Browse by research area

  1. Published

    Masked autoencoder for multiagent trajectories

    Rudolph, Y. & Brefeld, U., 02.2025, In: Machine Learning. 114, 2, 18 p., 44.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  2. Published

    Conveying the Ethics of Artificial Intelligence in K–12 and Academia: A Systematic Review of Teaching Methods

    Tschoppe, N. J., Katsarov, J., Drews, P. & Trittin-Ulbrich, H., 07.01.2025, Proceedings of the 58th Hawaii International Conference on System Sciences: Hilton Waikoloa Village, January 7-10, 2025. Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 4744-4753 10 p. (Hawaii International Conference on System Sciences (HICSS); vol. 2025).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  3. Published

    The Utilization of Artificial Intelligence in Higher Education Institutions in Germany: Opportunities and Challenges of AI in HEIs

    Bohlens, C., 01.01.2025, AI Adoption and Diffusion in Education. Sart, G. & Sezgin, F. (eds.). IGI Global Publishing, p. 321-357 37 p.

    Research output: Contributions to collected editions/worksChapterpeer-review

  4. Published

    DISCIE–Discriminative Closed Information Extraction

    Möller, C. & Usbeck, R., 2025, The Semantic Web – ISWC 2024 - 23rd International Semantic Web Conference, Proceedings. Demartini, G., Hose, K., Acosta, M., Palmonari, M., Cheng, G., Skaf-Molli, H., Ferranti, N., Hernández, D. & Hogan, A. (eds.). Cham: Springer Nature Switzerland AG, p. 23-40 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15232 LNCS).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  5. Accepted/In press

    Joint Item Response Models for Manual and Automatic Scores on Open-Ended Test Items

    Bengs, D., Brefeld, U., Kroehne, U. & Zehner, F., 2025, (Accepted/In press) In: Psychometrika.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  6. Published

    Machine Learning and Data Mining for Sports Analytics: 11th International Workshop, MLSA 2024, Vilnius, Lithuania, September 9, 2024, Revised Selected Papers

    Brefeld, U. (Editor), Davis, J. (Editor), Van Haaren, J. (Editor) & Zimmermann, A. (Editor), 2025, Cham: Springer Verlag. 119 p. (Communications in Computer and Information Science; vol. 2460)

    Research output: Books and anthologiesConference proceedingsResearch

  7. Published

    Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering

    Jiang, L., Huang, J., Moller, C. & Usbeck, R., 2025, Proceedings - 2025 19th International Conference on Semantic Computing, ICSC 2025. Institute of Electrical and Electronics Engineers Inc., p. 28-35 8 p. (Proceedings - IEEE International Conference on Semantic Computing, ICSC).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  8. The differential effects of self-view in virtual meetings when speaking vs. listening

    Abramova, O., Gladkaya, M. & Krasnova, H., 2025, In: European Journal of Information Systems. 34, 2, p. 230-248 19 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  9. Published

    Toward Learning Distributions of Distributions

    Wohlstein, M. & Brefeld, U., 2025, In: Proceedings of Machine Learning Research. 265, p. 269-275 7 p.

    Research output: Journal contributionsConference article in journalResearchpeer-review

  10. Published

    Creative spaces in computer science

    Kohler, M., Usbeck, R. & Edinger, J., 12.2024, In: IT - Information Technology. 66, 2-3, p. 39-41 3 p.

    Research output: Journal contributionsOther (editorial matter etc.)Research

  11. Published

    Estimation of minimal data sets sizes for machine learning predictions in digital mental health interventions

    Zantvoort, K., Nacke, B., Görlich, D., Hornstein, S., Jacobi, C. & Funk, B., 12.2024, In: npj Digital Medicine. 7, 1, 10 p., 361.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  12. Published

    Predicting recurrent chat contact in a psychological intervention for the youth using natural language processing

    Hornstein, S., Scharfenberger, J., Lueken, U., Wundrack, R. & Hilbert, K., 12.2024, In: npj Digital Medicine. 7, 1, 9 p., 132.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  13. Published

