Play MNIST For Me! User Studies on the Effects of Post-Hoc, Example-Based Explanations & Error Rates on Debugging a Deep Learning, Black-Box Classifier. - Courtney Ford; Eoin M. Kenny; Mark T. Keane (CoRR, 2020)

Explaining black-box classifiers using post-hoc explanations-by-example: The effect of explanations and error-rates in XAI user studies. - Eoin M. Kenny; Courtney Ford; Molly S. Quinn; Mark T. Keane (Artif. Intell., 2021)

Explaining Classifications to Non-experts: An XAI User Study of Post-Hoc Explanations for a Classifier When People Lack Expertise. - Courtney Ford; Mark T. Keane (ICPR Workshops (3), 2022)

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions. - Courtney Ford; Mark T. Keane (CoRR, 2025)