Farayola, Michael Mayowa, Tal, Irina ORCID: 0000-0001-9656-668X, Saber, Takfarinas ORCID: 0000-0003-2958-7979, Connolly, Regina ORCID: 0000-0003-3196-2889 and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2026) A fairness-focused approach to recidivism prediction: implications for accuracy, trust, and equity. AI and Society, 41 . pp. 2783-2801. ISSN 1435-5655

Farayola, Michael Mayowa (2025) Fairness of Artificial Intelligence in Predicting Recidivism Risk and Beyond. PhD thesis, Dublin City University.

Kennedy, Shane, Farayola, Michael Mayowa, Kelly, Daniel, Tal, Irina ORCID: 0000-0001-9656-668X, Saber, Takfarinas ORCID: 0000-0003-2958-7979, Connolly, Regina ORCID: 0000-0003-3196-2889 and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2025) Intersectional Fairness in Healthcare AI: A Pipeline-Wide Evaluation of Multi-Stage Mitigation Strategies. In: TRUST-AI: The European Workshop on Trustworthy AI. Organized as part of the European Conference of Artificial Intelligence - ECAI 2025, 25-26 Oct. 2025, Bologna, Italy.

Farayola, Michael Mayowa, Tal, Irina ORCID: 0000-0001-9656-668X, Connolly, Regina ORCID: 0000-0003-3196-2889, Saber, Takfarinas ORCID: 0000-0003-2958-7979 and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2023) Ethics and Trustworthiness of AI for Predicting the Risk of Recidivism: A Systematic Literature Review. Information, 14 (8). ISSN 2078-2489