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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

  23. Published

    A Multi-task Model for Emotion and Offensive Aided Stance Detection of Climate Change Tweets

    Upadhyaya, A., Fisichella, M. & Nejdl, W., 30 Apr 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. p. 3948-3958 11 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

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

  24. 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

  25. Published

    Benchmarking Filtering Techniques for Entity Resolution

    Papadakis, G., Fisichella, M., Schoger, F., Mandilaras, G., Augsten, N. & Nejdl, W., 2023, 2023 IEEE 39th International Conference on Data Engineering: ICDE 2023. IEEE Computer Society, p. 653-666 14 p. (Proceedings - International Conference on Data Engineering; vol. 2023-April).

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

  26. Published

    Efficient ECG-based Atrial Fibrillation Detection via Parameterised Hypercomplex Neural Networks

    Basso, L., Ren, Z. & Nejdl, W., 2023, 31st European Signal Processing Conference: EUSIPCO 2023. European Signal Processing Conference, EUSIPCO, p. 1375-1379 5 p. (European Signal Processing Conference).

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

  27. Published

    GENEMASK: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning

    Roy, S., Wallat, J., Sundaram, S. S., Nejdl, W. & Ganguly, N., 2023, ECAI 2023 : 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). p. 2002-2009 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).

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

  28. Published

    Intensity-Valued Emotions Help Stance Detection of Climate Change Twitter Data

    Upadhyaya, A., Fisichella, M. & Nejdl, W., 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). p. 6246-6254 9 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).

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

  29. Published

    MDE and Learning for flexible Planning and optimized Execution of Multi-Robot Choreographies

    Wete, E., Greenyer, J., Wortmann, A., Kudenko, D. & Nejdl, W., 2023, Proceedings 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation, ETFA 2023. Institute of Electrical and Electronics Engineers Inc., 4 p. (IEEE International Conference on Emerging Technologies and Factory Automation, ETFA; vol. 2023-September).

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

  30. Published

    Self-Explaining Neural Networks for Respiratory Sound Classification with Scale-free Interpretability

    Ren, Z., Nguyen, T. T., Zahed, M. M. & Nejdl, W., 2023, 2023 International Joint Conference on Neural Networks (IJCNN). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2023-June).

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

  31. Published

    Toxicity, Morality, and Speech Act Guided Stance Detection

    Upadhyaya, A., Fisichella, M. & Nejdl, W., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 4464-4478 15 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

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

  32. 2022

  33. 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

  34. 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

  35. Published

    Learning complementary representations via attention-based ensemble learning for cough-based COVID-19 recognition

    Ren, Z., Chang, Y., Nejdl, W. & Schuller, B. W., 25 Jul 2022, In: Acta Acustica. 6, 29, 29.

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

  36. Published

    Endorsement Analysis of Migrant-related Deliberations on YouTube: Prior to and during 2022 Ukrainian crisis

    Khatua, A. & Nejdl, W., 28 Jun 2022, Proceedings of the 2022 Workshop on Open Challenges in Online Social Networks, OASIS 2022 : Held in conjunction with the 33rd ACM Conference on Hypertext and Social Media, HT 2022. p. 31-38 8 p.

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

  37. Published

    Rites de Passage: Elucidating Displacement to Emplacement of Refugees on Twitter

    Khatua, A. & Nejdl, W., 28 Jun 2022, HT 2022: 33rd ACM Conference on Hypertext and Social Media - Co-located with ACM WebSci 2022 and ACM UMAP 2022. p. 214-219 6 p. (HT 2022: 33rd ACM Conference on Hypertext and Social Media - Co-located with ACM WebSci 2022 and ACM UMAP 2022).

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

  38. Published

    Unraveling Social Perceptions & Behaviors towards Migrants on Twitter

    Nejdl, W. & Khatua, A., 31 May 2022, Proceedings of the Sixteenth International AAAI Conference on Web and Social Media (ICWSM2022). p. 512-523 12 p. (Proceedings of the Sixteenth International AAAI Conference on Web and Social Media; vol. 16 (2022)).

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

  39. Published

    Prototype Learning for Interpretable Respiratory Sound Analysis

    Ren, Z., Nguyen, T. T. & Nejdl, W., May 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing: ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 9087-9091 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

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

  40. Published

    Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis

    Chang, Y., Ren, Z., Nguyen, T. T., Nejdl, W. & Schuller, B. W., 2022, Interspeech 2022 : Incheon, Korea 18-22 September 2022. p. 4003-4007 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

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

  41. Published

    Multi-Modal Motion Prediction with Graphormers

    Wonsak, S., Al-Rifai, M., Nolting, M. & Nejdl, W., 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems: ITSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 3521-3528 8 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).

