@Article{botache2024enhancing,
  author = {Botache, Diego and Decke, Jens and Ripken, Winfried and Dornipati, Abhinay and Götz-Hahn, Franz and Ayeb, Mohamed and Sick, Bernhard},
  title  = {Enhancing Multi-Objective Optimization through Machine Learning-Supported Multiphysics Simulation},
  journal = {arXiv e-prints},
  year   = {2024},
  number = {},
  url    = {https://arxiv.org/abs/2309.13179},

  const  = {\ text}
}
@Inproceedings{decke2024efficient,
  author = {Decke, Jens and Jenß, Arne and Sick, Bernhard and Gruhl, Christian},
  title  = {An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing},

  year   = {2024},
  number = {},
  url    = {},

  const  = {\ text}
}
@Inproceedings{decke2024structured,
  author = {Decke, Jens and Wünsch, Olaf and Sick, Bernhard and Gruhl, Christian},
  title  = {From Structured to Unstructured: A Comparative Analysis of Computer Vision and Graph Models in solving Mesh-based PDEs},

  year   = {2024},
  number = {},
  url    = {},

  const  = {\ text}
}
@Article{heidecker2024criteria,
  author = {Heidecker, Florian and El-Khateeb, Ahmad and Bieshaar, Maarten and Sick, Bernhard},
  title  = {Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation},
  journal = {arXiv e-prints},
  year   = {2024},
  number = {},
  url    = {https://arxiv.org/abs/2404.11266},

  const  = {\ text}
}
@Inproceedings{magnussen2024optical,
  author = {Magnussen, Birk Martin and Möckel, Frank and Jessulat, Maik and Stern, Claudius and Sick, Bernhard},
  title  = {Optical Detection of the Body Mass Index and Related Parameters Using Multiple Spatially Resolved Reflection Spectroscopy},

  year   = {2024},
  number = {},
  url    = {},

  const  = {\ text}
}
@Inproceedings{assenmacher2023towards,
  author = {Aßenmacher, Matthias and Rauch, Lukas and Goschenhofer, Jann and Stephan, Andreas and Bischl, Bernd and Roth, Benjamin and Sick, Bernhard},
  title  = {Towards Enhancing Deep Active Learning with Weak Supervision and Constrained Clustering},

  year   = {2023},
  number = {},
  url    = {https://ceur-ws.org/Vol-3470/paper7.pdf},

  const  = {\ text}
}
@Inproceedings{breitenstein2023what,
  author = {Breitenstein, Jasmin and Heidecker, Florian and Lyssenko, Maria and Bogdoll, Daniel and Bieshaar, Maarten and Zöllner, J. Marius and Sick, Bernhard and Fingscheidt, Tim},
  title  = {What Does Really Count? Estimating Relevance of Corner Cases for Semantic Segmentation in Automated Driving},

  year   = {2023},
  number = {},
  url    = {https://openaccess.thecvf.com/content/ICCV2023W/BRAVO/html/Breitenstein_What_Does_Really_Count_Estimating_Relevance_of_Corner_Cases_for_ICCVW_2023_paper.html},

  const  = {\ text}
}
@Inproceedings{decke2023dado,
  author = {Decke, Jens and Gruhl, Christian and Rauch, Lukas and Sick, Bernhard},
  title  = {DADO – Low-Cost Query Strategies for Deep Active Design Optimization},

  year   = {2023},
  number = {},
  url    = {},
  doi = {10.1109/ICMLA58977.2023.00244},
  const  = {\ text}
}
@Article{deinzer2023it,
  author = {Deinzer, Renate and Eidenhardt, Zdenka and Sohrabi, Keywan and Stenger, Manuel and Kraft, Dominik and Sick, Bernhard and Götz-Hahn, Franz and Bottenbruch, Carlotta and Berneburg, Nils and Weik, Ulrike},
  title  = {It is the habit not the handle that affects tooth brushing. Results of a randomised counterbalanced cross over study},
  journal = {Research Square},
  year   = {2023},
  number = {},
  url    = {https://www.researchsquare.com/article/rs-3491691/v1},
  doi = {10.21203/rs.3.rs-3491691/v1},
  const  = {\ text}
}
@Inproceedings{heidecker2023context,
  author = {Heidecker, Florian and Susetzky, Tobias and Fuchs, Erich and Sick, Bernhard},
  title  = {Context Information for Corner Case Detection in Highly Automated Driving},

