Autoencoder-based condition monitoring and anomaly detection method for rotating machines S Ahmad, K Styp-Rekowski, S Nedelkoski, O Kao 2020 IEEE International Conference on Big Data (Big Data), 4093-4102, 2020 | 51 | 2020 |
Observing Earth’s magnetic environment with the GRACE-FO mission C Stolle, I Michaelis, C Xiong, M Rother, T Usbeck, Y Yamazaki, ... Earth, Planets and Space 73, 1-21, 2021 | 22 | 2021 |
Machine learning-based calibration of the GOCE satellite platform magnetometers K Styp-Rekowski, I Michaelis, C Stolle, J Baerenzung, M Korte, O Kao Earth, Planets and Space 74 (1), 138, 2022 | 9 | 2022 |
Geomagnetic data from the GOCE satellite mission I Michaelis, K Styp-Rekowski, J Rauberg, C Stolle, M Korte Earth, Planets and Space 74 (1), 135, 2022 | 9 | 2022 |
Graph-based feature selection filter utilizing maximal cliques DT Schroeder, K Styp-Rekowski, F Schmidt, A Acker, O Kao 2019 Sixth International Conference on Social Networks Analysis, Management …, 2019 | 8 | 2019 |
Macaw: The machine learning magnetometer calibration workflow J Bader, K Styp-Rekowski, L Doehler, S Becker, O Kao 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 1095-1101, 2022 | 3 | 2022 |
Calibration of the grace-fo satellite platform magnetometers and co-estimation of intrinsic time shift in data K Styp-Rekowski, C Stolle, I Michaelis, O Kao 2021 ieee international conference on big data (big data), 5283-5290, 2021 | 3 | 2021 |
Federated learning for autoencoder-based condition monitoring in the industrial internet of things S Becker, K Styp-Rekowski, OVL Stoll, O Kao 2022 IEEE International Conference on Big Data (Big Data), 5424-5433, 2022 | 2 | 2022 |
Optimizing Convergence for Iterative Learning of ARIMA for Stationary Time Series K Styp-Rekowski, F Schmidt, O Kao 2020 IEEE International Conference on Big Data (Big Data), 2217-2222, 2020 | 2 | 2020 |
Physics-informed Neural Networks for the Improvement of Platform Magnetometer Measurements K Styp-Rekowski, I Michaelis, M Korte, C Stolle Authorea Preprints, 2024 | | 2024 |
Evaluation of Data Enrichment Methods for Distributed Stream Processing Systems D Scheinert, F Casares, MK Geldenhuys, K Styp-Rekowski, O Kao 2023 IEEE International Conference on Cloud Engineering (IC2E), 202-211, 2023 | | 2023 |
Improving Platform Magnetometer Measurements Using Physics-informed Neural Networks K Styp-Rekowski, I Michaelis, M Korte, C Stolle, O Kao EGU General Assembly Conference Abstracts, EGU-8273, 2023 | | 2023 |
GRACE-FO ML-calibrated magnetic field data K Styp-Rekowski, I Michaelis, M Korte, C Stolle GFZ Data Services, 2023 | | 2023 |
Physics-informed Neural Network for Platform Magnetometer Calibration K Styp-Rekowski, I Michaelis, C Stolle, O Kao Swarm Data Quality Workshop 2022, 2022 | | 2022 |
Status of the GFZ Swarm data products M Korte, G Kervalishvili, I Michaelis, J Rauberg, K Styp-Rekowski, ... 12th Swarm Data Quality Workshop, 2022 | | 2022 |
Calibration and Characterisation of Platform Magnetometers using Analytical Method I Michaelis, K Styp-Rekowski, G Kervalishvili, J Rauberg, M Rother, ... 12th Swarm Data Quality Workshop, 2022 | | 2022 |
GOCE ML-calibrated magnetic field data K Styp-Rekowski, I Michaelis, C Stolle, J Baerenzung, M Korte, O Kao GFZ Data Services, 2022 | | 2022 |
Swarm data products delivered by GFZ to the ESA's Payload Data Ground Segment (PDGS) G Kervalishvili, J Rauberg, I Michaelis, K Styp-Rekowski, M Rother, ... 11th Swarm Data Quality Workshop, 2021 | | 2021 |
A Framework for Analyzing News Images and Building Multimedia-Based Recommender A Lommatzsch, B Kille, K Styp-Rekowski, M Karl, J Pommering Innovations for Community Services: 19th International Conference, I4CS 2019 …, 2019 | | 2019 |