2023

Hedda Rahel Schmidtke, Mena Leemhuis, Jana Mertens, Robert Courant, Jürgen Maas, and Özgür Lütfü Özçep,
Bridging the Gap: Intelligent Environments with Smart Materials, 2023 19th International Conference on Intelligent Environments (IE) , pp. 1-8, 2023.
Bibtex: BibTeX
@article{Schmidtke2023BridgingTG,
  title={Bridging the Gap: Intelligent Environments with Smart Materials},
  author={Hedda Rahel Schmidtke and Mena Leemhuis and Jana Mertens and Robert Courant and J{\"u}rgen Maas and {\"O}zg{\"u}r L. {\"O}zçep},
  journal={2023 19th International Conference on Intelligent Environments (IE)},
  year={2023},
  pages={1-8}
}
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}
}
Linda Heimisch, Kai Preuss, and Nele Russwinkel,
Cognitive processing stages in mental rotation – How can cognitive modelling inform HsMM-EEG models?, Neuropsychologia , vol. 188, pp. 108615, 2023.
DOI:https://doi.org/10.1016/j.neuropsychologia.2023.108615
Datei: S0028393223001495
Bibtex: BibTeX
@article{HEIMISCH2023108615,
title = {Cognitive processing stages in mental rotation – How can cognitive modelling inform HsMM-EEG models?},
journal = {Neuropsychologia},
volume = {188},
pages = {108615},
year = {2023},
issn = {0028-3932},
doi = {https://doi.org/10.1016/j.neuropsychologia.2023.108615},
url = {https://www.sciencedirect.com/science/article/pii/S0028393223001495},
author = {Linda Heimisch and Kai Preuss and Nele Russwinkel},
keywords = {Electroencephalography, Cognitive modelling, HsMM, ACT-R, Mental rotation},
abstract = {The aspiration for insight into human cognitive processing has traditionally driven research in cognitive science. With methods such as the Hidden semi-Markov Model-Electroencephalography (HsMM-EEG) method, new approaches have been developed that help to understand the temporal structure of cognition by identifying temporally discrete processing stages. However, it remains challenging to assign concrete functional contributions by specific processing stages to the overall cognitive process. In this paper, we address this challenge by linking HsMM-EEG3 with cognitive modelling, with the aim of further validating the HsMM-EEG3 method and demonstrating the potential of cognitive models to facilitate functional interpretation of processing stages. For this purpose, we applied HsMM-EEG3 to data from a mental rotation task and developed an ACT-R cognitive model that is able to closely replicate human performance in this task. Applying HsMM-EEG3 to the mental rotation experiment data revealed a strong likelihood for 6 distinct stages of cognitive processing during trials, with an additional stage for non-rotated conditions. The cognitive model predicted intra-trial mental activity patterns that project well onto the processing stages, while explaining the additional stage as a marker of non-spatial shortcut use. Thereby, this combined methodology provided substantially more information than either method by itself and suggests conclusions for cognitive processing in general.}
}
Mena Leemhuis, and Özgür Lütfü Özçep,
Conceptual orthospaces---Convexity meets negation, International Journal of Approximate Reasoning , vol. 162, pp. 109013, 2023.
DOI:https://doi.org/10.1016/j.ijar.2023.109013
Bibtex: BibTeX
@article{leOe23conceptual,
	author = {Mena Leemhuis and {\"O}zg{\"u}r L. {\"O}zcep},
	date-added = {2023-09-01 10:58:36 +0200},
	date-modified = {2023-09-06 15:35:15 +0200},
	doi = {https://doi.org/10.1016/j.ijar.2023.109013},
	issn = {0888-613X},
	journal = {International Journal of Approximate Reasoning},
	keywords = {Conceptual space, Orthonegation, Similarity, Betweenness, Knowledge representation and reasoning},
	pages = {--},
	title = {Conceptual orthospaces---Convexity meets negation},
	year = {2023},
	bdsk-url-1 = {https://www.sciencedirect.com/science/article/pii/S0888613X23001445},
	bdsk-url-2 = {https://doi.org/10.1016/j.ijar.2023.109013}}
Thomas Sievers, Magnus Bender, and Ralf Möller,
Connecting AI Technologies as Online Services to a Humanoid Service Robot, in 15th International Conference on Computer and Automation Engineering (ICCAE) , IEEE, 2023. pp. 431-435.
