@article{Melzer2022,
author = {Melzer, Sylvia and Thiemann, Stefan and Peukert, Hagen and Ralf, Möller},
title = {{Towards a Model-based and Variant-oriented Development of a System of Systems}},
journal = {Advances in Science, Technology and Engineering Systems Journal},
volume = {7},
number = {3},
pages = {19--31},
url = {https://www.astesj.com/v07/i03/p03/}
}

@article{Krol2022TowardsNM,
  title={Towards neuroadaptive modeling: assessing the cognitive states of pilots through passive brain-computer interfacing},
  author={Laurens R. Krol and Oliver W. Klaproth and Christoph Vernaleken and Nele Russwinkel and Thorsten O. Zander},
  journal={Current Research in Neuroadaptive Technology},
  year={2022}
}

@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}
}

@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} 
}

@inproceedings{StenderGBMR21,
  author    = {Mareike Stender and Jan Graßhoff and Tanya Braun and Ralf Möller and Philipp Rostalski},
  title     = {{A Hybrid Factor Graph Model for Biomedical Activity Detection}},
  booktitle = {IEEE EMBS - International Conference on Biomedical and Health Informatics (BHI 2021), Athens, Greece, July 27-30, 2021},
  year      = {2021},
  pages     = {1--4},
  publisher = {IEEE},
  doi       = {https://doi.org/10.1109/BHI50953.2021.9508594}
}

@article{MohrMo21astesj,
author = {Marisa Mohr, Ralf Möller},
journal = {Advances in Science, Technology and Engineering Systems Journal},
title = {{A Summary of Canonical Multivariate Permutation Entropies on Multivariate Fractional Brownian Motion}},
volume = {6},
number = {5},
pages = {107--124},
year = {2021},
doi = {https://dx.doi.org/10.25046/aj060514}
}

@INPROCEEDINGS{KuhLiBrMo21,
author={Felix Kuhr and Matthis Lichtenberger and Tanya Braun and Ralf M\"oller},
title={{Enhancing Relational Topic Models with Named Entity Induced Links}},
booktitle={Proceedings of 15th IEEE International Conference on Semantic Computing (ICSC 2021), Laguna Hills, CA, USA, January 27-29},
year={2021},
pages={314--317},
publisher = {{IEEE}},
doi={https://doi.org/10.1109/ICSC50631.2021.00059},
keywords={Subjective Content Descriptions; Relational Topic Model; Text Mining}
}

@inproceedings{MohMo,
	author = {Marisa Mohr, Ralf M{\"o}ller},
        title = {{Ordering Principle Components of Multivariate Fractional Brownian Motion for Solving Inverse Problems}},
	booktitle = {Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2021 (APSIPA-ASC)},
	year = {2021},
        publisher = {IEEE},
        doi = {https://ieeexplore.ieee.org/abstract/document/9689360}
}

@inproceedings{MarBrMo21,
  author = {Florian Andreas Marwitz and Tanya Braun and Ralf M\"oller}, 
  title = {{A First Step Towards Even More Sparse Encodings of Probability Distributions}}, 
  booktitle = {ILP-21 Proceedings of the 30th International Conference on Inductive Logic Programming}, 
  year = {2021},
  doi = {https://doi.org/10.1007/978-3-030-97454-1_13}
}

@inproceedings{Lokuciejewski21Platform,
  author = {Rafal Lokuciejewski and Dominik Schüssele and Florian Wilhelm and Sven Groppe},
  title = {A Platform for Interactive Data Science with Apache Spark for On-premises Infrastructure},
  booktitle = {Proceedings of the 11th International Conference on Cloud Computing and Services Science (CLOSER)},
  year = {2021},
  pages = {65-76},
  publisher={SciTePress},
  url = {https://doi.org/10.5220/0010447500650076},
  isbn = {978-989-758-510-4}
}

@InProceedings{FiMo,
author={Nils Finke, Marisa Mohr},
title={A Priori Approximation of Symmetries in Probabilistic Dynamic Relational Models},
booktitle={KI 2021: Advances in Artificial Intelligence},
year={2021},
editor={Stefan Edelkamp, Ralf M{\"o}ller, Elmar Rueckert},
pages={309--323},
publisher={Springer International Publishing},
address={Cham},
doi={https://link.springer.com/chapter/10.1007%2F978-3-030-87626-5_23}
}

