Publications
2024
- Published
Boosting Long-Tail Data Classification with Sparse Prototypical Networks
Figueroa, A., Papaioannou, J. M., Fallon, C., Bekiaridou, A., Bressem, K., Zanos, S., Gers, F., Nejdl, W. & Löser, A., 2024, Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2024, Proceedings. Bifet, A., Davis, J., Krilavičius, T., Kull, M., Ntoutsi, E. & Žliobaitė, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 434-449 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14947 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Care-ful data studies: or, what do we see, when we look at datafied societies through the lens of care?
Zakharova, I. & Jarke, J., 2024, In: Information, Communication & Society. 27, 4, p. 651-664 14 p.Research output: Contribution to journal › Article › Research
- Published
Deriving Entity-Specific Embeddings From Multi-Entity Sequences
Heaton, C. & Mitra, P., 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation: LREC-COLING 2024. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). p. 4675-4684 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Evaluating Entity Importance in a Cross-National Context using Crowdsourcing and Best-Worst Scaling
Perevalov, A., Abdollahi, S., Gottschalk, S. & Both, A., 2024, In: Procedia Computer Science. 246, p. 1479-1487 9 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Few-Shot Event Classification in Images using Knowledge Graphs for Prompting
Tahmasebzadeh, G., Springstein, M., Ewerth, R. & Müller-Budack, E., 2024, IEEE Winter Conference on Applications of Computer Vision: WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 7271-7280 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
HiCMC: High-Efficiency Contact Matrix Compressor
Adhisantoso, Y. G., Körner, T., Müntefering, F., Ostermann, J. & Voges, J., 2024, In: BMC BIOINFORMATICS. 25, 1, 15 p., 296.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization
Benjamins, C., Cenikj, G., Nikolikj, A., Mohan, A., Eftimov, T. & Lindauer, M., 2024, (E-pub ahead of print) Genetic and Evolutionary Computation Conference (GECCO).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Kompression der Erregungsmuster von Cochlea-Implantaten
Hinrichs, R., 2024, 176 p.Research output: Thesis › Doctoral thesis
- Published
Kompression der Erregungsmuster von Cochlea-Implantaten
Hinrichs, R., 2024, Düsseldorf. 176 p. (Fortschrittberichte der VDI-Zeitschriften. Reihe 10, Angewandte Informatik; vol. 884)Research output: Book/Report › Monograph › Research › peer review
- Published
Morphological Synthesizer for Ge’ez Language: Addressing Morphological Complexity and Resource Limitations
Gebremariam, G., Teklehaymanot, H. & Mezgebe, G., 2024, Proceedings of the Fifth Workshop on Resources for African Indigenous Languages: @ LREC-COLING 2024. Mabuya, R., Matfunjwa, M., Setaka, M. & van Zaanen, M. (eds.). p. 94-106 13 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Multi-Vehicle Multi-Camera Tracking with Graph-Based Tracklet Features
Nguyen, T. T., Nguyen, H. H., Sartipi, M. & Fisichella, M., 2024, In: IEEE transactions on multimedia. 26, p. 972-983 12 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Ontologies in engineering mathematics research
Peters, J., Hoppe, A., Ewerth, R. & Hochmuth, R., 2024, INDRUM2024 Proceedings: Fifth conference of the International Network for Didactic Research in University Mathematics. González-Martín, A. S., Gueudet, G., Florensa, I. & Lombard, N. (eds.). Barcelona, p. 535-536Research output: Chapter in book/report/conference proceeding › Conference abstract › Research › peer review
- Published
Optimizing BioTac Simulation for Realistic Tactile Perception
Zai El Amri, W. & Navarro-Guerrero, N., 2024, 2024 International Joint Conference on Neural Networks: IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
ORKG ASK: a Neuro-symbolic Scholarly Search and Exploration System
Oelen, A., Jaradeh, M. Y. & Auer, S., 2024, Posters, Demos, Workshops, and Tutorials of the 20th International Conference on Semantic Systems (SEMANTiCS 2024). (CEUR Workshop Proceedings; vol. 3759).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
PEaCE: A Chemistry-Oriented Dataset for Optical Character Recognition on Scientific Documents
Zhang, N., Heaton, C., Okonsky, S. T., Mitra, P. & Toraman, H. E., 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation : LREC-COLING 2024. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). p. 12679-12689 11 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Semantic Methods for Events and Stories (SEMMES) 2024
Lisena, P., Gottschalk, S. & Blin, I., 2024, ESWC 2024 Workshops and Tutorials Joint Proceedings. (CEUR Workshop Proceedings; vol. 3749).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Target Classification through ISAR for Autonomous Vehicles based on Federated Learning
Violi, V., Usai, P., Brizi, D., Singh, G., Fisichella, M., Isernia, T. & Monorchio, A., 2024, 18th European Conference on Antennas and Propagation: EuCAP 2024. Institute of Electrical and Electronics Engineers Inc., 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
TIGQA: An Expert-Annotated Question-Answering Dataset in Tigrinya
Teklehaymanot, H. K., Fazlija, D., Ganguly, N., Patro, G. K. & Nejdl, W., 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation : LREC-COLING 2024. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). p. 16142-16161 20 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
TrustFed: Navigating Trade-offs Between Performance, Fairness, and Privacy in Federated Learning.
Badar, M., Sikdar, S., Nejdl, W. & Fisichella, M., 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). p. 2370-2377 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Using Unlabeled Data in Self-Supervised Training Improves Automatic Vertebral Body Fracture Assessment
Laue, J. L., Adolph, C., Yilmaz, E. B. & Meyer, C., 2024, IEEE International Symposium on Biomedical Imaging: ISBI 2024 - Conference Proceedings. IEEE Computer Society, 5 p. (Proceedings - International Symposium on Biomedical Imaging).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review