Janine Strotherm

12 papers A* 2Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A* conf
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks.
ICLR
Maximilian Muschalik, Fabian Fumagalli, Paolo Frazzetto, Janine Strotherm, Luca Hermes, Alessandro Sperduti, Eyke Hüllermeier, Barbara Hammer
2025 J jnl
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks.
CoRR
Fabian Fumagalli, Maximilian Muschalik, Paolo Frazzetto, Janine Strotherm, Luca Hermes, Alessandro Sperduti, Eyke Hüllermeier, Barbara Hammer
2025 — conf
Go with the Flow: Leveraging Physics-Informed Gradients to Solve Real-World Problems in Water Distribution Systems.
ECML/PKDD (10)
Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer
2025 — conf
Neural Surrogate Model in an Extended Kalman Filter for Chlorine Concentration State Estimation in Water Distribution Systems.
SysTol
André Artelt, Janine Strotherm, Luca Hermes, Barbara Hammer
2024 J jnl
Challenges, Methods, Data - a Survey of Machine Learning in Water Distribution Networks.
CoRR
Valerie Vaquet, Fabian Hinder, André Artelt, Inaam Ashraf, Janine Strotherm, Jonas Vaquet, Johannes Brinkrolf, Barbara Hammer
2024 — conf
Challenges, Methods, Data-A Survey of Machine Learning in Water Distribution Networks.
ICANN (9)
Valerie Vaquet, Fabian Hinder, André Artelt, Inaam Ashraf, Janine Strotherm, Jonas Vaquet, Johannes Brinkrolf, Barbara Hammer
2024 J jnl
Fairness-Enhancing Ensemble Classification in Water Distribution Networks.
CoRR
Janine Strotherm, Barbara Hammer
2024 J jnl
Fairness-enhancing classification methods for non-binary sensitive features -
PeerJ Comput. Sci.
Janine Strotherm, Inaam Ashraf, Barbara Hammer
2024 A* conf
Physics-Informed Graph Neural Networks for Water Distribution Systems.
AAAI
Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer
2024 J jnl
Physics-Informed Graph Neural Networks for Water Distribution Systems.
CoRR
Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer
2023 J jnl
Fairness in KI-Systemen.
CoRR
Janine Strotherm, Alissa Müller, Barbara Hammer, Benjamin Paaßen
2023 — conf
Fairness-Enhancing Ensemble Classification in Water Distribution Networks.
IWANN (1)
Janine Strotherm, Barbara Hammer