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An Ontology for Fairness Metrics

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References

2021A Survey on Bias and Fairness in Machine Learning5,798 cited
2022Amazon Scraps Secret AI Recruiting Tool that Showed Bias against Women *1,165 cited
2021The Problem of Fairness in Synthetic Healthcare Data92 cited
2021On the Applicability of Machine Learning Fairness Notions72 cited

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2025Navigating fairness aspects of clinical prediction models26 cited
2024Towards a Responsible AI Metrics Catalogue: A Collection of Metrics for AI Accountability25 cited
2023Unmasking Nationality Bias: A Study of Human Perception of Nationalities in AI-Generated Articles14 cited

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