    Identifying clinically relevant agranulocytosis in people registered on the UK clozapine Central Non-Rechallenge Database: retrospective cohort study

    Oloyede, E., Bachmann, C. J., Dzahini, O., Lopez Alcaraz, J. M., Singh, S. D., Vallianatu, K., Funk, B., Whiskey, E. & Taylor, D., 11.2024, In: The British Journal of Psychiatry. 225, 5, p. 484-491 8 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  14. Published

    A Universal Digital Stress Management Intervention for Employees: Randomized Controlled Trial with Health-Economic Evaluation

    Freund, J., Smit, F., Lehr, D., Zarski, A. C., Berking, M., Riper, H., Funk, B., Ebert, D. D. & Buntrock, C., 22.10.2024, In: Journal of Medical Internet Research. 26, 13 p., e48481.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  15. Published

    Use of Machine-Learning Algorithms Based on Text, Audio and Video Data in the Prediction of Anxiety and Post-Traumatic Stress in General and Clinical Populations: A Systematic Review

    Ciharova, M., Amarti, K., van Breda, W., Peng, X., Lorente-Català, R., Funk, B., Hoogendoorn, M., Koutsouleris, N., Fusar-Poli, P., Karyotaki, E., Cuijpers, P. & Riper, H., 01.10.2024, In: Biological Psychiatry. 96, 7, p. 519-531 13 p.

    Research output: Journal contributionsScientific review articlesResearch

  16. Published

    Revisiting the richness of integrated vehicle and crew scheduling

    Ge, L., Kliewer, N., Nourmohammadzadeh, A., Voß, S. & Xie, L., 10.2024, In: Public Transport. 16, 3, p. 775-801 27 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  17. Published

    Ablation Study of a Multimodal Gat Network on Perfect Synthetic and Real-world Data to Investigate the Influence of Language Models in Invoice Recognition

    Thiée, L. W., 11.09.2024, Document Analysis and Recognition – ICDAR 2024 Workshops: Athens, Greece, August 30–31, 2024 Proceedings, Part II. Mouchère, H. & Zhu, A. (eds.). Cham: Springer Nature, Vol. 2. p. 199-212 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14936)(Document analysis and recognition - ICDAR 2024 workshops ; vol. 2).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  18. Published

    Beyond Urban Challenges-Virtual Reality Tools in Participatory Design Processes: How Information and Communication Technologies are Used within Participatory Design Processes to Shape Urban Space

    Hilmer, L., 11.08.2024, Exploratory Papers and Workshops. D'Andrea, V., de Paula, R. A., Rodil, K., Lamas, D., Goagoses, N., Kambunga, A. P., Tan Yong Wen, D., Del Gaudio, C., Jensen, M. Y., Winschiers-Theophilus, H. & Zaman, T. (eds.). Association for Computing Machinery, p. 81-86 6 p. (ACM International Conference Proceeding Series; vol. 2).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  19. Proceedings of TextGraphs-17: Graph-based Methods for Natural Language Processing: The 62nd Annual Meeting of the Association of Computational Linguistics; August 15, 2024; TextGraphs @ ACL 2024

    Ustalov, D. (Editor), Gao, Y. (Editor), Pachenko, A. (Editor), Tutubalina, E. (Editor), Nikishina, I. (Editor), Ramesh, A. (Editor), Sakhovskiy, A. (Editor), Usbeck, R. (Editor), Penn, G. (Editor) & Valentino, M. (Editor), 01.08.2024, Kerrville: Association for Computational Linguistics (ACL). 162 p.

    Research output: Books and anthologiesConference proceedingsResearch

  20. Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions

    Roy, S., Khatua, A., Ghoochani, F., Hadler, U., Nejdl, W. & Ganguly, N., 11.07.2024, SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. Hui Yang, G., Wang, H., Han, S., Hauff, C., Zuccon, G. & Zhang, Y. (eds.). Association for Computing Machinery, Inc, p. 1073-1082 10 p. (SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

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