Profile information

Prof. Dr.  Wolfgang Nejdl

https://orcid.org/0000-0003-3374-2193
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Publications

  1. 2024
  2. Published

    Adaptive Dispatching of Mobile Charging Stations using Multi-Agent Graph Convolutional Cooperative-Competitive Reinforcement Learning

    Wonsak, S., Henke, N., Al-Rifai, M., Nolting, M. & Nejdl, W., 22 Nov 2024, 32nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems: ACM SIGSPATIAL 2024. Nascimento, M. A., Xiong, L., Zufle, A., Chiang, Y.-Y., Eldawy, A. & Kroger, P. (eds.). p. 410-420 11 p.

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

  3. Published

    Robust Fusion of Time Series and Image Data for Improved Multimodal Clinical Prediction

    Rasekh, A., Heidari, R., Hosein Haji Mohammad Rezaie, A., Sharifi Sedeh, P., Ahmadi, Z., Mitra, P. & Nejdl, W., 13 Nov 2024, In: IEEE ACCESS. 12, p. 174107-174121 15 p.

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

  4. Published

    Harnessing Empathy and Ethics for Relevance Detection and Information Categorization in Climate and COVID-19 Tweets

    Upadhyaya, A., Nejdl, W. & Fisichella, M., 21 Oct 2024, CIKM 2024 : Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. p. 4091-4095 5 p.

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

  5. Published

    Open benchmark for filtering techniques in entity resolution

    Neuhof, F., Fisichella, M., Papadakis, G., Nikoletos, K., Augsten, N., Nejdl, W. & Koubarakis, M., Sept 2024, In: VLDB Journal. 33, 5, p. 1671-1696 26 p.

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

  6. Published

    Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions

    Roy, S., Khatua, A., Ghoochani, F., Hadler, U., Nejdl, W. & Ganguly, N., 11 Jul 2024, Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 1073-1082 10 p.

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

  7. Published

    Revisiting Clinical Outcome Prediction for MIMIC-IV

    Röhr, T., Figueroa, A., Papaioannou, J. M., Fallon, C., Bressem, K., Nejdl, W. & Löser, A., 21 Jun 2024, Proceedings of the 6th Workshop on Clinical Natural Language Processing. Naumann, T., Abacha, A. B., Bethard, S., Roberts, K. & Bitterman, D. (eds.). Association for Computational Linguistics (ACL), p. 208-217 10 p.

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

  8. Published

    An artificial intelligence-assisted clinical framework to facilitate diagnostics and translational discovery in hematologic neoplasia

    Tang, M., Antić, Ž., Fardzadeh, P., Pietzsch, S., Schröder, C., Eberhardt, A., van Bömmel, A., Escherich, G., Hofmann, W., Horstmann, M. A., Illig, T., McCrary, J. M., Lentes, J., Metzler, M., Nejdl, W., Schlegelberger, B., Schrappe, M., Miarka-Walczyk, K., Patsorczak, A., Cario, G., Renard, B. Y., Stanulla, M., Bergmann, A. K. & Zimmermann, M., Jun 2024, In: eBioMedicine. 104, 12 p., 105171.

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

  9. Published

    Data Drift in Clinical Outcome Prediction from Admission Notes

    Grundmann, P., Papaioannou, J. M., Oberhauser, T., Steffek, T., Siu, A., Nejdl, W. & Löser, A., 20 May 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 : Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). p. 4381-4391 11 p.

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

  10. Published

    Adversarial Mask Explainer for Graph Neural Networks

    Zhang, W., Li, X. & Nejdl, W., 13 May 2024, WWW `24 : Proceedings of the ACM Web Conference 2024. p. 861-869 9 p.

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

  11. 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 proceeding › Conference contribution › Research › peer review

  12. Published

    MPSketch: Message Passing Networks via Randomized Hashing for Efficient Attributed Network Embedding

    Wu, W., Li, B., Luo, C., Nejdl, W. & Tan, X., May 2024, In: IEEE transactions on cybernetics. 54, 5, p. 2941-2954 14 p.

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

  13. Published

    FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning

    Badar, M., Sikdar, S., Nejdl, W. & Fisichella, M., 24 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 10, p. 10962-10970 9 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  14. Published

    IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers

    Xiao, J., Basso, L., Nejdl, W., Ganguly, N. & Sikdar, S., 24 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 14, p. 16023-16031 9 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  15. 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

  16. 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

  17. 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

  18. 2023
  19. Published

    Guest Editorial Trustworthy and Collaborative AI for Personalised Healthcare Through Edge-of-Things

    Ren, Z., Schuller, B. W., Eskofier, B. M., Nguyen, T. T. & Nejdl, W., Nov 2023, In: IEEE Journal of Biomedical and Health Informatics. 27, 11, p. 5213-5215 3 p.

    Research output: Contribution to journal › Comment/debate › Research › peer review

  20. Published

    Why do we Hate Migrants? A Double Machine Learning-based Approach

    Khatua, A. & Nejdl, W., 5 Sept 2023, Proceedings of the 34th ACM Conference on Hypertext and Social Media. 10 p. 35

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

  21. Published

    FAC-fed: Federated adaptation for fairness and concept drift aware stream classification

    Badar, M., Nejdl, W. & Fisichella, M., Aug 2023, In: Machine learning. 112, 8, p. 2761-2786 26 p.

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

  22. Published

    Towards sentiment and Temporal Aided Stance Detection of climate change tweets

    Upadhyaya, A., Fisichella, M. & Nejdl, W., Jul 2023, In: Information Processing and Management. 60, 4, 103325.

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

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