@inproceedings{LuBrMoGe24,
    author    = {Malte Luttermann and Tanya Braun and Ralf Möller and Marcel Gehrke},
    title     = {{Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs}},
    booktitle = {Proceedings of the Sixteenth International Conference on Scalable Uncertainty Management (SUM-2024)},
    year      = {2024},
    pages     = {265--280},
    publisher = {Springer},
}

@inproceedings{LuMaGe24b,
	author    = {Malte Luttermann and Johann Machemer and Marcel Gehrke},
	title     = {{Efficient Detection of Commutative Factors in Factor Graphs}},
	booktitle = {Proceedings of the Twelfth International Conference on Probabilistic Graphical Models (PGM-2024)},
	year      = {2024},
	volume    = {246},
	pages     = {38--56},
	publisher = {{PMLR}},
	url       = {https://proceedings.mlr.press/v246/luttermann24a.html}
}

@inproceedings{LuMaGe24,
  author    = {Malte Luttermann and Johann Machemer and Marcel Gehrke},
  title     = {Efficient Detection of Exchangeable Factors in Factor Graphs},
  booktitle = {Proceedings of the Thirty-Seventh International FLAIRS Conference (FLAIRS-24)},
  year      = {2024},
  volume    = {37},
  publisher = {Florida Online Journals},
  url       = {https://journals.flvc.org/FLAIRS/article/view/135518},
}

@inproceedings{LuHaBrMoGe24,
  author    = {Malte Luttermann and Mattis Hartwig and Tanya Braun and Ralf Möller and Marcel Gehrke},
  title     = {Lifted Causal Inference in Relational Domains},
  booktitle = {Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-24)},
  year      = {2024},
  volume    = {236},
  pages     = {827--842},
  publisher = {PMLR},
  url       = {https://proceedings.mlr.press/v236/luttermann24a.html},
}

@inproceedings{LuBrMoGe24,
    author    = {Malte Luttermann and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
    title     = {{Colour Passing Revisited: Lifted Model Construction with Commutative Factors}},
    booktitle = {Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence     (AAAI-24)},
    year      = {2024},
    volume    = {38},
    pages     = {20500--20507},
    publisher = {{AAAI} Press},
    doi       = {https://doi.org/10.1609/aaai.v38i18.30034},
}

@INPROCEEDINGS{BeBrMoGe,
author ={Magnus Bender and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
title ={ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions},
booktitle ={18th {IEEE} International Conference on Semantic Computing, ({ICSC} 2024), February 5-7},
year ={2024},
pages = {17--24},
publisher = {{IEEE}},
url = {https://dx.doi.org/10.1109/ICSC59802.2024.00010}
}

@article{BeBrMoGe24,
author={Magnus Bender and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
title={Unsupervised Estimation of Subjective Content Descriptions in an Information System},
journal = {International Journal of Semantic Computing},
volume= {18},
number={1},
pages= {},
year={2024},
doi  = {}
}

@InProceedings{MePeDaLiAsMo2023,
  author    = {Sylvia Melzer and Hagen Peukert and Eliana Dal Sasso and Charles Li and Thomas Asselborn and Ralf M\"oller},
  booktitle = {Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023)},
  year = {2023},
  month = dec,
  title     = {Federated Information Retrieval in Cross-Domain Information Systems},
  pages     = {52-67},
  publisher = {CEUR Workshop Proceedings},
  url = {https://ceur-ws.org/Vol-3580/paper7.pdf}
}

@inproceedings{AsMeAlBeMaHiMo,
  author    = {Thomas Asselborn and Sylvia Melzer and Said Aljoumani and Magnus Bender and Florian Andreas Marwitz and Konrad Hirschler and Ralf M\"oller},
  booktitle = {Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023)},
  year = {2023},
  month = dec,
  title     = {Fine-tuning BERT Models on Demand for Information Systems Explained Using Training Data from Pre-modern Arabic},
  pages     = {38--51},
  publisher = {CEUR Workshop Proceedings},
  url ={https://ceur-ws.org/Vol-3580/paper5.pdf}
}

@inproceedings{LuMoGe23,
  author    = {Malte Luttermann and Ralf Möller and Marcel Gehrke},
  title     = {Lifting Factor Graphs with Some Unknown Factors},
  booktitle = {Proceedings of the Seventeenth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU-23)},
  year      = {2023},
  volume    = {14294},
  pages     = {337--347},
  publisher = {Springer},
  doi       = {https://doi.org/10.1007/978-3-031-45608-4_25},
}

@article{Geh,
author={Marcel Gehrke},
title={Dissertation Abstract: Taming Exact Inference in Temporal Probabilistic Relational Models},
journal={KI-K{\"u}nstliche Intelligenz},
publisher={Springer}
volume= {},
number={},
pages= {1--6},
year={2023},
url = {https://doi.org/10.1007/s13218-023-00813-w},
doi  = {10.1007/s13218-023-00813-w}
}

@InProceedings{MeKlWeHaMo:2023,
  author  = {Sylvia Melzer and Meike Klettke and Franziska Weise and Kaja Harter-Uibopuu and Ralf Möller},
  title   = {{EpiDoc Data Matching for Federated Information Retrieval in the Humanities}},
  booktitle = {{1st International Workshop on AI in Digital Humanities, Computational Social Sciences and Economics Research at part of the 18th Conference on Computer Science and Intelligence Systems (FedCSIS)}},
  year    = 2023,
publisher    = {Proceedings of the 2023 Federated Conference on Computer Science and Intelligence Systems},
pages = {1063--1068},
url = {https://annals-csis.org/proceedings/2023/pliks/1515.pdf}
}

