Reviewing the Need for Explainable Artificial Intelligence (xAI). - Julie Gerlings; Arisa Shollo; Ioanna D. Constantiou (HICSS, 2021)

Explainable AI, but explainable to whom? - Julie Gerlings; Millie Søndergaard Jensen; Arisa Shollo (CoRR, 2021)

Empirical Research on Ensuring Ethical AI in Fraud Detection of Insurance Claims: A Field Study of Dutch Insurers. - Martin van den Berg; Julie Gerlings; Jenia Kim (ECAI Workshops (2), 2023)

A Conceptual Model for Implementing Explainable AI by Design: Results of an Empirical Study. - Martin van den Berg; Ouren X. Kuiper; Yvette Van Der Haas; Julie Gerlings; Danielle Sent; Stefan Leijnen (HHAI, 2023)

Machine Learning in Transaction Monitoring: The Prospect of xAI. - Julie Gerlings; Ioanna D. Constantiou (HICSS, 2023)