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Janine Strotherm

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2020 – today

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2024
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Janine Strotherm, Inaam Ashraf, Barbara Hammer:
Fairness-enhancing classification methods for non-binary sensitive features - How to fairly detect leakages in water distribution systems. PeerJ Comput. Sci. 10: e2317 (2024)
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  - conf/aaai/AshrafSHH24
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Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer:
Physics-Informed Graph Neural Networks for Water Distribution Systems. AAAI 2024: 21905-21913
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Valerie Vaquet, Fabian Hinder, André Artelt, Inaam Ashraf, Janine Strotherm, Jonas Vaquet, Johannes Brinkrolf, Barbara Hammer:
Challenges, Methods, Data-A Survey of Machine Learning in Water Distribution Networks. ICANN (9) 2024: 155-170
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  - journals/corr/abs-2403-18570
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Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer:
Physics-Informed Graph Neural Networks for Water Distribution Systems. CoRR abs/2403.18570 (2024)
2023
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Janine Strotherm, Barbara Hammer:
Fairness-Enhancing Ensemble Classification in Water Distribution Networks. IWANN (1) 2023: 119-133
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  - journals/corr/abs-2307-08486
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Janine Strotherm, Alissa Müller, Barbara Hammer, Benjamin Paaßen:
Fairness in KI-Systemen. CoRR abs/2307.08486 (2023)

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