@inproceedings{MenHa22,
  author = {Melle Mendikowski and Mattis Hartwig}, 
  title = {{Creating Customers That Never Existed: Synthesis of E-commerce Data Using CTGAN}}, 
  booktitle = {18th International Conference on Machine Learning and Data Mining (MLDM-22)},
  address = {New York, US}, 
  year = {2022},
  date = {16.-22.07.2022},
  pages = {91--105},
  publisher = {IBAI Publishing},
  ISBN = {978-3-942952-93-4}
}

@inproceedings{Stender2022, 
author={Mareike Stender and Mattis Hartwig and Tanya Braun and Ralf Möller},
title={{Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model}}, 
booktitle={The 35. International FLAIRS Conference Proceedings},  
year={2022}, 
month={May},
pages={},
publisher={},
url={https://journals.flvc.org/FLAIRS/article/view/130682}
}

@inproceedings{HofBrMo22, 
  author = {Moritz Hoffmann and Tanya Braun and Ralf M\"oller},
  title = "{Lifted Division for Lifted Hugin Belief Propagation}",
  booktitle = "{AISTATS-22 Proceedings of the 25th International Conference on Artificial Intelligence and Statistics}",
  year = "2022",
  pages={6501--6510},
  publisher = {PMLR},
  url = {https://proceedings.mlr.press/v151/hoffmann22a.html}
}

@INPROCEEDINGS{Melz2204:Model,
AUTHOR={Sylvia Melzer and Hagen Peukert and Hongxu Wang and Stefan Thiemann},
TITLE={{Model-based Development of a Federated Database Infrastructure to support the Usability of {Cross-Domain} Information Systems}},
BOOKTITLE={2022 IEEE International Systems Conference (SysCon) (IEEE SysCon 2022)},
ADDRESS={Montreal, Canada},
YEAR={2022},
MONTH={April},
DAYS={25},
PUBLISHER={},
PAGES={},
URL={},
KEYWORDS={SysML; federated search; schema mapping; cross-domain information system; V-model; VAMOS}
}

@phdthesis{Hart22,
  author = {Mattis Hartwig},
  title = {{New Methods for Efficient Query Answering in Gaussian Probabilistic Graphical Models}},
  school = {University of L\"ubeck},
  year = {2022},
  month={September},
  note = {PhD thesis}
}

@article{FiMo22,
author = {Nils Finke, Ralf Möller},
journal = {Advances in Science, Technology and Engineering Systems Journal},
title = {{On the Construction of Symmetries and Retaining Lifted Representations in Dynamic Probabilistic Relational Models}},
volume = {7},
number = {2}
year = {2022}
}

@article{ScharfeScherf2022ACM,
  title={A Cognitive Model to Anticipate Variations of Situation Awareness and Attention for the Takeover in Highly Automated Driving},
  author={Marlene Susanne Lisa Scharfe-Scherf and Sebastian Wiese and Nele Russwinkel},
  journal={Inf.},
  year={2022},
  volume={13},
  pages={418}
}

@InProceedings{leemhuis22betweenness,
  author    = {Mena Leemhuis and {\"O}zg{\"u}r L. {\"O}zçep},
  booktitle = {Proceedings of the 8th Workshop on Formal and Cognitive Reasoning, co-located with the 45th German Conference on Artificial Intelligence (KI 2022)},
  title     = {A Goodman-style Betweenness Relation on Orthoframes},
  year      = {2022}
}

@phdthesis{Mohr22,
  author = {Marisa Mohr},
  title = {{Learning from Ups and Downs: Multivariate Ordinal Pattern Representations for Time Series}},
  school = {University of L\"ubeck},
  year = {2022},
  month={September},
  note = {PhD thesis}
}

@inproceedings{Groth2022GPUTable,
  title     = {Accelerated Parallel Hybrid GPU/CPU Hash Table Queries with String Keys},
  author    = {Tobias Groth and Sven Groppe and Thilo Pionteck and Martin Koppehel and Franz Valdiek},
  booktitle = {The 33rd International Conference on Database and Expert Systems Applications (DEXA), Vienna, Austria},
  url       = {https://doi.org/10.1007/978-3-031-12426-6_15},
  year      = {2022},
  note      = {This paper received the Norman Revell Best Paper Award}
}

@article{OJIOT_2022v8i1n01e_VLIOT2022,
  title     = {Contributions to the 6th Workshop on Very Large Internet of Things (VLIoT 2022)},
  author    = {Sven Groppe and Sanju Tiwari and Shui Yu},
  journal   = {Open Journal of Internet Of Things (OJIOT)},
  year      = {2022},
  volume    = {8},
  number    = {1},
  pages     = {1--6},
  url       = {https://www.ronpub.com/ojiot/OJIOT_2022v8i1n01e_VLIOT2022.html},
  publisher = {RonPub}
}

@article{Borst2022AnticipatoryHI,
  title={Anticipatory Human-Machine Interaction (Dagstuhl Seminar 22202)},
  author={Jelmer P. Borst and Andreas Bulling and Cleotilde Gonz{\'a}lez and Nele Russwinkel},
  journal={Dagstuhl Reports},
  year={2022},
  volume={12},
  pages={131-169}
}

@InProceedings{schiff2022embodiment,
  author    = {Simon Schiff and Magnus Bender and Ralf Möller},
  booktitle = {Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2022)},
  date      = {2022-09-19},
  title     = {Embodiment of an Agent by a Pepper Robot for Explaining Retrieval Results},
  pages     = {29--37},
  publisher = {CEUR Workshop Proceedings},
  url = {https://ceur-ws.org/Vol-3301/paper4.pdf},
}

@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{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}
}

@article{Blum2022CognitiveMO,
  title={Cognitive Modeling of Anticipation: Unsupervised Learning and Symbolic Modeling of Pilots' Mental Representations},
  author={Sebastian Blum and Oliver W. Klaproth and Nele Russwinkel},
  journal={Topics in cognitive science},
  year={2022}
}

@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{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}
}

@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{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}
}