Janine Strotherm

According to our database, Janine Strotherm authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Go with the Flow: Leveraging Physics-Informed Gradients to Solve Real-World Problems in Water Distribution Systems.

Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track, 2025

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Fairness-enhancing classification methods for non-binary sensitive features - <i>How to fairly detect leakages in water distribution systems</i>.

Janine Strotherm, Inaam Ashraf, Barbara Hammer

PeerJ Comput. Sci., 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

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Physics-Informed Graph Neural Networks for Water Distribution Systems.

Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Fairness in KI-Systemen.

Janine Strotherm, Alissa Müller, Barbara Hammer, Benjamin Paaßen

CoRR, 2023

Fairness-Enhancing Ensemble Classification in Water Distribution Networks.

Janine Strotherm, Barbara Hammer

Proceedings of the Advances in Computational Intelligence, 2023