66 citations · 68 across the 2 of their papers we have counts for
3 papers
Machine Learning in Transaction Monitoring: The Prospect of xAI
Julie Gerlings, Ioanna Constantiou
Banks hold a societal responsibility and regulatory requirements to mitigate the risk of financial crimes. Risk mitigation primarily happens through monitoring customer activity th…
Explainable AI, but explainable to whom?
Julie Gerlings, Millie Søndergaard Jensen, Arisa Shollo
Advances in AI technologies have resulted in superior levels of AI-based model performance. However, this has also led to a greater degree of model complexity, resulting in 'black…
Reviewing the Need for Explainable Artificial Intelligence (xAI)
Julie Gerlings, Arisa Shollo, Ioanna Constantiou
The diffusion of artificial intelligence (AI) applications in organizations and society has fueled research on explaining AI decisions. The explainable AI (xAI) field is rapidly ex…