Browse by research area

  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. The Predictive Power of Social Media Sentiment for Short-Term Stock Movements

    Wilksch, M. & Abramova, O., 2022, Wirtschaftsinformatik 2022 Proceedings. Laumer, S. & Matzner, M. (eds.). The Association for Information Systems (AIS), 13 p.

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

  8. 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

  9. 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

  10. Published

    Conceptualizing Role Development in Agile Transformations: Deriving Design Goals and Principles for Agile Roles

    Lueg, R. & Drews, P., 11.2021, Innovation Through Information Systems - Volume II: A Collection of Latest Research on Technology Issues. Ahlemann, F., Schütte, R. & Stieglitz, S. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 531-547 17 p. (Lecture Notes in Information Systems and Organisation; vol. 47).

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

  11. Published

    Parking space management through deep learning – an approach for automated, low-cost and scalable real-time detection of parking space occupancy

    Schulte, M. R., Thiée, L-W., Scharfenberger, J. & Funk, B., 11.2021, Innovation Through Information Systems - Volume II: A Collection of Latest Research on Technology Issues. Ahlemann, F., Schütte, R. & Stieglitz, S. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 642-655 14 p. (Lecture Notes in Information Systems and Organisation; vol. 47).

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

  12. Published

    Review of transit data sources: Potentials, challenges and complementarity

    Ge, L., Sarhani, M., Voß, S. & Xie, L., 16.10.2021, In: Sustainability. 13, 20, 36 p., 11450.

    Research output: Journal contributionsScientific review articlesResearch

  13. Published

    A systematic literature review of machine learning canvases

    Thiée, L-W., 05.10.2021, INFORMATIK 2021 - Die 51. Jahrestagung der Gesellschaft fur Informatikin: Computer Science and Sustainability. Gesellschaft für Informatik e.V. (GI) (ed.). Bonn: Gesellschaft für Informatik e.V., p. 1221-1235 15 p. (GI-Edition: Lecture Notes in Informatics (LNI), Proceedings ; vol. P-314).

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

  14. Published

    Principled Interpolation in Normalizing Flows

    Fadel, S., Mair, S., da Silva Torres, R. & Brefeld, U., 09.2021, Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part II. Oliver, N., Pérez-Cruz, F., Kramer, S., Read, J. & Lozano, J. A. (eds.). Cham: Springer Nature AG, p. 116-131 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12976 LNAI).

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

  15. Towards Ecosystems for Responsible AI: Expectations on Sociotechnical Systems, Agendas, and Networks in EU Documents

    Minkkinen, M., Zimmer, M. P. & Mäntymäki, M., 25.08.2021, Responsible AI and Analytics for an Ethical and Inclusive Digitized Society: 20th IFIP WG 6.11 Conference on e-Business, e-Services and e-Society, I3E 2021, Galway, Ireland, September 1–3, 2021, Proceedings. Dennehy, D., Griva, A., Pouloudi, N., Dwivedi, Y. K., Pappas, I. & Mäntymäki, M. (eds.). Cham: Springer Schweiz, p. 220-232 13 p. 20. (Lecture Notes in Computer Science; vol. 12896).

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

  16. Published

    Space and Control in Soccer

    Martens, F., Dick, U. & Brefeld, U., 16.07.2021, In: Frontiers in Sports and Active Living . 3, 13 p., 676179.

    Research output: Journal contributionsJournal articlesResearch

  17. Published

    Rating Player Actions in Soccer

    Dick, U., Tavakol, M. & Brefeld, U., 15.07.2021, In: Frontiers in Sports and Active Living. 3, 14 p., 682986.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  18. Published

    Joint optimization of an autoencoder for clustering and embedding

    Boubekki, A., Kampffmeyer, M., Brefeld, U. & Jenssen, R., 01.07.2021, In: Machine Learning. 110, 7, p. 1901-1937 37 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  19. Published

    Explaining the (Non-) Adoption of Advanced Data Analytics in Auditing: A Process Theory

    Krieger, F., Drews, P. & Velte, P., 01.06.2021, In: International Journal of Accounting Information Systems. 41, 24 p., 100511.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  20. Published

    Evaluating one-shot tournament predictions

    Ekstrom, C. T., Van Eetvelde, H., Ley, C. & Brefeld, U., 05.04.2021, In: Journal of Sports Analytics. 7, 1, p. 37-46 10 p.

    Research output: Journal contributionsJournal articlesResearchpeer-review

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