2025
Jinghua
Groppe,
Andreas
Marquet,
Annabel
Walz, and
Sven
Groppe,
Automated Archival Descriptions with Federated Intelligence of LLMs, in The 36th International Conference on Database and Expert Systems Applications (DEXA), Bangkok, Thailand , 2025.
Automated Archival Descriptions with Federated Intelligence of LLMs, in The 36th International Conference on Database and Expert Systems Applications (DEXA), Bangkok, Thailand , 2025.
| Datei: | 978-3-032-02049-9_4 |
Mohammad
Khodaygani,
Ali
Aliyu Tanko,
Timon
Dohnke,
Tobias
Groth,
Edgar
Baake,
Martin
Leucker, and
Nele
Russwinkel,
Cognitive Modeling of Agents: Integrating Emotions, Goals, Needs, and Decision-Making, in Proceedings of the Joint Workshop on Humanities-Centred Artificial Intelligence and Formal \& Cognitive Reasoning (CHAI+FCR 2025) , Potsdam, Germany , 2025.
Cognitive Modeling of Agents: Integrating Emotions, Goals, Needs, and Decision-Making, in Proceedings of the Joint Workshop on Humanities-Centred Artificial Intelligence and Formal \& Cognitive Reasoning (CHAI+FCR 2025) , Potsdam, Germany , 2025.
| Weblink: | https://ceur-ws.org/Vol-4058/paper7.pdf |
Jinghua
Groppe,
Nitin
Nayak,
Tobias
Winker,
Umut
Çalıkyılmaz, and
Sven
Groppe,
"QC4DB: Beschleunigung von relationalen Datenbankmanagementsystemen durch Quantenrechner Teilvorhaben: Datenbank Optimierungen (DBOpt)" Hannover : Technische Informationsbibliothek, 2025.
"QC4DB: Beschleunigung von relationalen Datenbankmanagementsystemen durch Quantenrechner Teilvorhaben: Datenbank Optimierungen (DBOpt)" Hannover : Technische Informationsbibliothek, 2025.
| Datei: | 24530 |
Anna
Osipjan,
Hanieh
Khorashadizadeh,
Akasha-Leonie
Kessel,
Sven
Groppe, and
Jinghua
Groppe,
GraphTrace: A Modular Retrieval Framework Combining Knowledge Graphs and Large Language Models for Multi-Hop Question Answering, Computers , vol. 14, no. 9, 2025. MDPI AG.
GraphTrace: A Modular Retrieval Framework Combining Knowledge Graphs and Large Language Models for Multi-Hop Question Answering, Computers , vol. 14, no. 9, 2025. MDPI AG.
| Datei: | computers14090382 |
Thomas
Sievers,
Nele
Russwinkel, and
Ralf
Möller,
Grounding a social robot's understanding of words with associations in a cognitive architecture, International Conference on Agents and Artificial Intelligence (ICAART), Porto, February 23-25, 2025.
Grounding a social robot's understanding of words with associations in a cognitive architecture, International Conference on Agents and Artificial Intelligence (ICAART), Porto, February 23-25, 2025.
| DOI: | 10.5220/0013144200003890 |
| Bibtex: | @conference{icaart25,
author={Thomas Sievers and Nele Russwinkel and Ralf Möller},
title={Grounding a Social Robot’s Understanding of Words with Associations in a Cognitive Architecture},
booktitle={Proceedings of the 17th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART},
year={2025},
pages={406-410},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013144200003890},
isbn={978-989-758-737-5},
issn={2184-433X},
} |
Sven
Groppe,
Valter
Uotila, and
Jinghua
Groppe,
Opportunities and Challenges for Data Quality in the Era of Quantum Computing, arXiv , vol. 2512.00870, 2025.
Opportunities and Challenges for Data Quality in the Era of Quantum Computing, arXiv , vol. 2512.00870, 2025.
| Datei: | arxiv.2512.00870 |
Umut
Çalıkyılmaz,
Nitin
Nayak,
Jinghua
Groppe, and
Sven
Groppe,
OptiMA: A Transaction-Based Framework with Throughput Optimization for Very Complex Multi-Agent Systems, arXiv , vol. 2511.03761, 2025.
