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GoSafe: Globally Optimal Safe Robot Learning2021 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Reinforcement Learning in Robotics Open access cited by 1 patent
Dominik Baumann, Alonso Marco, Matteo Turchetta, Sebastian Trimpe
19citations -
Leveraging Natural Language Processing for a Consistency Checking Toolchain of Automotive Requirements2023 IEEE International Requirements Engineering Conference (RE) conference-paper Computer Science Formal Methods in Verification
Vincent Bertram, Hendrik Kausch, Evgeny Kusmenko, Haron Nqiri, Bernhard Rumpe⋆, Constantin Venhoff
18citations -
Validation of 3 Computer-Aided Facial Phenotyping Tools (DeepGestalt, GestaltMatcher, and D-Score): Comparative Diagnostic Accuracy Study2024 Journal of Medical Internet Research article Computer Science Face recognition and analysis Open access
Alisa Maria Vittoria Reiter, Jean Tori Pantel, Magdalena Danyel, Denise Horn, Claus‐Eric Ott, Martin A. Mensah
18citations -
Passive Data Use for Ethical Digital Public Health Surveillance in a Postpandemic World2021 Journal of Medical Internet Research article Computer Science COVID-19 Digital Contact Tracing Open access
John L. Kilgallon, Ishaan Ashwini Tewarie, Marike L. D. Broekman, Aakanksha Rana, Timothy Richard Smith
17citations -
QuestVille: Procedural Quest Generation Using NLP Models2023 International Conference on the Foundations of Digital Games (FDG) conference-paper Computer Science Artificial Intelligence in Games Open access
Suzan Al-Nassar, Anthonie Schaap, Michael Van Der Zwart, Mike Preuß, Marcello A. Gómez-Maureira
16citations -
Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands2022 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access
Iacopo Vagliano, Sylvia Brinkman, Ameen Abu–Hanna, M. Sesmu Arbous, Dave Anton Dongelmans, Paul Elbers, +3 more
13citations -
Development and validation of artificial intelligence models for early detection of postoperative infections (PERISCOPE): a multicentre study using electronic health record data2024 The Lancet Regional Health - Europe article Computer Science Machine Learning in Healthcare Open access
Siri Lise van der Meijden, Anna M van Boekel, Laurens Schinkelshoek, Harry van Goor, Ewout Willem Steyerberg, Rob G. H. H. Nelissen, +4 more
12citations -
Surrogate-based automated hyperparameter optimization for expensive automotive crashworthiness optimization2025 Structural and Multidisciplinary Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck
11citations -
Gaining IIoT insights by leveraging ontology-based modelling of raw data and Digital Shadows2021 IEEE International Conference on Industrial Cyber-Physical Systems (ICPS) conference-paper Computer Science Semantic Web and Ontologies
Christian Brecher, Melanie Buchsbaum, Aleksandra Müller, Katrin Schilling, Markus Obdenbusch, Stefan Staudacher, +1 more
11citations -
Continuous Transition from Model-Driven Prototype to Full-Size Real-World Enterprise Information Systems2020 Journal of the Association for Information Systems article Computer Science Model-Driven Software Engineering Techniques
Arkadii Gerasimov, Judith Michael, Lukas Netz, Bernhard Rumpe⋆, Simon Varga
11citations