DOI:10.1109/ICCAE56788.2023.10111181
Bibtex: BibTeX
@INPROCEEDINGS{SiBeMo,
author ={Thomas Sievers and Magnus Bender and Ralf M\"oller},
title ={Connecting AI Technologies as Online Services to a Humanoid Service Robot},
booktitle ={15th International Conference on Computer and Automation Engineering (ICCAE)},
year ={2023},
pages = {431-435},
publisher = {{IEEE}},
url ={http://dx.doi.org/10.1109/ICCAE56788.2023.10111181},
keywords ={Humanoid Robot; Human-Robot Interaction; Application Programming Interface; AI Democratization},
}
Nitin Nayak, Jan Rehfeld, Tobias Winker, Benjamin Warnke, Umut Çalıkyılmaz, and Sven Groppe,
Constructing Optimal Bushy Join Trees by Solving QUBO Problems on Quantum Hardware and Simulators, in Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA , 2023.
Datei: 3579142.3594298
Bibtex: BibTeX
@inproceedings{Nayak2023QUBO_JOO,
	title = {Constructing Optimal Bushy Join Trees by Solving QUBO Problems on Quantum Hardware and Simulators},
	author = {Nitin Nayak and Jan Rehfeld and Tobias Winker and Benjamin Warnke and Umut Çalıkyılmaz and Sven Groppe},
	booktitle = {Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA},
	year = {2023},
	url = {https://doi.org/10.1145/3579142.3594298}
}
Alexander Heinrich Hagen Peukert, and Stefan Thiemann,
Das Forschungsdatenzentrum der Universität Hamburg: Auf dem Weg zu einem gemeinsamen Verständnis im Umgang mit Forschungsdaten in den Natur-, Sozial- und Geisteswissenschaften, Bausteine Forschungsdatenmanagement , vol. 3, 2023.
DOI:10.17192/bfdm.2023.3.8562
Datei: 8562
Bibtex: BibTeX
@article{PeMeJaVoWoGrBrHeTh:2023, 
author={Hagen Peukert, Sylvia Melzer, Juliane Jacob, Iris Vogel, Kai Wörner, Steffen Grünler, Lisa Brase, Alexander Heinrich and Stefan Thiemann}, 
title={Das Forschungsdatenzentrum der Universität Hamburg: Auf dem Weg zu einem gemeinsamen Verständnis im Umgang mit Forschungsdaten in den Natur-, Sozial- und Geisteswissenschaften}, 
journal={Bausteine Forschungsdatenmanagement},
url={https://bausteine-fdm.de/article/view/8562}, DOI={10.17192/bfdm.2023.3.8562}, 
year={2023}, 
month={Mai},
volume={3},
note={German}
}
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
Datei: 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}}
Simon Paasche, and Sven Groppe,
A Finite State Automaton for Green Data Validation in a Real-World Smart Manufacturing Environment with Special Regard to Time-Outs and Overtaking, Future Internet , vol. 15, no. 11, 2023.
Datei: fi15110349
Bibtex: BibTeX
@article{Paasche2023StateAutomaton,
  author = {Simon Paasche and Sven Groppe},
  title = {A Finite State Automaton for Green Data Validation in a Real-World Smart Manufacturing Environment with Special Regard to Time-Outs and Overtaking},
  journal = {Future Internet},
  volume = {15},
  year = {2023},
  number = {11},
  url = {https://doi.org/10.3390/fi15110349}
}
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
Datei: 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.
Datei: 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.
Datei: 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.
Datei: 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.
Datei: 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}.
Datei: 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
Datei: 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.
Datei: 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.
Datei: 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.
Datei: 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}
}