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Institute of Data Science

Organisational unit: Institute

Type of address: Visitor addres
Appelstraße 4
30167
Hannover
21 - 40 out of 230Page size: 20

Publications

  1. 2024

  2. Published

    Towards Data Augmentation for Supervised Code Translation

    Chen, B., Golebiowski, J. & Abedjan, Z., 23 May 2024, Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings. IEEE Computer Society, p. 352-353 2 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  3. Published

    KGSaw: One Size Does Not Fit All- Planning Methods for Data Fragmentation for Efficiently Creating Knowledge Graphs

    Iglesias, E. & Vidal, M. E., 21 May 2024, SAC '24: Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing. p. 1668-1670 3 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  4. Published

    Tracing the Impact of Bias in Link Prediction

    Russo, M., Sawischa, S. F. & Vidal, M. E., 21 May 2024, SAC '24: Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing. p. 1626-1633 8 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  5. Published

    Multi-Robot Motion and Task Planning in Automotive Production Using Controller-based Safe Reinforcement Learning

    Wete, E., Greenyer, J., Kudenko, D. & Nejdl, W., 6 May 2024, AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. Dastani, M. & Sichman, J. S. (eds.). p. 1928-1937 10 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  6. Published

    Model-based analysis of cure-induced stresses for a short fiber-reinforced epoxy adhesive used in wind turbine rotor blades

    Holst, T., 10 Apr 2024, Hannover. 232 p.

    Research output: ThesisDoctoral thesis

  7. Published

    Learning Action Embeddings for Off-Policy Evaluation

    Cief, M., Golebiowski, J., Schmidt, P., Abedjan, Z. & Bekasov, A., 20 Mar 2024, Advances in Information Retrieval: 46th European Conference on Information Retrieval, ECIR 2024. Goharian, N., Tonellotto, N., He, Y., Lipani, A., McDonald, G., Macdonald, C. & Ounis, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 108-122 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14608 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  8. Published

    Exploring Data Mining in Chemistry Education: Building a Web-Based Learning Platform for Learning Analytics

    Roski, M., Ewerth, R., Hoppe, A. & Nehring, A., 12 Mar 2024, In: Journal of Chemical Education. 101, 3, p. 930-940 11 p.

    Research output: Contribution to journalArticleResearchpeer review

  9. Published

    KG-EmpiRE: A Community-Maintainable Knowledge Graph of Empirical Research in Requirements Engineering

    Karras, O., Wernlein, F., Klünder, J. & Auer, S., 26 Feb 2024, Software Engineering 2024 - Proceedings. Rabiser, R., Wimmer, M., Groher, I., Wortmann, A. & Wiesmayr, B. (eds.). Gesellschaft fur Informatik (GI), p. 49-50 2 p. (Lecture Notes in Informatics (LNI); vol. P-343).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  10. Published

    Studying bias in visual features through the lens of optimal transport

    Fabbrizzi, S., Zhao, X., Krasanakis, E., Papadopoulos, S. & Ntoutsi, E., Jan 2024, In: Data Mining and Knowledge Discovery. 38, p. 281–312 32 p.

    Research output: Contribution to journalArticleResearchpeer review

  11. Published

    Fairness-aware machine learning in educational data mining

    Le Quy, T., 2024, Hannover. 139 p.

    Research output: ThesisDoctoral thesis

  12. Published

    Model-based analysis of cure-induced stresses for a short fiber-reinforced epoxy adhesive used in wind turbine rotor blades

    Holst, T., 2024, Stuttgart. 232 p.

    Research output: Book/ReportMonographResearchpeer review

  13. 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. 535-536

    Research output: Chapter in book/report/conference proceedingConference abstractResearchpeer review

  14. 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 proceedingConference contributionResearchpeer review

  15. 2023

  16. Published

    Perspectives and Potentials of Open Data for the Sports Sciences: The “What”, the “Why” and the “Wow”

    Krüger, M., Biniossek, C., Betz, D. & Stocker, M. A., Oct 2023, In: Zeitschrift für Sportpsychologie (online). 30, 4, p. 167-176 10 p.

    Research output: Contribution to journalArticleResearchpeer review

  17. Published

    Multi-fair Capacitated Students-Topics Grouping Problem

    Quy, T. L., Friege, G. & Ntoutsi, E., 27 May 2023, Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Proceedings. Kashima, H., Ide, T. & Peng, W.-C. (eds.). p. 507–519 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13935 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  18. E-pub ahead of print

    A Review of the Role of Causality in Developing Trustworthy AI Systems

    Ganguly, N., Fazlija, D., Badar, M., Fisichella, M., Sikdar, S., Schrader, J., Wallat, J., Rudra, K., Koubarakis, M., Patro, G. K., Zai El Amri, W. & Nejdl, W., 2023, (E-pub ahead of print) (ACM Computing Surveys).

    Research output: Working paper/PreprintPreprint

  19. Published

    Data quality assurance in the research process using the example of tensile tests

    Mohnfeld, N., Muller, L., Wawer, M. L., Uhe, J., Koepler, O., Auer, S., Lachmeyer, R. & Mozgova, I., 2023, DS 125: Proceedings of the 34th Symposium Design for X (DFX2023). p. 143-152

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  20. Published

    Divide and Conquer the EmpiRE: A Community-Maintainable Knowledge Graph of Empirical Research in Requirements Engineering

    Karras, O., Wernlein, F., Klunder, J. & Auer, S., 2023, 2023 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, ESEM 2023. IEEE Computer Society, (International Symposium on Empirical Software Engineering and Measurement).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  21. Published

    Enhancing Interpretability of Machine Learning Models over Knowledge Graphs

    Chudasama, Y., Purohit, D., Rohde, P. D. & Vidal, M. E., 2023, SEMPDS 2023: Posters and Demos at SEMANTiCS 2023. 5 p. (CEUR Workshop Proceedings; vol. 3526).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  22. Published

    How Learnweb Can Support Science Education Research on Climate Change in Social Media

    Upadhyaya, A., Pfeiffer, C., Astappiev, O., Marenzi, I., Lenzer, S., Nehring, A. & Fisichella, M., 2023, Methodologies and Intelligent Systems for Technology Enhanced Learning, 12th International Conference . Temperini, M., Scarano, V., Marenzi, I., Kravcik, M., Popescu, E., Lanzilotti, R., Gennari, R., De La Prieta, F., Di Mascio, T. & Vittorini, P. (eds.). Cham, p. 149-154 6 p. (Lecture Notes in Networks and Systems; vol. 580 LNNS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review