2023

Jana Mertens, Mena Leemhuis, Özgür Lütfü Özcep, Hedda Schmidtke, and Jürgen Maas,
Digitalized data access of DE material models and their parameters using an OBD(M)A approach, in Electroactive Polymer Actuators and Devices (EAPAD) XXV , Herbert R. Shea and Iain A. Anderson and John D. W. Madden, Eds. SPIE, 2023. pp. 124820Z.
DOI:10.1117/12.2661222
File: 12.2661222
Bibtex: BibTeX
@inproceedings{leOe23digitalized,
	author = {Jana Mertens and Mena Leemhuis and {\"O}zg{\"u}r {\"O}z{\c{c}}ep and Hedda Schmidtke and J{\"u}rgen Maas},
	booktitle = {Electroactive Polymer Actuators and Devices (EAPAD) XXV},
	date-added = {2023-05-26 09:32:53 +0200},
	date-modified = {2023-05-26 09:33:13 +0200},
	doi = {10.1117/12.2661222},
	editor = {Herbert R. Shea and Iain A. Anderson and John D. W. Madden},
	keywords = {dielectric elastomer materials, ontology, digital data access, material models and parameters, obdma},
	organization = {International Society for Optics and Photonics},
	pages = {124820Z},
	publisher = {SPIE},
	title = {{Digitalized data access of DE material models and their parameters using an OBD(M)A approach}},
	url = {https://doi.org/10.1117/12.2661222},
	volume = {12482},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1117/12.2661222}}
Chenxu Hao, Nele Russwinkel, Daniel F. B. Haeufle, and Philipp Beckerle,
A Commentary on Towards autonomous artificial agents with an active self: Modeling sense of control in situated action , Cognitive Systems Research , vol. 79, pp. 1-3, 2023.
Bibtex: BibTeX
@article{Hao2023ACO,
  title={A Commentary on Towards autonomous artificial agents with an active self: Modeling sense of control in situated action
},
  author={Chenxu Hao and Nele Russwinkel and Daniel F. B. Haeufle and Philipp Beckerle},
  journal={Cognitive Systems Research},
  year={2023},
  volume={79},
  pages={1-3}
}
Özgür Lütfü Özçep, Mena Leemhuis, and Diedrich Wolter,
Embedding Ontologies in the Description Logic ALC by Axis-Aligned Cones, J. Artif. Intell. Res. , vol. 78, pp. 217--267, 2023.
DOI:10.1613/jair.1.13939
File: Dateilink
Nils Frohwitter, Alessa Hering, Ralf Möller, and Mattis Hartwig,
Evaluating the Effects of a Priori Deep Learning Image Synthesis on Multi-Modal MR-to-CT Image Registration Performance, in Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2023) , 2023. pp. 322-329.
Bibtex: BibTeX
@inproceedings{FroHeMoHa23,
  title     = {Evaluating the Effects of a Priori Deep Learning Image Synthesis on Multi-Modal MR-to-CT Image Registration Performance},
  author    = {Nils Frohwitter and Alessa Hering and Ralf M\"oller and Mattis Hartwig},
  year      = {2023},
  booktitle = {Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2023)},
  pages     = {322-329}
}
Hanieh Khorashadizadeh, Nandana Mihindukulasooriya, Sanju Tiwari, Jinghua Groppe, and Sven Groppe,
Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text, CoRR , vol. abs/2305.08804, 2023.
File: arXiv.2305.08804
Bibtex: BibTeX
@inproceedings{Khorashadizadeh2023Text2KGInContextLearning,
	title = {Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text},
	author = {Hanieh Khorashadizadeh and Nandana Mihindukulasooriya and Sanju Tiwari and Jinghua Groppe and Sven Groppe},
	booktitle = {Proceedings of the 2nd International Workshop on Knowledge Graph Generation From Text (Text2KG) in conjunction with the Extended Semantic Web Conference (ESWC 2023), Hersonissos, Greece},
	year = {2023},
        url = {https://ceur-ws.org/Vol-3447/Text2KG_Paper_9.pdf}
}
Magnus Bender, Kira Schwandt, Ralf Möller, and Marcel Gehrke,
FrESH – Feedback-reliant Enhancement of Subjective Content Descriptions by Humans, in Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023) , CEUR Workshop Proceedings, 2023. pp. 15--24.
