Robin Van De Water

According to our database, Robin Van De Water authored at least 11 papers between 2020 and 2026.

Collaborative distances:

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

2026

ReciPies: A Lightweight Data Transformation Pipeline for Reproducible ML.

Robin Van De Water, Hendrik Schmidt, Patrick Rockenschaub

J. Open Source Softw., January, 2026

Large language models improve transferability of electronic health record-based predictions across countries and coding systems.

Matthias Kirchler, Matteo Ferro, Veronica Lorenzini, Robin Van De Water, FinnGen, Christoph Lippert, Andrea Ganna

npj Digit. Medicine, 2026

2025

Closing Gaps: An Imputation Analysis of ICU Vital Signs.

Alisher Turubayev, Anna Shopova, Fabian Lange, Mahmut Kamalak, Paul Mattes, Victoria Ayvasky, Bert Arnrich, Bjarne Pfitzner, Robin Van De Water

CoRR, October, 2025

Differentially-Private Federated Learning with Non-IID Data For Surgical Risk Prediction.

Bjarne Pfitzner, Max M. Maurer, Axel Winter, Christoph Riepe, Igor M. Sauer, Robin Van De Water, Christian Denecke, Johann Pratschke, Bert Arnrich

Int. J. Semantic Comput., September, 2025

MEDS: Building Models and Tools in a Reproducible Health AI Ecosystem.

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

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

2024

Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML.

Robin Van De Water, Hendrik Schmidt, Paul W. G. Elbers, Patrick Thoral, Bert Arnrich, Patrick Rockenschaub

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

HARE: Unifying the Human Activity Recognition Engineering Workflow.

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

Sensors, December, 2023

A Real-time Human Pose Estimation Approach for Optimal Sensor Placement in Sensor-based Human Activity Recognition.

Orhan Konak, Alexander Wischmann, Robin Van De Water, Bert Arnrich

Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, 2023

2022

Farming Your ML-based Query Optimizer's Food.

Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

DataFarm: Farm Your ML-based Query Optimizer's Food! - Human-Guided Training Data Generation -.

Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

2020

The Care2Report System: Automated Medical Reporting as an Integrated Solution to Reduce Administrative Burden in Healthcare.

Lientje Maas, Mathan Geurtsen, Florian Nouwt, Stefan F. Schouten, Robin Van De Water, Sandra van Dulmen, Fabiano Dalpiaz, Kees van Deemter, Sjaak Brinkkemper

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020