@article{PetHarSpi2022,
  title={Obesity and Type 2 Diabetes Mellitus Explained by the Free Energy Principle},
  author={Achim Peters and Mattis Hartwig and Tobias Spiller},
  journal={Frontiers in Psychology},
  volume={13},
  pages={931701},
  year={2022},
  publisher={Frontiers}
}

@article{HarBhPe2022,
  title={How stress can change our deepest preferences: stress habituation explained using the free energy principle},
  author={Hartwig, Mattis and Bhat, Anjali and Peters, Achim},
  journal={Frontiers in psychology},
  volume={13},
  pages={865203},
  year={2022},
  publisher={Frontiers}
}

@article{melzer2022databasing,
author = {Melzer, S. and Schiff, S. and Weise, F. and Harter, K. and Möller, R.},
title = {Databasing on demand for research data repositories explained with a large epidoc dataset},
journal = {Book of Industry Papers, Poster Papers and Abstracts of the CENTERIS 2022 - Conference on ENTERprise Information Systems / ProjMAN 2022 - International Conference on Project MANagement / HCist 2022 - International Conference on Health and Social Care Information Systems and Technologies (eds.: Cruz-Cunha, M. M., Martinho, R., Rijo, R., Domongos, D., Peres, E.)},
pages = {150--153},
year = {2022},
url = {https://www.scika.org/centeris/2022/CONTENTS/downloads/boa2022.pdf},
note= {SciKA}
}

@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},
}

@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{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}
}

@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}
}

@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{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},
}

@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{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}
}

@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'}
}

@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{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}
}

@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}
}

@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)}
}

@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}
}

@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}
}