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2020 – today
- 2024
[j1]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)- [c5]Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer:
Physics-Informed Graph Neural Networks for Water Distribution Systems. AAAI 2024: 21905-21913 - [c4]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 - [i4]Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer:
Physics-Informed Graph Neural Networks for Water Distribution Systems. CoRR abs/2403.18570 (2024) - [i3]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. CoRR abs/2410.12461 (2024) - 2023
- [c3]Tom Ganz, Inaam Ashraf, Martin Härterich, Konrad Rieck:
Detecting Backdoors in Collaboration Graphs of Software Repositories. CODASPY 2023: 189-200 - [c2]Inaam Ashraf, Luca Hermes, André Artelt, Barbara Hammer:
Spatial Graph Convolution Neural Networks for Water Distribution Systems. IDA 2023: 29-41 - 2022
- [c1]Christian Löwens, Inaam Ashraf, Alexander Gembus, Genesis Cuizon, Jonas K. Falkner, Lars Schmidt-Thieme:
Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning. KI 2022: 160-172 - [i2]Christian Löwens, Inaam Ashraf, Alexander Gembus, Genesis Cuizon, Jonas K. Falkner, Lars Schmidt-Thieme:
Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning. CoRR abs/2207.01443 (2022) - [i1]Inaam Ashraf, Luca Hermes, André Artelt, Barbara Hammer:
Spatial Graph Convolution Neural Networks for Water Distribution Systems. CoRR abs/2211.09587 (2022)
Coauthor Index
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