2025
Akasha-Leonie
Kessel,
Soror
Sahri,
Sven
Groppe,
Jinghua
Groppe,
Hanieh
Khorashadizadeh,
Marc
Pignal,
Eva Perez
Pimparé, and
Régine
Vignes-Lebbe,
Impact of Chatbots on User Experience and Data Quality on Citizen Science Platforms, Computers , vol. 14, no. 1, Jan. 2025.
Impact of Chatbots on User Experience and Data Quality on Citizen Science Platforms, Computers , vol. 14, no. 1, Jan. 2025.
Datei: | computers14010021 |
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.
Thomas Sievers,
Silence is Golden - Making Pauses in Human Utterances Comprehensible for Social Robots in Human-Robot Interaction, IEEE/SICE International Symposium on System Integration (SII 2025), Munich, January 21-24, 2025.
Silence is Golden - Making Pauses in Human Utterances Comprehensible for Social Robots in Human-Robot Interaction, IEEE/SICE International Symposium on System Integration (SII 2025), Munich, January 21-24, 2025.
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, PMLR, 092024.
Efficient Detection of Commutative Factors in Factor Graphs, PMLR, 092024.
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, PMLR, 042024.
Lifted Causal Inference in Relational Domains, PMLR, 042024.
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.
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.
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}, } |
Thomas
Sievers,
Nele
Russwinkel, and
Ralf
Möller,
What am I? – Complementing a robot’s task-solving capabilities with a mental model using a cognitive architecture, in Behavior Adaptation and Learning for Assistive Robotics , Workshop at the 33nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN 2024), 2024.
What am I? – Complementing a robot’s task-solving capabilities with a mental model using a cognitive architecture, in Behavior Adaptation and Learning for Assistive Robotics , Workshop at the 33nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN 2024), 2024.
Weblink: | https://sites.google.com/view/bailar2024/home |
Datei: | Dateilink |
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 |
Magnus
Bender,
Tanya
Braun,
Ralf
Möller, and
Marcel
Gehrke,
ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions, in 18th IEEE International Conference on Semantic Computing, (ICSC 2024), February 5-7 , IEEE, 2024. pp. 17-24.
ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions, in 18th IEEE International Conference on Semantic Computing, (ICSC 2024), February 5-7 , IEEE, 2024. pp. 17-24.
DOI: | 10.1109/ICSC59802.2024.00010 |
Datei: | Dateilink |
Bibtex: | @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} } |
Benjamin
Warnke,
Kevin
Martens,
Tobias
Winker,
Sven
Groppe,
Jinghua
Groppe,
Prasad
Adhiyaman,
Sruthi
Srinivasan, and
Shridevi
Krishnakumar,
ReJOOSp: Reinforcement Learning for Join Order Optimization in SPARQL, Big Data and Cognitive Computing (BDCC) , vol. 8, no. 7, 2024.
ReJOOSp: Reinforcement Learning for Join Order Optimization in SPARQL, Big Data and Cognitive Computing (BDCC) , vol. 8, no. 7, 2024.
Datei: | bdcc8070071 |
Hanieh
Khorashadizadeh,
Fatima Zahra
Amara,
Morteza
Ezzabady,
Frédéric
Ieng,
Sanju
Tiwari,
Nandana
Mihindukulasooriya,
Jinghua
Groppe,
Soror
Sahri,
Farah
Benamara, and
Sven
Groppe,
Research Trends for the Interplay between Large Language Models and Knowledge Graphs, in VLDB 2024 Workshop: The International Workshop on Data Management Opportunities in Unifying Large Language Models + Knowledge Graphs (LLM+KG), Guangzhou, China , 2024.
Research Trends for the Interplay between Large Language Models and Knowledge Graphs, in VLDB 2024 Workshop: The International Workshop on Data Management Opportunities in Unifying Large Language Models + Knowledge Graphs (LLM+KG), Guangzhou, China , 2024.
Datei: | LLM+KG-9.pdf |
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} } |
Annika
Österdiekhoff,
Nils Wendel
Heinrich,
Nele
Russwinkel, and
Stefan
Kopp,
Sense of Control in Dynamic Multitasking and its Impact on Voluntary Task-Switching Behavior, in CogSci 2024 , Proceedings of the Annual Meeting of the Cognitive Science Society, 2024.
Sense of Control in Dynamic Multitasking and its Impact on Voluntary Task-Switching Behavior, in CogSci 2024 , Proceedings of the Annual Meeting of the Cognitive Science Society, 2024.
Sylvia
Melzer,
Tim
Weilkiens,
Christian
Muggeo, and
Axel
Berres,
Sustainable Development of Information Systems Using SysML, FAS and DOL, in The 18th Annual International Systems Conference , 2024.
Sustainable Development of Information Systems Using SysML, FAS and DOL, in The 18th Annual International Systems Conference , 2024.
DOI: | 10.1109/SysCon61195.2024.10553629 |
Weblink: | https://ieeexplore.ieee.org/document/10553629 |
Sven
Groppe, and
Sarika
Jain,
The Way Forward with AI-Complete Problems, New Generation Computing , 2024.
The Way Forward with AI-Complete Problems, New Generation Computing , 2024.
Datei: | s00354-024-00251-8 |
T.
Kar,
P.
Kanungo,
Sachi Nandan
Mohanty,
Sven
Groppe, and
Jinghua
Groppe,
Video Shot-boundary detection: Issues, challenges and solutions, Artificial Intelligence Review , vol. 57, no. 4, 2024.
Video Shot-boundary detection: Issues, challenges and solutions, Artificial Intelligence Review , vol. 57, no. 4, 2024.
Datei: | s10462-024-10742-1 |