Publications

Zhixin Huang, Chandana Priya Nivarthi, Christian Gruhl, and Bernhard Sick. Spatial-Temporal Attention Graph Neural Network with Uncertainty Estimation for Remaining Useful Life Prediction. International Joint Conference on Neural Networks (IJCNN), IEEE, 2024. [PUMA: imported itegpub isac-www Graph-Neural-Network Remaining-Useful-Life-Prediction Uncertainty-Estimation Spatio-Temporal-Attention]

Chandana Priya Nivarthi, Zhixin Huang, Christian Gruhl, and Bernhard Sick. Multi-Task Representation Learning with Temporal Attention for Zero-Shot Time Series Anomaly Detection. International Joint Conference on Neural Networks (IJCNN), IEEE, 2024. [PUMA: imported itegpub isac-www]

Florian Heidecker, Ahmad El-Khateeb, Maarten Bieshaar, and Bernhard Sick. Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation. arXiv e-prints, arXiv:2404.11266, 2024. [PUMA: imported itegpub isac-www] URL

Tuan Pham, Daniel Kottke, Georg Krempl, and Bernhard Sick. Stream-based active learning for sliding windows under the influence of verification latency. Machine Learning, (111)6:2011--2036, Springer, 2022. [PUMA: imported itegpub isac-www]

Organic Computing -- Doctoral Dissertation Colloquium 2023. In Sven Tomforde, and Christian Krupitzer (Eds.), Intelligent Embedded Systems, (26)kassel university press, 2024. [PUMA: imported itegpub isac-www]