2022

Philipp Beckerle, Chenxu Hao, Daniel F. B. Haeufle, and Nele Russwinkel,
Four considerations on interdisciplinary learning at the boundaries of human and engineering sciences, in Frontiers in Education , 2022.
Bibtex: BibTeX
@inproceedings{Beckerle2022FourCO,
  title={Four considerations on interdisciplinary learning at the boundaries of human and engineering sciences},
  author={Philipp Beckerle and Chenxu Hao and Daniel F. B. Haeufle and Nele Russwinkel},
  booktitle={Frontiers in Education},
  year={2022}
}
Simon Paasche, and Sven Groppe,
Generating SPARQL-Constraints for Consistency Checking in Industry 4.0 Scenarios, Open Journal of Internet Of Things (OJIOT) , vol. 8, no. 1, pp. 80--90, 2022. RonPub.
Datei: OJIOT_2022v8i1n08_Paasche.html
Bibtex: BibTeX
@article{OJIOT_2022v8i1n08_Paasche,
  title     = {Generating SPARQL-Constraints for Consistency Checking in Industry 4.0 Scenarios},
  author    = {Simon Paasche and Sven Groppe},
  journal   = {Open Journal of Internet Of Things (OJIOT)},
  year      = {2022},
  volume    = {8},
  number    = {1},
  pages     = {80--90},
  url       = {https://www.ronpub.com/ojiot/OJIOT_2022v8i1n08_Paasche.html},
  publisher = {RonPub}
}
Nils Finke, Ralf Möller, and Marisa Mohr,
Multivariate Ordinal Patterns for Symmetry Approximation in Dynamic Probabilistic Relational Models, in AI 2021: Advances in Artificial Intelligence , Long, Guodong and Yu, Xinghuo and Wang, Sen, Eds. Springer International Publishing, 2022. pp. 543--555.
DOI:https://link.springer.com/chapter/10.1007/978-3-030-97546-3_44
ISBN:978-3-030-97546-3
Bibtex: BibTeX
@inproceedings{FiMoMoh21,
author = {Nils Finke and Ralf M{\"o}ller and Marisa Mohr},
	booktitle = {AI 2021: Advances in Artificial Intelligence},
	editor = {Long, Guodong and Yu, Xinghuo and Wang, Sen},
	isbn = {978-3-030-97546-3},
	pages = {543--555},
	publisher = {Springer International Publishing},
	title = {Multivariate Ordinal Patterns for Symmetry Approximation in Dynamic Probabilistic Relational Models},
	year = {2022},
doi = {https://link.springer.com/chapter/10.1007/978-3-030-97546-3_44}
}
Tanya Braun, and Marcel Gehrke,
Explainable and Explorable Decision Support, in Proceedings of the 27th International Conference on Conceptual Structures (ICCS 2022) , 2022.
DOI:https://dx.doi.org/10.1007/978-3-031-16663-1_8
Datei: 978-3-031-16663-1_8
Bibtex: BibTeX
@inproceedings{BraGe22,
author ={Tanya Braun and Marcel Gehrke},
title ={Explainable and Explorable Decision Support},
booktitle ={Proceedings of the 27th International Conference on Conceptual Structures (ICCS 2022)},
year ={2022},
url = {https://link.springer.com/chapter/10.1007/978-3-031-16663-1_8},
doi = {https://dx.doi.org/10.1007/978-3-031-16663-1_8}
}
Hanieh Khorashadizadeh, Sanju Tiwari, and Sven Groppe,
A Survey on Covid-19 Knowledge Graphs and their Data Sources, in Proceedings of the EAI International Conference on Intelligent Systems and Machine Learning (EAI ICISML 2022) , 2022.
Datei: 978-3-031-35078-8_13
Bibtex: BibTeX
@inproceedings{Khorashadizadeh22Covid19,
  author = {Hanieh Khorashadizadeh and Sanju Tiwari and Sven Groppe},
  title = {A Survey on Covid-19 Knowledge Graphs and their Data Sources},
  year = {2022},
  booktitle = {Proceedings of the EAI International Conference on Intelligent Systems and Machine Learning (EAI ICISML 2022)},
  location = {Hyderabad, India},
  url = {https://doi.org/10.1007/978-3-031-35078-8_13}
}
Magnus Bender, Felix Kuhr, Tanya Braun, and Ralf Möller,
Estimating Context-Specific Subjective Content Descriptions using BERT, in 16th IEEE International Conference on Semantic Computing, (ICSC 2022), Virtual, January 26-28 , IEEE, 2022. pp. 171-172.
DOI:10.1109/ICSC52841.2022.00034
Datei: Dateilink
Bibtex: BibTeX
@INPROCEEDINGS{BeKuBrMo22,
author ={Magnus Bender and Felix Kuhr and Tanya Braun and Ralf M\"oller},
title ={Estimating Context-Specific Subjective Content Descriptions using BERT},
booktitle ={16th {IEEE} International Conference on Semantic Computing, ({ICSC} 2022), Virtual, January 26-28},
year ={2022},
pages = {171-172},
publisher = {{IEEE}},
doi ={https://doi.org/10.1109/ICSC52841.2022.00034},
keywords ={Subjective Content Descriptions; Text Mining; BERT; Transformer},
}
Felix Kuhr,
{Context is the Key: Context-aware Corpus Annotation using Subjective Content Descriptions}, University of L\"ubeck, 2022.
Bibtex: BibTeX
@phdthesis{Kuhr22,
  author = {Felix Kuhr},
  title = {{Context is the Key:
Context-aware Corpus Annotation using Subjective Content Descriptions}},
  school = {University of L\"ubeck},
  year = {2022},
  month={März},
  note = {PhD thesis}
}
Melle Mendikowski, and Mattis Hartwig,
{Creating Customers That Never Existed: Synthesis of E-commerce Data Using CTGAN}, in 18th International Conference on Machine Learning and Data Mining (MLDM-22) , New York, US: IBAI Publishing, 2022. pp. 91--105.
