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Intelligent Embedded Systems (IES)

University of Kassel » Fachbereiche » Faculty of Electrical Engineering and Computer Science » Informatik

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+49 (0)5 61 / 8 04-60 20

Fax:	+49 (0)5 61 / 8 04-60 22

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Wilhelmshöher Allee 73
34121 Kassel

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Projects

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4 of 4

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05/2012 - 04/2014	Technologie zur automatischen Gebotsberechnung in Keywordauktionen
04/2012 - 02/2013	Methods for Activity Spotting With On-Body Sensors II
05/2011 - 03/2012	Methods for Activity Spotting With On-Body Sensors I
05/2011 - 03/2012	On-line Fusion of Functional Knowledge within Distributed Sensor Networks

Publications

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1 of 13

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2024	Baum, E., Liu, Z., Stursberg, O., 2024. Distributed State Estimation of Linear Systems With Randomly Switching Communication Graphs. IEEE Control Systems Letters 8, 1781–1786. https://doi.org/10.1109/LCSYS.2024.3414977
2024	Huseljic, D., Herde, M., Rauch, L., Hahn, P., Huang, Z., Kottke, D., Vogt, S., Sick, B., 2024. Efficient Bayesian Updates for Deep Learning via Laplace Approximations. NeurIPS. https://doi.org/10.48550/arXiv.2210.06112
2024	Huang, Z., Gruhl, C., Sick, B., 2024. LiST: An All-Linear-Layer Spatial-Temporal Feature Extractor with Uncertainty Estimation for RUL Prediction, in: IEEE (Hrsg.), 2024 IEEE 19th Conference on Industrial Electronics and Applications (ICIEA), 5-8 Aug. 2024. IEEE, Piscataway, NJ, S. TBD. https://doi.org/10.1109/ICIEA61579.2024.10665236
2024	Nivarthi, C.P., Huang, Z., Gruhl, C., Sick, B., 2024. Multi-Task Representation Learning with Temporal Attention for Zero-Shot Time Series Anomaly Detection, in: IEEE (Hrsg.), 2024 International Joint Conference on Neural Networks (IJCNN) : IJCNN 2024 Conference proceedings. IEEE, Piscataway, NJ, S. TBD. https://doi.org/10.1109/IJCNN60899.2024.10651344
2024	Braun, M., Gruhl, C., Hans, C.A., Härtel, P., Scholz, C., Sick, B., Siefert, M., Steinke, F., Stursberg, O., Wende-von Berg, S., 2024. Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems, in: IEEE (Hrsg.), IEEE PES ISGT Europe 2024 : Conference book : 14-17 October 2024, Dubrovnik, Croatia. IEEE, Piscataway, NJ, S. TBD. https://doi.org/10.1109/ISGTEUROPE62998.2024.10863480
2024	He, Y., Huang, Z., Vogt, S., Sick, B., 2024. PrOuD: Probabilistic Outlier Detection Solution for Time-Series Analysis of Real-World Photovoltaic Inverters. Energies 17, TBD. https://doi.org/10.3390/en17010064
2024	Huang, Z., He, Y., Nivarthi, C.P., Gruhl, C., Sick, B., 2024. Spatial-Temporal Attention Graph Neural Network with Uncertainty Estimation for Remaining Useful Life Prediction, in: IEEE (Hrsg.), IJCNN 2024 Conference Proceedings, 2024 International Joint Conference on Neural Networks (IJCNN). IEEE, Piscataway, NJ, S. TBD. https://doi.org/10.1109/IJCNN60899.2024.10650622
2024	Huang, Z., He, Y., Nivarthi, C.P., Sick, B., Gruhl, C., 2024. Time-Series Representation Learning via Heterogeneous Spatial-Temporal Contrasting for Remaining Useful Life Prediction, in: Antonacopoulos, A., Chaudhuri, S., Liu, C.-L., Bhattacharya, S., Pal, U. (Hrsg.), Pattern Recognition : 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part XXVII. Springer Nature, Cham, S. 1–21. https://doi.org/10.1007/978-3-031-78398-2_1
2023	Huang, Z., He, Y., Herde, M., Huseljic, D., Sick, B., 2023. Active Learning with Fast Model Updates and Class-Balanced Selection for Imbalanced Datasets. CEUR Workshop Proceedings 3470, 25–45.
2023	Akhundzada, S., Dingel, K., Bischof, D.J.B., Janzen, C., Sick, B., Ehresmann, A., 2023. Domain Imaging in Periodic Submicron Wide Nanostructures by Digital Drift Correction in Kerr Microscopy. Advanced Photonics Research 4, 2300170. https://doi.org/10.1002/adpr.202300170