File: paper3.pdf
Bibtex: BibTeX
@InProceedings{BeSchMoGe,
  author    = {Magnus Bender and Kira Schwandt and Ralf M\"oller and Marcel Gehrke},
  booktitle = {Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023)},
  date      = {2023-09-26},
  title     = {FrESH – Feedback-reliant Enhancement of Subjective Content Descriptions by Humans},
  pages     = {15--24},
  publisher = {CEUR Workshop Proceedings},
  url ={https://ceur-ws.org/Vol-3580/paper3.pdf},
}
Simon Paasche, and Sven Groppe,
GreenCC: A Hybrid Approach to Sustainably Validate Manufacturing Data in Industry 4.0 Environments, in Proceedings of the 12th International Conference on Data Science, Technology and Applications (DATA), Rome, Italy , 2023.
File: 0012147900003541
Bibtex: BibTeX
@inproceedings{Paasche2023GreenCC,
	title = {GreenCC: A Hybrid Approach to Sustainably Validate Manufacturing Data in Industry 4.0 Environments},
	author = {Simon Paasche and Sven Groppe},
	booktitle = {Proceedings of the 12th International Conference on Data Science, Technology and Applications ({DATA}), Rome, Italy},
	year = {2023},
        url = {https://doi.org/10.5220/0012147900003541}
}
Johanna Ott, Arthur Ledaguenel, C{\'e}line Hudelot, and Mattis Hartwig,
How to Think About Benchmarking Neurosymbolic AI?, in 17th International Workshop on Neural-Symbolic Learning and Reasoning - NESY 2023 , Sienne, Italy , 2023.
File: hal-04136556
Bibtex: BibTeX
@inproceedings{OtLeHuHa2023,
  TITLE     = {How to Think About Benchmarking Neurosymbolic AI?},
  AUTHOR    = {Johanna Ott and Arthur Ledaguenel and C{\'e}line Hudelot and Mattis Hartwig},
  URL       = {https://hal.science/hal-04136556},
  BOOKTITLE = {17th International Workshop on Neural-Symbolic Learning and Reasoning - NESY 2023},
  ADDRESS   = {Sienne, Italy},
  YEAR      = {2023},
  MONTH     = {Jul},
  KEYWORDS  = {Artificial intelligence ; Neurosymbolic},
  PDF       = {https://hal.science/hal-04136556/file/%5BNeSy%20Revised%5D%20How%20to%20Think%20About%20Benchmarking%20Neurosymbolic%20AI.pdf},
  HAL_ID    = {hal-04136556},
  HAL_VERSION = {v1},
  HAL_LOCAL_REFERENCE = {SMD}
}
Tobias Groth, Sven Groppe, Thilo Pionteck, Franz Valdiek, and Martin Koppehel,
Hybrid CPU/GPU/APU accelerated query, insert, update and erase operations in hash tables with string keys, Knowledge and Information Systems , vol. 65, no. 10, pp. 4359--4377, 2023. Springer Science and Business Media {LLC}.
File: s10115-023-01891-w
Bibtex: BibTeX
@article{groth2023hybrid,
  title={Hybrid CPU/GPU/APU accelerated query, insert, update and erase operations in hash tables with string keys},
  author={Groth, Tobias and Groppe, Sven and Pionteck, Thilo and Valdiek, Franz and Koppehel, Martin},
  journal={Knowledge and Information Systems},
  pages={4359--4377},
  year={2023},
  publisher={Springer}
}
Sylvia Melzer, Stefan Thiemann, Simon Schiff, and Ralf Möller,
Implementation of a Federated Information System by means of Reuse of Research Data archived in Research Data Repositories, Data Science Journal , 2023.
DOI:0.5334/dsj-2023-039
File: dsj-2023-039
Bibtex: BibTeX
@article{MeThScMo:2023,
  author  = {Sylvia Melzer and Stefan Thiemann and Simon Schiff and Ralf Möller},
  title   = {Implementation of a Federated Information System by means of Reuse of Research Data archived in Research Data Repositories},
  journal = {Data Science Journal},
  year    = 2023,
  pages   = {},
doi = {0.5334/dsj-2023-039},
url = {https://doi.org/10.5334/dsj-2023-039}
}
Melle Mendikowski, Benjamin Schindler, Thomas Schmid, Ralf Möller, and Mattis Hartwig,
Improved Techniques for Training Tabular GANs Using Cramer's V Statistics, in Proceedings of the Canadian Conference on Artificial Intelligence , 2023. pp. 1-12.
