Conference on Data Mining workshops pp. 137 - 146
Main Authors:	Gursoy, Furkan, Kakadiaris, Ioannis A.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.11.2022
Subjects:	algorithm audit algorithmic accountability Artificial intelligence automated decision systems Benchmark testing Conferences Data mining fairness Measurement
ISSN:	2375-9259
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!