@article{mohr_keller_dmv,
	author = {Marisa Mohr and Karsten Keller},
	doi = {doi:10.1515/dmvm-2022-0010},
	journal = {Mitteilungen der Deutschen Mathematiker-Vereinigung},
	number = {1},
	pages = {25--29},
	title = {Aus den Auf- und Abw{\"a}rtsbewegungen einer Zeitreihe lernen},
	doi = {https://doi.org/10.1515/dmvm-2022-0010},
	volume = {30},
	year = {2022}}

@article{Hura2022AIPart2,
  author = {Gurdeep Singh Hura and Sven Groppe and Sarika Jain and Le Gruenwald},
  title = {Artificial Intelligence in Global Epidemics, Part 2},
  journal = {New Generation Computing (NGCO)},
  year = {2022},
  volume = {40},
  number = {4},
  url = {https://doi.org/10.1007/s00354-022-00196-w},
  publisher = {Springer Science and Business Media {LLC}}
}

@inproceedings{Paasche22Enhancing,
author = {Simon Paasche and Sven Groppe},
title = {Enhancing Data Quality and Process Optimization for Smart Manufacturing Lines in Industry 4.0 Scenarios},
year = {2022},
url = {https://doi.org/10.1145/3530050.3532928},
booktitle = {Proceedings of The International Workshop on Big Data in Emergent Distributed Environments (BiDEDE '22)},
location = {Philadelphia, Pennsylvania, USA}
}

@inproceedings{FiGeBrPoMo2020,
	title = {Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping},
	language = {English},
	booktitle = {Proceedings of Machine Learning Research},
	author = {Nils Finke, Marcel Gehrke, Tanya Braun, Tristan Potten, Ralf Möller},
	year = {2020}
}

@inproceedings{BenBrGeKuScMo21b,
author={Magnus Bender and Tanya Braun and Marcel Gehrke and Felix Kuhr and Ralf M\"oller and Simon Schiff},
title={{Identifying Subjective Content Descriptions Among Texts}},
booktitle = {15th {IEEE} International Conference on Semantic Computing, (ICSC 2021), Laguna Hills, CA, USA, January 27-29},
year={2021},
pages= {9--16},
publisher = {IEEE},
doi  = {https://doi.org/10.1109/ICSC50631.2021.00008},
keywords={Subjective Content Descriptions; Text Mining}
}

@inproceedings{Geh21,
  author = {Marcel Gehrke}, 
  title = {{On the Complexity and Completeness of the Lifted Dynamic Junction Tree Algorithm}}, 
  booktitle = {10th International Workshop on Statistical Relational AI at the 1st International Joint Conference on Learning and Reasoning}, 
  year = {2021},
  url = {https://arxiv.org/abs/2110.09197}
}

@book{gruenwald2021leveraging,
  editor    = {Le Gruenwald and Sarika Jain and Sven Groppe},
  title     = {Leveraging Artificial Intelligence in Global Epidemics},
  publisher = {{Elsevier}},
  year      = {2021},
  url       = {https://www.elsevier.com/books/leveraging-artificial-intelligence-in-global-epidemics/gruenwald/978-0-323-89777-8}
}

@inproceedings{BraFiLaMo21,
  author = {Tanya Braun and Stefan Fischer and Florian Lau and Ralf M\"oller}, 
  title = {{Lifting DecPOMDPs for Nanoscale Systems --- A Work in Progress}}, 
  booktitle = {10th International Workshop on Statistical Relational AI at the 1st International Joint Conference on Learning and Reasoning}, 
  year = {2021},
  url = {https://arxiv.org/abs/2110.09152}
}

@inproceedings{MelzerTM21,
  author    = {Sylvia Melzer and Stefan Thiemann and Ralf Möller},
  title     = {Modeling and Simulating Federated Databases for early Validation of Federated Searches using the Broker-based SysML Toolbox},
  booktitle = {{IEEE} International Systems Conference (SysCon 2021), Vancouver, BC, Canada, April 15 - May 15, 2021},
  year      = {2021},
  pages     = {1--6},
  publisher = {IEEE},
  doi       = {https://doi.org/10.1109/SysCon48628.2021.9447055}
}

@misc{sylvia_melzer_2021_9696,
  author       = {Sylvia Melzer and Oliver C. Eichmann and Hongxu Wang and Ralf God},
  title        = {Modeling and Simulation of Database Interactions},
  month        = {November},
  year         = {2021},
  publisher   = {GfSE},
  doi          = {10.25592/uhhfdm.9696}
}

