FMEA-AI: AI fairness impact assessment using failure mode and effects analysis
(2022)
Journal Article
Li, J., & Chignell, M. (2022). FMEA-AI: AI fairness impact assessment using failure mode and effects analysis. AI and Ethics, 2(4), 837-850. https://doi.org/10.1007/s43681-022-00145-9
Recently, there has been a growing demand to address failures in the fairness of artificial intelligence (AI) systems. Current techniques for improving fairness in AI systems are focused on broad changes to the norms, procedures and algorithms used b... Read More about FMEA-AI: AI fairness impact assessment using failure mode and effects analysis.