A survey on long short-term memory networks for time series prediction B Lindemann, T Müller, H Vietz, N Jazdi, M Weyrich Procedia Cirp 99, 650-655, 2021 | 254 | 2021 |
Continual learning of fault prediction for turbofan engines using deep learning with elastic weight consolidation B Maschler, H Vietz, N Jazdi, M Weyrich 2020 25th IEEE international conference on emerging technologies and factory …, 2020 | 46 | 2020 |
Data administration shell for data-science-driven development A Löcklin, H Vietz, D White, T Ruppert, N Jazdi, M Weyrich Procedia CIRP 100, 115-120, 2021 | 20 | 2021 |
Insights and example use cases on industrial transfer learning B Maschler, H Vietz, H Tercan, C Bitter, T Meisen, M Weyrich Procedia CIRP 107, 511-516, 2022 | 18 | 2022 |
Deep learning-based 5G indoor positioning in a manufacturing environment H Vietz, A Löcklin, HBH Ammar, M Weyrich 2022 IEEE 27th International Conference on Emerging Technologies and Factory …, 2022 | 7 | 2022 |
A methodology to identify cognition gaps in visual recognition applications based on convolutional neural networks H Vietz, T Rauch, A Löcklin, N Jazdi, M Weyrich 2021 IEEE 17th International Conference on Automation Science and …, 2021 | 5 | 2021 |
Trajectory Prediction of Moving Workers for Autonomous Mobile Robots on the Shop Floor A Löcklin, M Artelt, T Ruppert, H Vietz, N Jazdi, M Weyrich 2022 IEEE 27th International Conference on Emerging Technologies and Factory …, 2022 | 4 | 2022 |
Synthetic training data generation for convolutional neural networks in vision applications H Vietz, T Rauch, M Weyrich 2022 IEEE 27th International Conference on Emerging Technologies and Factory …, 2022 | 2 | 2022 |
An approach to automatically generate test cases for AI-based autonomous heavy machinery I Sonji, H Vietz, C Ebert, M Weyrich 9. AutoTest Fachkonferenz, 2022 | 1 | 2022 |
Synthetic Data Generation for improving Deep Learning-based 5G Indoor Positioning H Vietz, M Hirth, S Baum, M Weyrich 2023 IEEE 28th International Conference on Emerging Technologies and Factory …, 2023 | | 2023 |
AI-Based Testing for Autonomous Vehicles C Ebert, M Weyrich, H Vietz SAE Technical Paper, 2023 | | 2023 |
5G Indoor Positioning for Manufacturing using Convolutional Neural Networks H Vietz, HBH Ammar, S Baum, N Jazdi, M Weyrich Procedia CIRP 120, 1191-1196, 2023 | | 2023 |
Industrielles Transfer-Lernen: Von der Wissenschaft in die Praxis H Vietz, B Maschler, H Tercan, C Bitter, T Meisen, M Weyrich atp magazin 64 (8), 86-93, 2022 | | 2022 |