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PEACE: Private and Energy-Efficient Algorithm for Cardiac Evaluation on the EDGE using Modified Split Learning and Model Quantization2023 International Conference on Information and Communication Systems (ICICS) conference-paper Medicine ECG Monitoring and Analysis
Ahmad Ayad, Mahdi Barhoush, Johnson Loh, Tobias Gemmeke, Anke Schmeink
5citations -
Lessons Learned from a Field Study on Deep-Learning-Based Model Predictive Control for Optimizing the Operation of Façade Ventilation Units2025 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Clara-Larissa Lorenz, Oliver Abele, Jérôme Frisch, Christoph van Treeck
0citations -
Influence of deep learning reconstruction on task-based model observer performance in CT: an anthropomorphic head phantom study2022 SPIE Medical Imaging: Image Perception, Observer Performance, and Technology Assessment conference-paper Medicine Medical Imaging Techniques and Applications
Irene Hernandez Giron, Touko T. Kaasalainen, Teemu O. Mäkelä, Juha T.K. Peltonen, Mika Kortesniemi
1citations -
An Interpretable Machine Learning Model with Deep Learning-Based Imaging Biomarkers for Diagnosis of Alzheimer’s Disease2023 Lecture notes in computer science conference-paper Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Janne M. Papma, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, +6 more
7citations -
Federated two-stage machine learning model for ultrasonic guided wave structural health monitoring of composite structures2025 Digital Twins, AI, and NDE for Industry Applications and Energy Systems conference-paper Engineering Ultrasonics and Acoustic Wave Propagation
Lukas Jilke, Emy Arts, Florian Raddatz, Norbert Hosters, Marek Behr, Gerko Wende
0citations -
The FRAM Error Model Within a System Theoretical Work System to Support Conceptually the Development of a Technical Learning System for Learning from Errors2021 Lecture notes in networks and systems conference-paper Engineering Design Education and Practice
Marvin Goppold, Sven M. Tackenberg, Martin Frenz, Verena Nitsch
1citations -
A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Murad Megjhani, Daniel C. Nametz, Miriam Weiss, Jude P. J. Savarraj, Soon Bin Kwon, David Jinou Roh, +8 more
2citations -
Machine-Learning Based Approximation of the Hierarchical Model Predictive Control of Multi-Use PV-Battery Systems in Non-Residential Buildings1citations
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Identifying and Analyzing Data Model Requirements and Technology Potentials of Machine Learning Systems in the Manufacturing Industry of the Future7citations
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Performance-based drift detection for active machine learning model adaption: A comparative analysis across 35 HVAC devices2025 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
K Derzsi, Florian Stinner, L Patrun, Jonas Klingebiel, Dirk Müller
1citations -
Applying Machine Learning to Automate Calibration for Model Predictive Control of Building Energy Systems2020 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Thomas Storek, Asad Esmailzadeh, Phlipp Mehrfeld, Markus Schumacher, Marc Baranski, Dirk Müller
3citations