Bibtex: BibTeX
@inproceedings{MenScScMoHa2023,
  TITLE     = {Improved Techniques for Training Tabular GANs Using Cramer's V Statistics},
  AUTHOR    = {Melle Mendikowski and Benjamin Schindler and Thomas Schmid and Ralf M{\"o}ller and Mattis Hartwig},
  YEAR      = {2023},
  BOOKTITLE = {Proceedings of the Canadian Conference on Artificial Intelligence},
  PAGES     = {1-12}
}
Le Gruenwald, Tobias Winker, Umut Çalıkyılmaz, Jinghua Groppe, and Sven Groppe,
Index Tuning with Machine Learning on Quantum Computers for Large-Scale Database Applications, in Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023) - International Workshop on Quantum Data Science and Management (QDSM'23), Vancouver, Canada , CEUR-WS.org, 2023.
File: QDSM5.pdf
Bibtex: BibTeX
@inproceedings{Gruenwald2023IndexTuning,
	title = {Index Tuning with Machine Learning on Quantum Computers for Large-Scale Database Applications},
	author = {Le Gruenwald and Tobias Winker and Umut Çalıkyılmaz and Jinghua Groppe and Sven Groppe},
	booktitle = {Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases ({VLDB} 2023) - International Workshop on Quantum Data Science and Management (QDSM'23), Vancouver, Canada},
	year = {2023},
	url = {https://ceur-ws.org/Vol-3462/QDSM5.pdf}
}
Sylvia Melzer, Hagen Peukert, and Stefan Thiemann,
Introduction to the Third Workshop on Humanities-Centred Artificial Intelligence, in Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023) , Sylvia Melzer and Hagen Peukert and Stefan Thiemann, Eds. CEUR Workshop Proceedings, 2023. pp. 1-3.
File: preface.pdf
Bibtex: BibTeX
@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"
}
Sylvia Melzer, Meike Klettke, Franziska Weise, Kaja Harter-Uibopuu, and Ralf Möller,
EpiDoc Data Matching for Federated Information Retrieval in the Humanities, in 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) , Proceedings of the 2023 Federated Conference on Computer Science and Intelligence Systems, 2023. pp. 1063--1068.
File: 1515.pdf
Bibtex: BibTeX
@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}
}

2022

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}
}
Haiyan Hu-von Hinüber, and Sylvia Melzer,
On the Awakening of the Buddhological Epigraphy and Philology from the AI, in Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2022) , CEUR Workshop Proceedings, 2022. pp. 38-45.
Bibtex: BibTeX
@InProceedings{hinuber2022awakening,
  author    = {Haiyan Hu-von Hinüber and Sylvia Melzer},
  booktitle = {Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2022)},
  date      = {2022-09-19},
  title     = {On the Awakening of the Buddhological Epigraphy and Philology from the AI},
  pages     = {38-45},
  publisher = {CEUR Workshop Proceedings},
}
Achim Peters, Mattis Hartwig, and Tobias Spiller,
Obesity and Type 2 Diabetes Mellitus Explained by the Free Energy Principle, Frontiers in Psychology , vol. 13, pp. 931701, 2022. Frontiers.
Bibtex: BibTeX
@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}
}
Mattis Hartwig, Anjali Bhat, and Achim Peters,
How stress can change our deepest preferences: stress habituation explained using the free energy principle, Frontiers in psychology , vol. 13, pp. 865203, 2022. Frontiers.
Bibtex: BibTeX
@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}
}
Tanya Braun, Marcel Gehrke, Florian Lau, and Ralf Möller,
Lifting in Multi-agent Systems under Uncertainty, in 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022) , 2022. pp. 233--243.
File: braun22a.html
Bibtex: BibTeX
@inproceedings{BraGeLaMo22,
author ={Tanya Braun and Marcel Gehrke and Florian Lau and Ralf M\"oller},
title ={Lifting in Multi-agent Systems under Uncertainty},
booktitle ={38th Conference on Uncertainty in Artificial Intelligence (UAI 2022)},
year ={2022},
pages = {233--243},
url = {https://proceedings.mlr.press/v180/braun22a.html}
}
Mena Leemhuis, Özgür L. Özçep, and Diedrich Wolter,
Learning with cone-based geometric models and orthologics, Annals of Mathematics and Artificial Intelligence , pp. 1--37, 2022. Springer.
