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Knowledge-Based Systems Section

Organisational unit: Section/Division

Type of address: Visitor address.
Appelstraße 4
30167
Hannover
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1 - 20 out of 112Page size: 20

Publications

  1. 2025
  2. Published

    Processing UK Biobank High Resolution Accelerometry Data for Unsupervised Identification of Activity Profiles and Their Differences in Clinically Relevant Outcome Parameters: The ATLAS Index Revisited

    Li, J., Beitlich, J. M., Nejdl, W., Zacharias, H. U. & Marschollek, M., 15 May 2025, Proceedings of MIE 2025. p. 1185-1189 5 p. (Studies in health technology and informatics; vol. 327).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  3. Published

    SimE: A Knowledge Graph Embedding Model to Encode Self-Similar Structures through Algebraic and Geometric Transformations

    Amouzouvi, K., Chudasama, Y., Purohit, D., Rivas, A., Song, B., Lehmann, J., Vahdati, S. & Vidal, M. E., 5 May 2025, In: IEEE ACCESS. 13, p. 74701-74719 19 p., 0b00006493ddb818.

    Research output: Contribution to journal › Article › Research › peer review

  4. Published

    Deep learning-based driver identification using vehicular time-series data

    Zeng, L., 3 Feb 2025, Hannover. 116 p.

    Research output: Thesis › Doctoral thesis

  5. 2024
  6. E-pub ahead of print

    Fair Link Prediction With Overlapping Groups

    Pal, M., Sikdar, S. & Ganguly, N., 18 Nov 2024, (E-pub ahead of print) In: IEEE Transactions on Computational Social Systems. 15 p.

    Research output: Contribution to journal › Article › Research › peer review

  7. Published

    Learning analytics and the Universal Design for Learning (UDL): A clustering approach

    Roski, M., Jagan Sebastian, R., Ewerth, R., Hoppe, A. & Nehring, A., Jun 2024, In: Computers & education. 214, 105028.

    Research output: Contribution to journal › Article › Research › peer review

  8. E-pub ahead of print

    Model-free reinforcement learning with noisy actions for automated experimental control in optics

    Richtmann, L., Schmiesing, V., Wilken, D., Heine, J., Tranter, A., Anand, A., Osborne, T. J. & Heurs, M., 24 May 2024, (E-pub ahead of print).

    Research output: Working paper/Preprint › Preprint

  9. 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 journal › Article › Research › peer review

  10. Published

    Fairness-aware machine learning in educational data mining

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

    Research output: Thesis › Doctoral thesis

  11. 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 proceeding › Conference abstract › Research › peer review

  12. 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

  13. 2023
  14. 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 journal › Article › Research › peer review

  15. 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 proceeding › Conference contribution › Research › peer review

  16. 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/Preprint › Preprint

  17. 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 proceeding › Conference contribution › Research › peer review

  18. Published

    Joint learning from multiple information sources for biological problems

    Dong, T. N., 2023, Hannover. 148 p.

    Research output: Thesis › Doctoral thesis

  19. Published

    Methods for improving entity linking and exploiting social media messages across crises

    Stoffalette Joao, R., 2023, Hannover. 117 p.

    Research output: Thesis › Doctoral thesis

  20. 2022
  21. Published

    A tool for the automation of efficient multi-robot choreography planning and execution

    Wete, E., Greenyer, J., Kudenko, D., Nejdl, W., Flegel, O. & Eisner, D., 9 Nov 2022, Proceedings - ACM/IEEE 25th International Conference on Model Driven Engineering Languages and Systems, MODELS 2022: Companion Proceedings. p. 37-41 5 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  22. Published

    GenOtoScope: Towards automating ACMG classification of variants associated with congenital hearing loss

    Melidis, D. P., Landgraf, C., Schmidt, G., Schöner-Heinisch, A., von Hardenberg, S., Lesinski-Schiedat, A., Nejdl, W. & Auber, B., 21 Sept 2022, In: PLoS Computational Biology. 18, 9, e1009785.

    Research output: Contribution to journal › Article › Research › peer review

  23. Published

    Kinetik und Methodik: Film als dynamische und multimodale Herausforderung für die DH

    Bateman, J., Diecke, J., Ewerth, R., Heftberger, A., Howanitz, G., Spiegel, S. & Loertscher, M., 7 Mar 2022. 2 p.

    Research output: Contribution to conference › Paper › Research › peer review

  24. Published

    Pushing the button: Why do learners pause online videos?

    Merkt, M., Hoppe, A., Bruns, G., Ewerth, R. & Huff, M., Jan 2022, In: Comput. Educ.. 176, 104355.

    Research output: Contribution to journal › Article › Research › peer review

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