OptiMA: A Transaction-Based Framework with Throughput Optimization for Very Complex Multi-Agent Systems, arXiv , vol. 2511.03761, 2025.
| Datei: | arxiv.2511.03761 |
Thomas
Sievers, and
Nele
Russwinkel,
Personalized Interactions With a Social Robot Based on Recollections From a Cognitive Model, in Perspectives on Humanities‑Centered AI and Formal & Cognitive Reasoning Workshop , CEUR Workshop Proceedings, 2025.
Personalized Interactions With a Social Robot Based on Recollections From a Cognitive Model, in Perspectives on Humanities‑Centered AI and Formal & Cognitive Reasoning Workshop , CEUR Workshop Proceedings, 2025.
| Weblink: | https://ceur-ws.org/Vol-4058/ |
| Datei: |
Sarika
Jain,
Bharat K.
Bhargava,
Deepshikha
Kalra, and
Sven
Groppe,
Proceedings of the International Health Informatics Conference: IHIC 2023., .... Springer Nature Singapore, 2025.
Proceedings of the International Health Informatics Conference: IHIC 2023., .... Springer Nature Singapore, 2025.
| DOI: | 10.1007/978-981-97-7190-5 |
| ISBN: | 9789819771905 |
| Datei: | 978-981-97-7190-5 |
2024
Simon
Paasche, and
Sven
Groppe,
On the Potential of Sustainable Software Solutions in Smart Manufacturing Environments, in Semantic Intelligence , Springer Nature Singapore, Dez.2024, pp. 25–32.
On the Potential of Sustainable Software Solutions in Smart Manufacturing Environments, in Semantic Intelligence , Springer Nature Singapore, Dez.2024, pp. 25–32.
| DOI: | 10.1007/978-981-97-7356-5_3 |
| Datei: | 978-981-97-7356-5_3 |
Malte
Luttermann,
Tanya
Braun,
Ralf
Möller, and
Marcel
Gehrke,
Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs, in Proceedings of the Sixteenth International Conference on Scalable Uncertainty Management (SUM-2024) , Springer, Nov.2024. pp. 265--280.
Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs, in Proceedings of the Sixteenth International Conference on Scalable Uncertainty Management (SUM-2024) , Springer, Nov.2024. pp. 265--280.
| DOI: | https://doi.org/10.1007/978-3-031-76235-2_20 |
| Datei: | Dateilink |
| Bibtex: | @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},
}
|
Malte
Luttermann,
Johann
Machemer, and
Marcel
Gehrke,
Efficient Detection of Commutative Factors in Factor Graphs, in Proceedings of the Twelfth International Conference on Probabilistic Graphical Models (PGM-2024) , PMLR, 092024. pp. 38-56.
Efficient Detection of Commutative Factors in Factor Graphs, in Proceedings of the Twelfth International Conference on Probabilistic Graphical Models (PGM-2024) , PMLR, 092024. pp. 38-56.
| Weblink: | https://proceedings.mlr.press/v246/luttermann24a.html |
| Datei: | Dateilink |
| Bibtex: | @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}
} |
Malte
Luttermann,
Ralf
Möller, and
Mattis
Hartwig,
Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models, in Proceedings of the Forty-Seventh German Conference on Artificial Intelligence (KI-2024) , Springer, 082024. pp. 175--189.
Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models, in Proceedings of the Forty-Seventh German Conference on Artificial Intelligence (KI-2024) , Springer, 082024. pp. 175--189.
| DOI: | https://doi.org/10.1007/978-3-031-70893-0_13 |
| Datei: | Dateilink |
| Bibtex: | @inproceedings{LuMoHa24,
author = {Malte Luttermann and Ralf Möller and Mattis Hartwig},
title = {{Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models}},
booktitle = {Proceedings of the Forty-Seventh German Conference on Artificial Intelligence (KI-2024)},
year = {2024},
pages = {175--189},
publisher = {Springer}
} |
Tim
Schulz,
Malte
Luttermann, and
Ralf
Möller,
AutoRAG: Grounding Text and Symbols, German Journal of Artificial Intelligence , 07 2024. Springer.
