Profile information

Prof. Dr.  Wolfgang Nejdl

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

  1. 2021
  2. Published

    Triplet Loss for Effective Deployment of Deep Learning Based Driver Identification Models

    Zeng, L., Al-Rifai, M., Nolting, M. & Nejd, W., 19 Sept 2021, 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1328-1333 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2021-September).

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

  3. Published

    A holistic view on web archives

    Holzmann, H. & Nejdl, W., 1 Aug 2021, The Past Web: Exploring Web Archives. Springer International Publishing AG, p. 85-99 15 p.

    Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review

  4. Published

    FARF: A Fair and Adaptive Random Forests Classifier

    Zhang, W., Bifet, A., Zhang, X., Weiss, J. C. & Nejdl, W., 8 May 2021, Advances in Knowledge Discovery and Data Mining: 25th Pacific-Asia Conference, PAKDD 2021, Proceedings. Karlapalem, K., Cheng, H., Ramakrishnan, N., Agrawal, R. K., Reddy, P. K., Srivastava, J. & Chakraborty, T. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 245-256 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12713 LNAI).

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

  5. Published

    Hashing-accelerated graph neural networks for link prediction

    Wu, W., Li, B., Luo, C. & Nejdl, W., 19 Apr 2021, WWW '21: Proceedings of the Web Conference 2021. p. 2910-2920 11 p.

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

  6. Published

    Capturing protein domain structure and function using self-supervision on domain architectures

    Melidis, D. P. & Nejdl, W., 19 Jan 2021, In: Algorithms. 14, 1, 28.

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

  7. Published

    Analyzing European Migrant-related Twitter Deliberations

    Khatua, A. & Nejdl, W., 2021, WWW '21: Companion Proceedings of the Web Conference 2021. p. 166-170 5 p.

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

  8. Published

    Efficient Scalable Temporal Web Graph Store

    Vo, K. D., Zerr, S., Zhu, X. & Nejdl, W., 2021, 2021 IEEE International Conference on Big Data (Big Data). Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 263-273 11 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

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

  9. Published

    Environmental Data Collection as a Byproduct for Autonomous Ride-Hailing Services

    Frantzen, L., Liedtke, P., Graen, T., Fiege, A., Nolting, M. & Nejdl, W., 2021, 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 2272-2277 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2021-September).

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

  10. Published

    Membership Inference Attack on Graph Neural Networks

    Olatunji, I. E., Nejdl, W. & Khosla, M., 2021, Proceedings - 2021 3rd IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2021. Institute of Electrical and Electronics Engineers Inc., p. 11-20 10 p. (Proceedings - 2021 3rd IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2021).

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

  11. 2020
  12. Published

    Multi-view image clustering based on sparse coding and manifold consensus

    Zhu, X., Guo, J., Nejdl, W., Liao, X. & Dietze, S., 25 Aug 2020, In: NEUROCOMPUTING. 403, p. 53-62 10 p.

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

  13. Published

    Building and querying semantic layers for web archives (extended version)

    Fafalios, P., Holzmann, H., Kasturia, V. & Nejdl, W., Jun 2020, In: International Journal on Digital Libraries. 21, 2, p. 149-167 19 p.

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

  14. Published

    Node Representation Learning for Directed Graphs

    Khosla, M., Leonhardt, J., Nejdl, W. & Anand, A., 30 Apr 2020, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I. Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). Cham: Springer Verlag, p. 395-411 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11906).

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

  15. E-pub ahead of print

    dom2vec: Unsupervised protein domain embeddings capture domains structure and function providing data-driven insights into collocations in domain architectures

    Melidis, D., Malone, B. & Nejdl, W., 26 Apr 2020, (E-pub ahead of print) Cold Spring Harbor Laboratory Press.

    Research output: Working paper/Preprint › Preprint

  16. Published

    Bias in data-driven artificial intelligence systems: An introductory survey

    Ntoutsi, E., Fafalios, P., Gadiraju, U., Iosifidis, V., Nejdl, W., Vidal, M. E., Ruggieri, S., Turini, F., Papadopoulos, S., Krasanakis, E., Kompatsiaris, I., Kinder-Kurlanda, K., Wagner, C., Karimi, F., Fernandez, M., Alani, H., Berendt, B., Kruegel, T., Heinze, C., Broelemann, K., Kasneci, G., Tiropanis, T. & Staab, S., 16 Apr 2020, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 10, 3, e1356.

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

  17. Published

    A Neighborhood-Augmented LSTM Model for Taxi-Passenger Demand Prediction

    Quy, T. L., Nejdl, W., Spiliopoulou, M. & Ntoutsi, E., 4 Jan 2020, Multiple-Aspect Analysis of Semantic Trajectories: First International Workshop, MASTER 2019, Held in Conjunction with ECML-PKDD 2019, Würzburg, Germany, September 16, 2019, Proceedings. Tserpes, K., Renso, C. & Matwin, S. (eds.). Cham: Springer Nature, p. 100-116 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11889).

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

  18. E-pub ahead of print

    Bias in Data-driven AI Systems: An Introductory Survey

    Ntoutsi, E., Fafalios, P., Gadiraju, U., Iosifidis, V., Nejdl, W., Vidal, M., Ruggieri, S., Turini, F., Papadopoulos, S., Krasanakis, E., Kompatsiaris, I., Kinder-Kurlanda, K., Wagner, C., Karimi, F., Fernández, M., Alani, H., Berendt, B., Kruegel, T., Heinze, C., Broelemann, K., Kasneci, G., Tiropanis, T. & Staab, S., 2020, (E-pub ahead of print).

    Research output: Working paper/Preprint › Preprint

  19. Published

    Matching Recruiters and Jobseekers on Twitter

    Khatua, A. & Nejdl, W., 2020, 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM). Atzmuller, M., Coscia, M. & Missaoui, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 266-269 4 p. 9381392

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

  20. Published

    On the Importance of Contextual Information for Building Reliable Automated Driver Identification Systems

    Zeng, L., Al-Rifai, M., Chelaru, S., Nolting, M. & Nejdl, W., 2020, 2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020. Institute of Electrical and Electronics Engineers Inc., 9294439

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

  21. 2019
  22. Published

    Efficient Tracking of Breaking News in Twitter

    Hoang, T. A., Nguyen, T. H. & Nejdl, W., 26 Jun 2019, WebSci 2019: Proceedings of the 11th ACM Conference on Web Science. p. 135-136 2 p.

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

  23. Published

    Introduction to the focused issue on the 20th International Conference on Theory and Practice of Digital Libraries (TPDL 2016)

    Fuhr, N., Kovács, L., Risse, T. & Nejdl, W., 1 Jun 2019, In: International Journal on Digital Libraries. 20, 2, p. 123-124 2 p.

    Research output: Contribution to journal › Editorial in journal › Research › peer review

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