Effects of Matching on Evaluation of Accuracy, Fairness, and Fairness Impossibility in AI-ML Systems. - Phillip Honenberger; Omolade Ola; William Mapp; Pilhwa Lee (FLAIRS, 2024)

Decisional value scores: A new family of metrics for ethical AI-ML. - Gabriella Waters; William Mapp; Phillip Honenberger (AI Ethics, 2025)