AutoRAG: Grounding Text and Symbols, German Journal of Artificial Intelligence , 07 2024. Springer.
| DOI: | https://doi.org/10.1007/s13218-024-00850-z |
| Bibtex: | @article{ScLuMo24,
author = {Tim Schulz and Malte Luttermann and Ralf Möller},
title = {AutoRAG: Grounding Text and Symbols},
journal = {German Journal of Artificial Intelligence},
year = {2024},
publisher = {Springer},
doi = {https://doi.org/10.1007/s13218-024-00850-z}
} |
Malte
Luttermann,
Johann
Machemer, and
Marcel
Gehrke,
Efficient Detection of Exchangeable Factors in Factor Graphs, in Proceedings of the Thirty-Seventh International FLAIRS Conference (FLAIRS-24) , Florida Online Journals, 052024.
Efficient Detection of Exchangeable Factors in Factor Graphs, in Proceedings of the Thirty-Seventh International FLAIRS Conference (FLAIRS-24) , Florida Online Journals, 052024.
| Weblink: | https://journals.flvc.org/FLAIRS/article/view/135518 |
| Datei: | Dateilink |
| Bibtex: | @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},
} |
Malte
Luttermann,
Mattis
Hartwig,
Tanya
Braun,
Ralf
Möller, and
Marcel
Gehrke,
Lifted Causal Inference in Relational Domains, in Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-24) , PMLR, 042024. pp. 827-842.
Lifted Causal Inference in Relational Domains, in Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-24) , PMLR, 042024. pp. 827-842.
| Weblink: | https://proceedings.mlr.press/v236/luttermann24a.html |
| Datei: | Dateilink |
| Bibtex: | @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},
} |
Malte
Luttermann,
Edgar
Baake,
Juljan
Bouchagiar,
Benjamin
Gebel,
Philipp
Grüning,
Dilini
Manikwadura,
Franziska
Schollemann,
Elisa
Teifke,
Philipp
Rostalski, and
Ralf
Möller,
Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain, German Journal of Artificial Intelligence , 04 2024. Springer.
Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain, German Journal of Artificial Intelligence , 04 2024. Springer.
| DOI: | https://doi.org/10.1007/s13218-023-00810-z |
| Datei: | Dateilink |
| Bibtex: | @article{LuBaBoGeGrMaScTeRoMo24,
author = {Malte Luttermann and Edgar Baake and Juljan Bouchagiar and Benjamin Gebel and Philipp Grüning and Dilini Manikwadura and Franziska Schollemann and Elisa Teifke and Philipp Rostalski and Ralf Möller},
title = {Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain},
journal = {German Journal of Artificial Intelligence},
year = {2024},
publisher = {Springer},
doi = {https://doi.org/10.1007/s13218-023-00810-z}
} |
Max
Bannach,
Florian Andreas
Marwitz, and
Till
Tantau,
Faster Graph Algorithms Through DAG Compression, 032024.
Faster Graph Algorithms Through DAG Compression, 032024.
| Datei: | Dateilink |
| Bibtex: | @inproceedings{BaMaTa24,
author = {Max Bannach, Florian Andreas Marwitz and Till Tantau},
title = {{ Faster Graph Algorithms Through DAG Compression}},
booktitle = {Proceedings of the 41st International Symposium on Theoretical Aspects of Computer Science (STACS 2024)},
year = {2024},
pages = {},
publisher = {},
url = {}
} |
Malte
Luttermann,
Tanya
Braun,
Ralf
Möller, and
Marcel
Gehrke,
Colour Passing Revisited: Lifted Model Construction with Commutative Factors, in Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24) , AAAI Press, 022024. pp. 20500-20507.