  year   = {2023},
  number = {},
  url    = {},
  doi = {10.1109/ITSC57777.2023.10422414},
  const  = {\ text}
}
@Article{heidecker2023corner,
  author = {Heidecker, Florian and Bieshaar, Maarten and Sick, Bernhard},
  title  = {Corner Cases in Machine Learning Processes},
  journal = {AI Perspectives & Advances},
  year   = {2023},
  number = {1},
  url    = {https://aiperspectives.springeropen.com/articles/10.1186/s42467-023-00015-y},
  doi = {10.1186/s42467-023-00015-y},
  const  = {\ text}
}
@Inproceedings{huang2023spatio,
  author = {Huang, Zhixin and He, Yujiang and Sick, Bernhard},
  title  = {Spatio-Temporal Attention Graph Neural Network for Remaining Useful Life Prediction},

  year   = {2023},
  number = {},
  url    = {},

  const  = {\ text}
}
@Article{magnussen2023continuous,
  author = {Magnussen, Birk Martin and Stern, Claudius and Sick, Bernhard},
  title  = {Continuous Feature Networks: A Novel Method to Process Irregularly and Inconsistently Sampled Data With Position-Dependent Features},
  journal = {International Journal On Advances in Intelligent Systems},
  year   = {2023},
  number = {3&4},
  url    = {http://www.thinkmind.org/index.php?view=article&articleid=intsys_v16_n34_2023_3},

  const  = {\ text}
}
@Inproceedings{magnussen2023leveraging,
  author = {Magnussen, Birk Martin and Stern, Claudius and Sick, Bernhard},
  title  = {Leveraging Repeated Unlabelled Noisy Measurements to Augment Supervised Learning},

  year   = {2023},
  number = {},
  url    = {https://dl.acm.org/doi/10.1145/3638209.3638210},
  doi = {10.1145/3638209.3638210},
  const  = {\ text}
}
@Article{nivarthi2023multi,
  author = {Nivarthi, Chandana Priya and Vogt, Stephan and Sick, Bernhard},
  title  = {Multi-Task Representation Learning for Renewable-Power Forecasting: A Comparative Analysis of Unified Autoencoder Variants and Task-Embedding Dimensions},
  journal = {Machine Learning and Knowledge Extraction (MAKE)},
  year   = {2023},
  number = {3},
  url    = {https://www.mdpi.com/2504-4990/5/3/62},
  doi = {10.3390/make5030062},
  const  = {\ text}
}
@Inproceedings{nivarthi2023towards,
  author = {Nivarthi, Chandana Priya and Sick, Bernhard},
  title  = {Towards Few-Shot Time Series Anomaly Detection with Temporal Attention and Dynamic Thresholding},

  year   = {2023},
  number = {},
  url    = {},
  doi = {10.1109/ICMLA58977.2023.00218},
  const  = {\ text}
}
@Inproceedings{schreck2023height,
  author = {Schreck, Steven and Reichert, Hannes and Hetzel, Manuel and Doll, Konrad and Sick, Bernhard},
  title  = {Height Change Feature Based Free Space Detection},

  year   = {2023},
  number = {},
  url    = {},
  doi = {10.1109/ICCMA59762.2023.10374705},
  const  = {\ text}
}
@Article{schreiber2023model,
  author = {Schreiber, Jens and Sick, Bernhard},
  title  = {Model selection, adaptation, and combination for transfer learning in wind and photovoltaic power forecasts},
  journal = {Energy and AI},
  year   = {2023},
  number = {},
  url    = {https://www.sciencedirect.com/science/article/pii/S2666546823000216},
  doi = {10.1016/j.egyai.2023.100249},
  const  = {\ text}
}
@Article{loeser2022vision,
  author = {Loeser, Inga and Braun, Martin and Gruhl, Christian and Menke, Jan-Hendrik and Sick, Bernhard and Tomforde, Sven},
  title  = {The Vision of Self-Management in Cognitive Organic Power Distribution Systems},
  journal = {Energies},
  year   = {2022},
  number = {3},
  url    = {https://www.mdpi.com/1996-1073/15/3/881},
  doi = {10.3390/en15030881},
  const  = {\ text}
}
@Article{pham2022stream,
  author = {Pham, Tuan and Kottke, Daniel and Krempl, Georg and Sick, Bernhard},
  title  = {Stream-based active learning for sliding windows under the influence of verification latency},
  journal = {Machine Learning},
  year   = {2022},
  number = {6},
  url    = {},
  doi = {doi.org/10.1007/s10994-021-06099-z},
  const  = {\ text}
}