ISBN:978-3-942952-93-4
Bibtex: BibTeX
@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}
}
Mareike Stender, Mattis Hartwig, Tanya Braun, and Ralf Möller,
{Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model}, in The 35. International FLAIRS Conference Proceedings , 2022.
Datei: 130682
Bibtex: BibTeX
@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}
}
Moritz Hoffmann, Tanya Braun, and Ralf Möller,
{Lifted Division for Lifted Hugin Belief Propagation}, in {AISTATS-22 Proceedings of the 25th International Conference on Artificial Intelligence and Statistics} , PMLR, 2022. pp. 6501--6510.
Datei: hoffmann22a.html
Bibtex: BibTeX
@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}
}
Sylvia Melzer, Hagen Peukert, Hongxu Wang, and Stefan Thiemann,
{Model-based Development of a Federated Database Infrastructure to support the Usability of {Cross-Domain} Information Systems}, in 2022 IEEE International Systems Conference (SysCon) (IEEE SysCon 2022) , Montreal, Canada , 2022.
Bibtex: BibTeX
@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}
}
Mattis Hartwig,
{New Methods for Efficient Query Answering in Gaussian Probabilistic Graphical Models}, University of L\"ubeck, 2022.
Bibtex: BibTeX
@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}
}
Ralf Möller Nils Finke,
{On the Construction of Symmetries and Retaining Lifted Representations in Dynamic Probabilistic Relational Models}, Advances in Science, Technology and Engineering Systems Journal , vol. 7, no. 2, 2022.
Bibtex: BibTeX
@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}
}
Marlene Susanne Lisa Scharfe-Scherf, Sebastian Wiese, and Nele Russwinkel,
A Cognitive Model to Anticipate Variations of Situation Awareness and Attention for the Takeover in Highly Automated Driving, Inf. , vol. 13, pp. 418, 2022.
Bibtex: BibTeX
@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}
}
Mena Leemhuis, and Özgür L. Özçep,
A Goodman-style Betweenness Relation on Orthoframes, in Proceedings of the 8th Workshop on Formal and Cognitive Reasoning, co-located with the 45th German Conference on Artificial Intelligence (KI 2022) , 2022.
Datei: paper3.pdf
Bibtex: BibTeX
@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}
}
Benjamin Warnke, Johann Mantler, Sven Groppe, Yuri Cotrado Sehgelmeble, and Stefan Fischer,
A SPARQL Benchmark for Distributed Databases in IoT Environments, in Big Data in Emergent Distributed Environments (BiDEDE'22), Philadelphia, PA, USA , 2022.
Datei: 3530050.3532929
Marisa Mohr,
{Learning from Ups and Downs: Multivariate Ordinal Pattern Representations for Time Series}, University of L\"ubeck, 2022.
Bibtex: BibTeX
@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}
}
Tobias Groth, Sven Groppe, Thilo Pionteck, Martin Koppehel, and Franz Valdiek,
Accelerated Parallel Hybrid GPU/CPU Hash Table Queries with String Keys, in The 33rd International Conference on Database and Expert Systems Applications (DEXA), Vienna, Austria , 2022.
Datei: 978-3-031-12426-6_15
Bibtex: BibTeX
@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}
}
Sven Groppe, Sanju Tiwari, and Shui Yu,
Contributions to the 6th Workshop on Very Large Internet of Things (VLIoT 2022), Open Journal of Internet Of Things (OJIOT) , vol. 8, no. 1, pp. 1--6, 2022. RonPub.
Datei: OJIOT_2022v8i1n01e_VLIOT2022.html
Bibtex: BibTeX
@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}
}
Jelmer P. Borst, Andreas Bulling, Cleotilde Gonz{\'a}lez, and Nele Russwinkel,
Anticipatory Human-Machine Interaction (Dagstuhl Seminar 22202), Dagstuhl Reports , vol. 12, pp. 131-169, 2022.
Bibtex: BibTeX
@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}
}
Simon Schiff, Magnus Bender, and Ralf Möller,
Embodiment of an Agent by a Pepper Robot for Explaining Retrieval Results, in Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2022) , CEUR Workshop Proceedings, 2022. pp. 29--37.
Datei: paper4.pdf
Bibtex: BibTeX
@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},
}
Sylvia Melzer, S. Schiff, F. Weise, K. Harter, and R. Möller,
Databasing on demand for research data repositories explained with a large epidoc dataset, 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 Info , pp. 150--153, 2022. SciKA, Portugal.
ISBN:978-989-54617-4-5
Datei: boa2022.pdf
Bibtex: BibTeX
@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}
}
Jinghua Groppe, Rene Schlichting, Sven Groppe, and Ralf Möller,
Deep Learning-Based Classification of Customer Communications of a German Utility Company, in International Semantic Intelligence Conference (ISIC 2022), online , 2022.
Datei: 978-981-19-7126-6_16
Sebastian Blum, Oliver W. Klaproth, and Nele Russwinkel,
Cognitive Modeling of Anticipation: Unsupervised Learning and Symbolic Modeling of Pilots' Mental Representations, Topics in cognitive science , 2022.
Bibtex: BibTeX
@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}
}
Sven Groppe, Le Gruenwald, and Ching-Hsien Hsu,
BiDEDE'22: Second International Workshop on Big Data in Emergent Distributed Environments, in Proceedings of the 2022 International Conference on Management of Data (SIGMOD) , New York, NY, USA: Association for Computing Machinery, 2022. pp. 2542–2543.
ISBN:9781450392495
Datei: 3514221.3524072