Colour Passing Revisited: Lifted Model Construction with Commutative Factors, in Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24) , AAAI Press, 022024. pp. 20500-20507.
| DOI: | https://doi.org/10.1609/aaai.v38i18.30034 |
| Datei: | Dateilink |
| Bibtex: | @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},
} |
Magnus
Bender,
Tanya
Braun,
Ralf
Möller, and
Marcel
Gehrke,
Unsupervised Estimation of Subjective Content Descriptions in an Information System, International Journal of Semantic Computing , vol. 18, no. 1, 2024.
Unsupervised Estimation of Subjective Content Descriptions in an Information System, International Journal of Semantic Computing , vol. 18, no. 1, 2024.
| DOI: | 10.1142/S1793351X24410034 |
| Datei: | |
| Bibtex: | @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 = {}
} |
Sven
Groppe,
Sarika
Jain, and
Bharat K.
Bhargava,
Semantic Intelligence, Sarika Jain and Sven Groppe and Bharat K. Bhargava, Eds. Springer Nature Singapore, 2024, pp. 25–32.
Semantic Intelligence, Sarika Jain and Sven Groppe and Bharat K. Bhargava, Eds. Springer Nature Singapore, 2024, pp. 25–32.
| DOI: | 10.1007/978-981-97-7356-5_3 |
| ISBN: | 9789819773565 |
| Datei: | 978-981-97-7356-5_3 |
| Bibtex: | @book{SemanticIntelligence2023,
title = {Semantic Intelligence},
editor = {Sarika Jain and Sven Groppe and Bharat K. Bhargava},
year = {2023},
publisher = {Springer Nature Singapore},
url = {https://doi.org/10.1007/978-981-19-7126-6}
} |
Valter
Uotila,
Sven
Groppe,
Le
Gruenwald,
Jiaheng
Lu, and
Wolfgang
Mauerer,
Workshop Summary of the Second International Workshop on Quantum Data Science and Management (QDSM), in VLDB 2024 Workshop: The Second International Workshop on Quantum Data Science and Management (QDSM’24) , 2024.
Workshop Summary of the Second International Workshop on Quantum Data Science and Management (QDSM), in VLDB 2024 Workshop: The Second International Workshop on Quantum Data Science and Management (QDSM’24) , 2024.
| Datei: |
Nitin
Nayak,
Manuel
Schönberger,
Valter
Uotila,
Zhengtong
Yan,
Sven
Groppe,
Jiaheng
Lu, and
Wolfgang
Mauerer,
QCE'24 Tutorial: Quantum Annealing - Emerging Exploration for Database Optimization, arXiv , vol. arXiv:2411.04638, 2024.
QCE'24 Tutorial: Quantum Annealing - Emerging Exploration for Database Optimization, arXiv , vol. arXiv:2411.04638, 2024.
| Datei: | 2411.04638 |
Nitin
Nayak,
Manuel
Schönberger,
Valter
Uotila,
Zhengtong
Yan,
Sven
Groppe,
Jiaheng
Lu, and
Wolfgang
Mauerer,
Quantum Annealing: Emerging Exploration for Database Optimization, in IEEE International Conference on Quantum Computing and Engineering (QCE), Montréal, Québec, Canada , 2024.
Quantum Annealing: Emerging Exploration for Database Optimization, in IEEE International Conference on Quantum Computing and Engineering (QCE), Montréal, Québec, Canada , 2024.
Nitin
Nayak,
Tobias
Winker,
Umut
Çalıkyılmaz,
Sven
Groppe, and
Jinghua
Groppe,
Quantum Join Ordering by Splitting the Search Space of QUBO Problems, Datenbank-Spektrum , vol. 24, no. 1, pp. 21-32, 2024.
Quantum Join Ordering by Splitting the Search Space of QUBO Problems, Datenbank-Spektrum , vol. 24, no. 1, pp. 21-32, 2024.
| Datei: | s13222-024-00468-3 |

