Fairness-Enhancing Ensemble Classification in Water Distribution Networks. - Janine Strotherm; Barbara Hammer (IWANN (1), 2023)

Fairness in KI-Systemen. - Janine Strotherm; Alissa Müller; Barbara Hammer; Benjamin Paaßen (CoRR, 2023)

Physics-Informed Graph Neural Networks for Water Distribution Systems. - Inaam Ashraf; Janine Strotherm; Luca Hermes; Barbara Hammer (AAAI, 2024)

Challenges, Methods, Data-A Survey of Machine Learning in Water Distribution Networks. - Valerie Vaquet; Fabian Hinder; André Artelt; Inaam Ashraf; Janine Strotherm; Jonas Vaquet; Johannes Brinkrolf; Barbara Hammer (ICANN (9), 2024)

Fairness-enhancing classification methods for non-binary sensitive features - How to fairly detect leakages in water distribution systems. - Janine Strotherm; Inaam Ashraf; Barbara Hammer (PeerJ Comput. Sci., 2024)

Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks. - Maximilian Muschalik; Fabian Fumagalli; Paolo Frazzetto; Janine Strotherm; Luca Hermes; Alessandro Sperduti; Eyke Hüllermeier; Barbara Hammer (ICLR, 2025)