2024

Tim Schulz, Malte Luttermann, and Ralf Möller,
AutoRAG: Grounding Text and Symbols, German Journal of Artificial Intelligence , 07 2024. Springer.
DOI:https://doi.org/10.1007/s13218-024-00850-z
Bibtex: 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.
Weblink: https://journals.flvc.org/FLAIRS/article/view/135518
Datei: Dateilink
Bibtex: 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.
Weblink: https://proceedings.mlr.press/v236/luttermann24a.html
Datei: Dateilink
Bibtex: 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.
DOI:https://doi.org/10.1007/s13218-023-00810-z
Datei: Dateilink
Bibtex: 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.
Datei: Dateilink
Bibtex: 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.
DOI:https://doi.org/10.1609/aaai.v38i18.30034
Datei: Dateilink
Bibtex: 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},
}
Paolo Ceravolo, Tiziana Catarci, Marco Console, Philippe Cudré-Mauroux, Sven Groppe, Katja Hose, Jaroslav Pokorný, Oscar Romero, and Robert Wrembel,
moduli: A Disaggregated Data Management Architecture for Data-Intensive Workflows, SIGWEB Newsl. , vol. 2024, no. Winter, 2024. Association for Computing Machinery.
Datei: 3643603.3643607
Thomas Sievers, and Nele Russwinkel,
Project Report: Requirements for a Social Robot as an Information Provider in the Public Sector, KI - Künstliche Intelligenz , vol. 37, no. 2-4, 2024.
DOI:10.1007/s13218-024-00840-1
Bibtex: BibTeX
@JOUR{10557749,
  author={Sievers, Thomas and Russwinkel, Nele},
  booktitle={KI - Künstliche Intelligenz}, 
  title={Project Report: Requirements for a Social Robot as an Information Provider in the Public Sector}, 
  year={2024},
  volume={37},
  number={2-4},
  pages={},
  keywords={Human-robot interaction;Social robotics;Public sector;ACT-R},
  doi={10.1007/s13218-024-00840-1}}
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.
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.
DOI:10.1109/ICSC59802.2024.00010
Datei: Dateilink
Bibtex: 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.
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, arXiv preprint , vol. arXiv:2406.08223, 2024.
Datei: arxiv.2406.08223
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.
Thomas Sievers, and Nele Russwinkel,
Introducing a note of levity to human-robot interaction with dialogs containing irony, sarcasm and jocularity, in IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) , 2024.
Bibtex: BibTeX
@inproceedings{SiRuROMAN24,
  author    = {Thomas Sievers and Nele Russwinkel},
  title     = {Introducing a note of levity to human-robot interaction with dialogs containing irony, sarcasm and jocularity},
  booktitle = {IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)},
  year      = {2024},
  volume    = {},
  pages     = {},
  publisher = {IEEE},
}
Sven Groppe, and Sarika Jain,
The Way Forward with AI-Complete Problems, New Generation Computing , 2024.
Datei: s00354-024-00251-8
Jinghua Groppe, Sven Groppe, Daniel Senf, and Ralf Möller,
There Are Infinite Ways to Formulate Code: How to Mitigate the Resulting Problems for Better Software Vulnerability Detection, Information , vol. 15, no. 4, 2024.
Datei: info15040216
Simon Schiff, Sebastian Wolfrum, Ralf Möller, and Mattis Hartwig,
Using Data Synthesis to Improve Length of Stay Predictions for Patients with Rare Diagnoses, The International FLAIRS Conference Proceedings , vol. 37, no. 1, 2024.
Datei: 135651
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.
Datei: s10462-024-10742-1
Mattis Hartwig, Sebastian Wolfrum, Ralf Möller, and Simon Schiff,
Aggregating Predicted Individual Hospital Length of Stay to Predict Bed Occupancy for Hospitals, in Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies. International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC-2024), February 21-23, Rome, Italy , SciTePress, 2024. pp. 175--184.
ISBN:978-989-758-688-0
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.
DOI:10.1109/SysCon61195.2024.10553629
Weblink: https://ieeexplore.ieee.org/document/10553629
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.
DOI:10.1142/S1793351X24410034
Datei: Dateilink
Bibtex: 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  = {}
}
Thomas Sievers, and Nele Russwinkel,
Interacting with a Sentimental Robot - Making Human Emotions tangible for a Social Robot via ChatGPT, in 2024 IEEE International Conference on Advanced Robotics and Its Social Impacts (ARSO) , 2024. pp. 182-187.
DOI:10.1109/ARSO60199.2024.10557749
Bibtex: BibTeX
@INPROCEEDINGS{10557749,
  author={Sievers, Thomas and Russwinkel, Nele},
  booktitle={2024 IEEE International Conference on Advanced Robotics and Its Social Impacts (ARSO)}, 
  title={Interacting with a Sentimental Robot – Making Human Emotions tangible for a Social Robot via ChatGPT*}, 
  year={2024},
  volume={},
  number={},
  pages={182-187},
  keywords={Emotion recognition;Sentiment analysis;Analytical models;Mood;Social robots;Oral communication;Chatbots},
  doi={10.1109/ARSO60199.2024.10557749}}
Nikita Abalakin, Nils Wendel Heinrich, Annika Österdiekhoff, Stefan Kopp, and Nele Russwinkel,
Allocation of Fixational Eye Movements in Response to Uncertainty in Dynamic Environments, in CogSci 2024 , Proceedings of the Annual Meeting of the Cognitive Science Society, 2024.
Maja Franz, Tobias Winker, Sven Groppe, and Wolfgang Mauerer,
Hype or Heuristic? Quantum Reinforcement Learning for Join Order Optimisation, arXiv , vol. 2405.07770, 2024.
Datei: arXiv.2405.07770