An Empirical Evaluation of Machine Learning Methods for the Insurance Industry. - Michael Dammann; Nicolai Gnoss; Pamela Kunert; Eike-Christian Ramcke; Tobias Schreier; Ulrike Steffens; Olaf Zukunft (ICICT (2), 2021)

XAI in the Audit Domain - Explaining an Autoencoder Model for Anomaly Detection. - Nico Gnoss; Martin Schultz; Marina Tropmann-Frick (Wirtschaftsinformatik, 2022)

Evaluation of Outlier Detection Methods for Anomaly Detection in Journal Entries: A Use Case Analysis. - Tobias Schreier; Nicolai Gnoss; Marina Tropmann-Frick; Martin Schultz (Wirtschaftsinformatik, 2024)