@INPROCEEDINGS {MetThMo:2023,
author={Sylvia Melzer and Stefan Thiemann and Ralf Möller},
doi={},
booktitle={Digital Total - Computing & Data Science an der Universität Hamburg und in der Wissenschaftsmetropole Hamburg},
title={Poster: Digital Data Handling at UWA},
year={2023},
month={October},
volume={},
pages={},
url = {https://www.conferences.uni-hamburg.de/event/387/contributions/1502/attachments/559/1055/Poster_DDH@UWA_A0_FINAL.pdf} 
}

@INPROCEEDINGS{BeBrMoGe,
author ={Magnus Bender and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
title ={Unsupervised Estimation of Subjective Content Descriptions},
booktitle ={17th {IEEE} International Conference on Semantic Computing, ({ICSC} 2023), February 1-3},
year ={2023},
pages = {},
publisher = {{IEEE}},
doi = {https://dx.doi.org/10.1109/ICSC56153.2023.00052},
keywords ={Subjective Content Descriptions; Text Mining;Text Annotation;Sentence clustering},
}

@article{Melzer2023658,
author = {Sylvia Melzer and Oliver C. Eichmann and Hongxu Wang and Ralf God},
title = {Simulation of Database Interactions for Early Validation of Digitized Enterprise Processes},
journal = {Procedia Computer Science, Elsevier},
volume = {219},
pages = {658--665},
year = {2023},
issn = {1877-0509},
doi = {https://doi.org/10.1016/j.procs.2023.01.336},
url = {https://www.sciencedirect.com/science/article/pii/S1877050923003459},
note = {CENTERIS – International Conference on ENTERprise Information Systems / ProjMAN – International Conference on Project MANagement / HCist – International Conference on Health and Social Care Information Systems and Technologies 2022},
keywords = {Entity-Relationship Modeling, Relational Databases, Enterprise Process Digitization, Model-based Systems Engineering},
abstract = {Digitized enterprise processes often encompass interaction with relational databases. Describing and simulating large-scale and complex processes on different abstraction levels lead to the use of tools and methods of Model-based Systems Engineering. In practice, current entity-relationship modeling approaches solely enable modeling relational database structure without simulation of database interactions at an early development stage. However, in general, it is known that early validation improves common understanding and communication in the development team and reduces the risk of design flaws. This paper presents an approach for model-based enterprise process digitization and a previously developed and now enhanced broker-based SysML Toolbox for integrating real relational databases into SysML simulations. The approach comprises status quo documentation concerning enterprise processes, development of digitized processes and required relational database structures as well as validation of digitized processes using the SysML Toolbox.}
}

@InProceedings{schiff2023transformation,
  author       = {Simon Schiff and Mena Leemhuis and {\"{O}}zg{\"{u}}r L{\"{u}}tf{\"{u}} {\"{O}}z{\c{c}}ep and Ralf Möller},
 title        = {Query Transformation for Processing Streams in Decision-making Agents},
  booktitle    = {The International FLAIRS Conference Proceedings},
  date         = {2023-05-15},
  language     = {en},
  pubstate     = {to appear},
  journaltitle = {The Thirty-Six International Flairs Conference}
}

@inproceedings{MaMoGe23,
    author    = {Florian Andreas Marwitz and Ralf M\"oller and Marcel Gehrke},
    title     = {{ PETS: Predicting Efficiently using Temporal Symmetries in Temporal PGMs}},
    booktitle = {Proceedings of the Seventeenth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU-23)},
    year      = {2023},
    pages     = {},
    publisher = {Springer},
}

@InProceedings{ReGeMoBr,
  author    = {Nadja Redzuan and Marcel Gehrke and Ralf M\"oller and Tanya Braun},
  booktitle = {Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023)},
  date      = {2023-09-26},
  title     = {On Domain-specific Topic Modelling Using the Case of a Humanities Journal},
  pages     = {},
  publisher = {CEUR Workshop Proceedings},
  url = {},
}

@InProceedings{BeBrMoGe23c,
author={Magnus Bender and Tanya Braun and Ralf M\"oller and Marcel Gehrke},
title={LESS is More: LEan Computing for Selective Summaries},
journal = {International Journal of Semantic Computing},
booktitle= {KI 2023: Advances in Artificial Intelligence},
publisher= {Springer Nature Switzerland},
year={2023},
doi ={https://doi.org/10.1007/978-3-031-42608-7_1},
pages={1--14},
}

@inproceedings{melzer2023introduction,
  title        = "Introduction to the Third Workshop on Humanities-Centred Artificial Intelligence",
  author       = "Sylvia Melzer and Hagen Peukert and Stefan Thiemann",
  year         = "2023",
  booktitle    = "Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023)",
  editor       = "Sylvia Melzer and Hagen Peukert and Stefan Thiemann",
  publisher    = "CEUR Workshop Proceedings",
  volume       = "3580",
  pages        = "1-3",
  url          = "https://ceur-ws.org/Vol-3580/preface.pdf"
}