Localization of Small Leakages in Water Distribution Networks using Concept Drift Explanation Methods. - Valerie Vaquet; Fabian Hinder; Kathrin Lammers; Jonas Vaquet; Barbara Hammer (CoRR, 2023)

Localizing of Anomalies in Critical Infrastructure using Model-Based Drift Explanations. - Valerie Vaquet; Fabian Hinder; Jonas Vaquet; Kathrin Lammers; Lars Quakernack; Barbara Hammer (IJCNN, 2024)

Continuous Fair SMOTE - Fairness-Aware Stream Learning from Imbalanced Data. - Kathrin Lammers; Valerie Vaquet; Barbara Hammer (CoRR, 2025)

Causal Explanation of Concept Drift - A Truly Actionable Approach. - David Komnick; Kathrin Lammers; Barbara Hammer; Valerie Vaquet; Fabian Hinder (CoRR, 2025)