Browse by research area

  1. Let’s Team Up with AI! Toward a Hybrid Intelligence System for Online Customer Service

    Poser, M., Wiethof, C., Banerjee, D., Shankar Subramanian, V., Paucar, R. & Bittner, E. A. C., 25.05.2022, The Transdisciplinary Reach of Design Science Research: 17th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2022, St Petersburg, FL, USA, June 1-3, 2022, proceedings. Drechsler, A., Gerber, A. & Hevner, A. (eds.). Cham: Springer Nature Switzerland AG, p. 142-153 12 p. (Lecture Notes in Computer Science; vol. 13229 LNCS).

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

  2. Published

    Who can receive the pass? A computational model for quantifying availability in soccer

    Dick, U., Link, D. & Brefeld, U., 01.05.2022, In: Data Mining and Knowledge Discovery. 36, 3, p. 987-1014 28 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  3. A formalization of one of the main claims of “‘Dunbar’s number’ deconstructed” by Lindenfors et al. 2021

    Usbeck, R., 22.03.2022, In: Data Science. 5, 1, p. 61-64 4 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  4. Published

    Robustness and disturbances in public transport

    Ge, L., Voss, S. & Xie, L., 04.03.2022, In: Public Transport. 14, 1, p. 191-261 71 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  5. Published

    Action rate models for predicting actions in soccer

    Dick, U. & Brefeld, U., 02.03.2022, In: AStA Advances in Statistical Analysis. 107, 1-2, p. 29-49 21 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  6. Published

    Comparing two hybrid neural network models to predict real-world bus travel time

    Nimpanomprasert, T., Xie, L. & Kliewer, N., 01.01.2022, In: Transportation Research Procedia. 62, p. 393-400 8 p.

    Research output: Journal contributionsConference article in journalResearch

  7. DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation

    Al Hasan Rony, M. R., Usbeck, R. & Lehmann, J., 01.01.2022, Findings of the Association for Computational Linguistics: NAACL 2022 - Findings. Association for Computational Linguistics (ACL), p. 2557-2571 15 p. (Findings of the Association for Computational Linguistics: NAACL 2022 - Findings).

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

  8. Tree-KGQA: An Unsupervised Approach for Question Answering Over Knowledge Graphs

    Rony, M. R. A. H., Chaudhuri, D., Usbeck, R. & Lehmann, J., 01.01.2022, In: IEEE Access. 10, p. 50467-50478 12 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  9. Coping and Regulatory Responses on Social Media during Health Crisis: a Large-scale Analysis

    Abramova, O., Batzel, K. & Modesti, D., 2022, Proceedings of the 55th Annual Hawaii International Conference on System Sciences, HICSS 2022. Bui, T. X. (ed.). Honolulu: IEEE - Institute of Electrical and Electronics Engineers Inc., p. 3751-3760 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2022-January).

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

  10. Published

    End-to-End Active Speaker Detection

    Alcázar, J. L., Cordes, M., Zhao, C. & Ghanem, B., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 126-143 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13697 LNCS).

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

  11. Entity Extraction from Portuguese Legal Documents Using Distant Supervision

    Navarezi, L. M., Sakiyama, K., Rodrigues, L. S., Robaldo, C. M. O., Lobato, G. R., Vilela, P. A., Matsubara, E. T. & Fernandes, E. R., 2022, Computational Processing of the Portuguese Language : 15th International Conference, PROPOR 2022, Fortaleza, Brazil, March 21-23, 2022, Proceedings. Pinheiro, V., Gamallo, P., Amaro, R., Scarton, C., Batista, F., Silva, D., Magro, C. & Pinto, H. (eds.). Cham: Springer Nature Switzerland AG, p. 166-176 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13208 LNAI).

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

  12. Measuring Gender Bias in German Language Generation

    Kraft, A., Zorn, H. P., Fecht, P., Simon, J., Biemann, C. & Usbeck, R., 2022, INFORMATIK 2022 - Informatik in den Naturwissenschaften. Demmler, D., Krupka, D. & Federrath, H. (eds.). Bonn: Gesellschaft für Informatik e.V., p. 1257-1274 18 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-326).

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

  13. Published

    Modeling Conditional Dependencies in Multiagent Trajectories

    Rudolph, Y. & Brefeld, U., 2022, In: Proceedings of Machine Learning Research. 151, p. 10518-10533 16 p.

    Research output: Journal contributionsConference article in journalResearchpeer-review

  14. Proceedings of the 7th Natural Language Interfaces for the Web of Data (NLIWoD)

    Yan, X. (ed.), Beloucif, M. (ed.) & Usbeck, R. (ed.), 2022, Aachen: CEUR-WS.org. 42 p. (CEUR Workshop Proceedings; vol. 3196)

    Research output: Books and anthologiesConference proceedingsResearch

  15. QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers

    Perevalov, A., Diefenbach, D., Usbeck, R. & Both, A., 2022, Proceedings - 16th IEEE International Conference on Semantic Computing, ICSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 229-234 6 p. (Proceedings - 16th IEEE International Conference on Semantic Computing, ICSC 2022).

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

  16. Accepted/In press

    Revisiting the richness of integrated vehicle and crew scheduling

    Ge, L., Kliewer, N., Nourmohammadzadeh, A., Voß, S. & Xie, L., 2022, (Accepted/In press) In: Public Transport. 27 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  17. RoMe: A Robust Metric for Evaluating Natural Language Generation

    Al Hasan Rony, M. R., Kovriguina, L., Chaudhuri, D., Usbeck, R. & Lehmann, J., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 5645-5657 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

  18. Published

    Semi-Supervised Generative Models for Multi-Agent Trajectories

    Brefeld, U., Fassmeyer, D. & Fassmeyer, P., 2022, Advances in Neural Information Processing Systems 35: 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Red Hook: Curran Associates, Vol. 48. p. 37267-37281 15 p. (Advances in Neural Information Processing Systems; vol. 35).

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

  19. Semantic Answer Type and Relation Prediction Task (SMART 2021)

    Mihindukulasooriya, N., Dubey, M., Gliozzo, A., Lehmann, J., Ngomo, A-C. N., Usbeck, R., Rossiello, G. & Kumar, U., 07.12.2021, (In preparation) Conference XXX. 6 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearch

  20. Published

    Toward Automatically Labeling Situations in Soccer

    Fassmeyer, D., Anzer, G., Bauer, P. & Brefeld, U., 03.11.2021, In: Frontiers in Sports and Active Living. 3, 15 p., 725431.

    Research output: Journal contributionsJournal articlesResearchpeer-review

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