@InProceedings{schiff2021human,
  author    = {Simon Schiff and Ralf Möller},
  booktitle = {Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2021)},
  date      = {2021-09-28},
  title     = {On Human-Aware Information Seeking},
  language  = {en},
  pages     = {31--39},
  publisher = {CEUR Workshop Proceedings},
}

@article{MohWilMo21, 
     author = {Marisa Mohr, Florian Wilhelm, Ralf Möller},
      title={On the Behaviour of Weighted Permutation Entropy on Fractional Brownian Motion in the Univariate and Multivariate Setting},
      volume={34}, 
     doi={https://doi.org/10.32473/flairs.v34i1.128464}, 
     journal={The International FLAIRS Conference Proceedings}, 
     year={2021}, 
     month={April} 
}

@article{OJIOT_2021v7i1n02e_VLIoT2021,
        title     = {Overview of the 2021 Edition of the Workshop on Very Large Internet of Things (VLIoT 2021)},
        author    = {Sven Groppe and Weizhi Meng},
        journal   = {Open Journal of Internet Of Things (OJIOT)},
        issn      = {2364-7108},
        year      = {2021},
        volume    = {7},
        number    = {1},
        pages     = {18--22},
        url       = {https://www.ronpub.com/ojiot/OJIOT_2021v7i1n02e_VLIoT2021.html},
        publisher = {RonPub}
}

@inproceedings{FiMohLoZuKoMo21,
       author = {Nils Finke, Marisa Mohr, Alexander Lontke, Marwin Zünfle, Samuel Kounev, Ralf Möller},
	title = {Recommendations for Data-Driven Degradation Estimation with   Case Studies from Manufacturing and Dry-Bulk Shipping},
	booktitle = {Research Challenges in Information Science - 15th International Conference, {RCIS} 2021},
        editor = {Samira Cherfi, Anna Perini, Selmin Nurcan},
	year = {2021},
        series    = {Lecture Notes in Business Information Processing},
        volume    = {415},
        pages     = {189--204},
        publisher = {Springer International Publishing},
        doi       = {https://link.springer.com/chapter/10.1007%2F978-3-030-75018-3_12},
        isbn = {978-3-030-75018-3}
}

@article{Neelanarayanan2021BigDataA,
	title        = {Special issue on the technologies and applications of big data},
	author       = {V. Neelanarayanan and V. Vijayakumar and Ron Doyle and Imad Fakhri Taha Alyaseen and Sven Groppe},
	year         = 2021,
	journal      = {Wireless Networks},
	volume       = 27,
	number       = 8,
	pages        = {5425--5428},
	issn         = {1572-8196},
	url          = {https://doi.org/10.1007/s11276-021-02796-8}
}

@phdthesis{Geh21a,
  author = "Marcel Gehrke",
  title = "{Taming Exact Inference in Temporal Probabilistic Relational Models}",
  school = "University of L\"ubeck",
  year = "2021",
  note = "PhD thesis"
}

@book{BraGeHaHe21, 
  author = {Tanya Braun and Marcel Gehrke and Tom Hanika and Nathalie Hernandez (Eds.)},
  title = {ICCS-21 Proceedings of the 26th International Conference on Conceptual Structures},
  year = {2021},
  publisher = {Springer},
  doi = {https://doi.org/10.1007/978-3-030-86982-3}
}

@article{BenBrGeKuScMo21b,
author={Magnus Bender and Tanya Braun and Marcel Gehrke and Felix Kuhr and Ralf M\"oller and Simon Schiff},
title={Identifying and Translating Subjective Content Descriptions Among Texts},
journal = {International Journal of Semantic Computing},
volume= {15},
number={4},
pages= {461--485},
year={2021},
doi  = {https://dx.doi.org/10.1142/S1793351X21400122}
}

@inbook{Möller2021,
author = {Ralf Möller},
title = {Humanities-Centred Artificial Intelligence (CHAI) as an Emerging Paradigm},
booktitle = {Exploring Written Artefacts: Objects, Methods, and Concepts},
editor = {Jörg B. Quenzer},
year = {2021},
volume = {25/1},
pages = {245--266},
publisher = {De Gruyter},
doi = {doi:10.1515/9783110753301-013}
}