DOI:https://doi.org/10.1007/s10472-022-09806-1
Bibtex: BibTeX
@article{leemhuis2022learning,
  title={Learning with cone-based geometric models and orthologics},
  author={Mena Leemhuis and Özgür L. Özçep and  Diedrich Wolter},
  journal={Annals of Mathematics and Artificial Intelligence},
  pages={1--37},
  year={2022},
  publisher={Springer}
}
Mena Leemhuis, Özgür L. Özçep, and Diedrich Wolter,
Knowledge Graph Embeddings with Ontologies: Reification for Representing Arbitrary Relations, in German Conference on Artificial Intelligence (Künstliche Intelligenz) , 2022. pp. 146--159.
DOI:10.1007/978-3-031-15791-2_13
Bibtex: BibTeX
@inproceedings{leemhuis2022knowledge,
  title={Knowledge Graph Embeddings with Ontologies: Reification for Representing Arbitrary Relations},
  author={Mena Leemhuis and {\"{O}}zg{\"{u}}r L{\"{u}}tf{\"{u}} {\"{O}}z{\c{c}}ep and Diedrich Wolter},
  booktitle={German Conference on Artificial Intelligence (K{\"u}nstliche Intelligenz)},
  pages={146--159},
  year={2022},
  organization={Springer}
}
Sylvia Melzer, Hagen Peukert, and Stefan Thiemann,
Introduction to the Second Workshop on Humanities-Centred Artificial Intelligence, in Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2022) , Sylvia Melzer and Hagen Peukert and Stefan Thiemann, Eds. CEUR Workshop Proceedings, 2022. pp. 1-3.
File: preface.pdf
Bibtex: BibTeX
@inproceedings{melzer2022introduction,
  title        = "Introduction to the Second Workshop on Humanities-Centred Artificial Intelligence",
  author       = "Sylvia Melzer and Hagen Peukert and Stefan Thiemann",
  year         = "2022",
  booktitle    = "Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2022)",
  editor       = "Sylvia Melzer and Hagen Peukert and Stefan Thiemann",
  publisher    = "CEUR Workshop Proceedings",
  volume       = "3301",
  pages        = "1-3",
  url          = "https://ceur-ws.org/Vol-3301/preface.pdf"
}

Introduction to the First Workshop on Humanities-Centred Artificial Intelligence, in Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2021) , Sylvia Melzer and Jost Gippert and Stefan Thiemann and Hagen Peukert, Eds. CEUR Workshop Proceedings, 2022. pp. 1-3.
File: preface.pdf
Bibtex: BibTeX
@inproceedings{melzer2021introduction,
  title        = "Introduction to the First Workshop on Humanities-Centred Artificial Intelligence",
  editor       = "Sylvia Melzer and Jost Gippert and Stefan Thiemann and Hagen Peukert",
  year         = "2022",
  booktitle    = "Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2021)",
  editor       = "Sylvia Melzer and Jost Gippert and Stefan Thiemann and Hagen Peukert",
  publisher    = "CEUR Workshop Proceedings",
  volume       = "3093",
  pages        = "1-3",
  url          = "https://ceur-ws.org/Vol-3093/preface.pdf"
}
Sylvia Melzer and Jost Gippert and Stefan Thiemann and Hagen Peukert, Eds., Proceedings of the Workshop on Humanities-Centred Artificial Intelligence co-located with 44th German Conference on Artificial Intelligence, irtual Event, Berlin, Germany, September 28, 2021 (KI2021),
File:
Bibtex: BibTeX
@proceedings{melzer_et_al_2021ChaiWorkshop,
  title        = "Proceedings of the Workshop on Humanities-Centred Artificial Intelligence co-located with 44th German Conference on Artificial Intelligence, irtual Event, Berlin, Germany, September 28, 2021 (KI2021)",
  year         = "2022",
  editor       = "Sylvia Melzer and Jost Gippert and Stefan Thiemann and Hagen Peukert",
  publisher    = "CEUR Workshop Proceedings",
  volume       = "3093",
  url          = "https://ceur-ws.org/Vol-3093/"
}
Sarika Jain, Sven Groppe, and Nandana Mihindukulasooriya,
Proceedings of the Workshop on Advances in Computational Intelligence, its Concepts \& Applications (ACI 2022) co-located with International Semantic Intelligence Conference (ISIC 2022), Georgia Southern University, Savannah, United States., .... CEUR-WS.org, 2022.
File: Vol-3283