@article{Hura2021AI,
  author={Gurdeep Singh Hura and Sven Groppe and Sarika Jain and Le Gruenwald},
  title={Artificial Intelligence in Global Epidemics, Part 1},
  journal={New Generation Computing},
  volume = {39},
  number = {3-4},
  year={2021},
  url={https://doi.org/10.1007/s00354-021-00138-y}
}

@inproceedings{sylvia_melzer_2021_9569,
  author    = {Sylvia Melzer and Simon Schiff and Ralf Möller},
  title     = {{Complementary Document Representations for Information Retrieval}}, 
  booktitle = {34th International FLAIRS Conference (FLAIRS-34), North Miami Beach, Florida, USA, May 17-19},
  year      = {2021},
  pages     = {},
  publisher = {},
  doi       = {https://doi.org/10.25592/uhhfdm.9569}
}

@article{FiBrGeMo21a,
	author = {Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller},
	title = {Concept Drift Detection in Dynamic Probabilistic Relational Models},
        journal={The International FLAIRS Conference Proceedings},
        volume={34},
        doi={https://doi.org/10.32473/flairs.v34i1.128465},
	year = {2021},
}

@misc{KuhBr21,
    author = {Felix Kuhr and Tanya Braun},
    title = {Context-aware Document Annotation},
    booktitle={Humanities-Centred AI (CHAI), Workshop at 44th German Conference on Artificial Intelligence},
    year = {2021},
    type = {extended abstract},
    pubstate = {unpublished},
    location = {Berlin}
}

@INPROCEEDINGS{KuhBeBrMo20a,
author ={Felix Kuhr and Magnus Bender and Tanya Braun and Ralf M\"oller},
title ={Context-specific Adaptation of Subjective Content Descriptions},
booktitle ={15th {IEEE} International Conference on Semantic Computing, (ICSC} 2021), Laguna Hills, CA, USA, January 27-29},
year ={2021},
pages = {134--139},
publisher = {{IEEE}},
doi ={https://doi.org/10.1109/ICSC50631.2021.00032},
keywords ={Subjective Content Descriptions; Domain Adaptation; Text Mining},
}

@article{HarPe21,
author={Mattis Hartwig and Achim Peters}, 
title={Cooperation and Social Rules Emerging From the Principle of Surprise Minimization},      	
journal={Frontiers in Psychology},      	
volume={11},      
pages={3668},     	
year={2021},      	  
url={https://www.frontiersin.org/article/10.3389/fpsyg.2020.606174}, 
issn={1664-1078}
}

@inproceedings{Koppehel21CuART,
  author = {Martin Koppehel and Tobias Groth and Sven Groppe and Thilo Pionteck},
  title = {CuART - a CUDA-Based, Scalable Radix-Tree Lookup and Update Engine},
  year = {2021},
  publisher = {Association for Computing Machinery (ACM)},
  url = {https://doi.org/10.1145/3472456.3472511},
  booktitle = {50th International Conference on Parallel Processing (ICPP 2021)},
  location = {Lemont, IL, USA}
}

@article{FiBrGeMo21b,
	author = {Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller},
	title = {Dynamic Domain Sizes in Temporal Probabilistic Relational Models},
        journal={The International FLAIRS Conference Proceedings},
        volume={34},
        doi={https://doi.org/10.32473/flairs.v34i1.128466},
	year = {2021},
}

@inproceedings{Warnke21Flexible,
  author    = {Benjamin Warnke and Muhammad Waqas Rehan and Stefan Fischer and Sven Groppe},
  title     = {Flexible data partitioning schemes for parallel merge joins in semantic web queries},
  booktitle = {Datenbanksysteme für Business, Technologie und Web ({BTW}), 19. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme", Dresden, Germany},
  series    = {{LNI}},
  volume    = {{P-311}},
  pages     = {237--256},
  publisher = {Gesellschaft für Informatik, Bonn},
  year      = {2021},
  url       = {https://doi.org/10.18420/btw2021-12},
  note = {this publication received the label 'Results Reproduced'}
}

@inproceedings{HarBrMo21,
  author = {Mattis Hartwig and Tanya Braun and Ralf M\"oller}, 
  title = {{Handling Overlaps When Lifting Gaussian Bayesian Networks}}, 
  booktitle = {Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)},
  address = {Montreal, Kanada}, 
  year = {2021},
  date = {19.-27.08.2021},
  pages = {4228--4234},
  publisher = {IJCAI Organization},
  DOI = {https://doi.org/10.24963/ijcai.2021/581},
  ISBN = {978-0-9992411-9-6 (online)}
}