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2020 – today
- 2025
[j2]Bjarne Pfitzner, Max M. Maurer, Axel Winter, Christoph Riepe, Igor M. Sauer, Robin Van De Water, Christian Denecke, Johann Pratschke, Bert Arnrich:
Differentially-Private Federated Learning with Non-IID Data For Surgical Risk Prediction. Int. J. Semantic Comput. 19(3): 343-367 (2025)- [c6]Matthew B. A. McDermott
, Justin Xu, Teya S. Bergamaschi, Hyewon Jeong, Simon A. Lee, Nassim Oufattole, Patrick Rockenschaub, Kamile Stankeviciute, Ethan Steinberg, Jimeng Sun, Robin Van De Water, Michael Wornow, John Wu, Zhenbang Wu:
MEDS: Building Models and Tools in a Reproducible Health AI Ecosystem. KDD (2) 2025: 6243-6244 - [i3]Alisher Turubayev, Anna Shopova, Fabian Lange, Mahmut Kamalak, Paul Mattes, Victoria Ayvasky, Bert Arnrich, Bjarne Pfitzner, Robin Van De Water:
Closing Gaps: An Imputation Analysis of ICU Vital Signs. CoRR abs/2510.24217 (2025) - 2024
- [c5]Robin Van De Water, Hendrik Schmidt, Paul W. G. Elbers, Patrick Thoral, Bert Arnrich, Patrick Rockenschaub:
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML. ICLR 2024 - 2023
- [j1]Orhan Konak, Robin Van De Water, Valentin Döring, Tobias Fiedler, Lucas Liebe, Leander Masopust, Kirill Postnov, Franz Sauerwald, Felix Treykorn, Alexander Wischmann, Hristijan Gjoreski, Mitja Lustrek, Bert Arnrich:
HARE: Unifying the Human Activity Recognition Engineering Workflow. Sensors 23(23): 9571 (2023) - [c4]Orhan Konak, Alexander Wischmann, Robin Van De Water, Bert Arnrich:
A Real-time Human Pose Estimation Approach for Optimal Sensor Placement in Sensor-based Human Activity Recognition. iWOAR 2023: 21:1-21:6 - [i2]Robin Van De Water, Hendrik Schmidt, Paul W. G. Elbers, Patrick Thoral, Bert Arnrich, Patrick Rockenschaub:
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML. CoRR abs/2306.05109 (2023) - [i1]Orhan Konak, Alexander Wischmann, Robin Van De Water, Bert Arnrich:
A Real-time Human Pose Estimation Approach for Optimal Sensor Placement in Sensor-based Human Activity Recognition. CoRR abs/2307.02906 (2023) - 2022
- [c3]Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
DataFarm: Farm Your ML-based Query Optimizer's Food! - Human-Guided Training Data Generation -. CIDR 2022 - [c2]Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Farming Your ML-based Query Optimizer's Food. ICDE 2022: 3186-3189 - 2020
- [c1]Lientje Maas, Mathan Geurtsen, Florian Nouwt, Stefan F. Schouten, Robin Van De Water, Sandra van Dulmen, Fabiano Dalpiaz, Kees van Deemter, Sjaak Brinkkemper:
The Care2Report System: Automated Medical Reporting as an Integrated Solution to Reduce Administrative Burden in Healthcare. HICSS 2020: 1-10
Coauthor Index
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