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

  42. Published

    Preface

    Nejdl, W., Abedjan, Z., Binnig, C., Weidlich, M., Boehm, M., Scherzinger, S., Rabl, T., Paradies, M., Papenbrock, T., Ruiz, J. A. Q. & Lehner, W., 2022, Lernen, Wissen, Daten, Analysen 2022: Proceedings of the LWDA 2022 Workshops: FGWM, FGKD, and FGDB. p. 3 1 p. (CEUR Workshop Proceedings; vol. 3341).

    Research output: Chapter in book/report/conference proceeding › Foreword/postscript › Research › peer review

  43. Published

    Towards building reliable deep learning based driver identification systems

    Zeng, L., Al-Rifai, M., Nolting, M. & Nejdl, W., 2022, 2022 IEEE 34th International Conference on Tools with Artificial Intelligence, ICTAI 2022. Reformat, M., Zhang, D. & Bourbakis, N. G. (eds.). p. 766-773 8 p. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2022-October).

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

  44. Published

    Using Vehicle Data to Enhance Prediction of Accident-Prone Areas

    Wowo, K. S., Dadwal, R., Graen, T., Fiege, A., Nolting, M., Nejdl, W., Demidova, E. & Funke, T., 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems, ITSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 2450-2456 7 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).

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

  45. 2021

  46. Published

    How compatible is Alexa with dual tasking? Towards intelligent personal assistants for dual-task situations

    Ahire, S., Priegnitz, A., Önbas, O., Rohs, M. & Nejdl, W., 9 Nov 2021, HAI 2021: Proceedings of the 9th International User Modeling, Adaptation and Personalization Human-Agent Interaction. p. 103-111 9 p.

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

  47. Published

    Demand-driven data acquisition for large scale fleets

    Matesanz, P., Graen, T., Fiege, A., Nolting, M. & Nejdl, W., 1 Nov 2021, In: Sensors. 21, 21, 7190.

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

  48. Published

    Struggle to Settle down! Examining the Voices of Migrants and Refugees on Twitter Platform

    Khatua, A. & Nejdl, W., 23 Oct 2021, CSCW 2021: Conference Companion Publication of the 2021 Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery (ACM), p. 95-98 4 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).

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

  49. Published

    EduCOR: An Educational and Career-Oriented Recommendation Ontology

    Ilkou, E., Abu-Rasheed, H., Tavakoli, M., Hakimov, S., Kismihók, G., Auer, S. & Nejdl, W., 30 Sept 2021, The Semantic Web – ISWC 2021 : 20th International Semantic Web Conference, ISWC 2021, Proceedings. Hotho, A., Blomqvist, E., Dietze, S., Fokoue, A., Ding, Y., Barnaghi, P., Haller, A., Dragoni, M. & Alani, H. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 546-562 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12922 LNCS).

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

  50. 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

  51. 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

  52. Published

    Analyzing European Migrant-related Twitter Deliberations

    Khatua, A. & Nejdl, W., Jun 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

  53. 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

  54. 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

  55. 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

  56. 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

  57. 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

  58. 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

  59. 2020

  60. 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

  61. 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

  62. 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

  63. 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

  64. 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

  65. 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

  66. 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

  67. 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

  68. 2019

  69. 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

  70. 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

  71. Published

    Efficient Summarizing of Evolving Events from Twitter Streams

    Nguyen, T. H., Hoang, T. A. & Nejdl, W., 6 May 2019, Proceedings of the 2019 SIAM International Conference on Data Mining (SDM). Berger-Wolf, T. & Chawla, N. (eds.). Society for Industrial and Applied Mathematics Publications, p. 226-234 9 p. (Proceedings of the SIAM International Conference on Data Mining).

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

  72. 2018

  73. E-pub ahead of print

    A Trio Neural Model for Dynamic Entity Relatedness Ranking

    Nguyen, T. N., Tran, T. & Nejdl, W., Oct 2018, (E-pub ahead of print) Proceedings of the 22nd Conference on Computational Natural Language Learning. Brüssel, p. 31-41

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

  74. Published

    W2E: A Worldwide-Event Benchmark Dataset for Topic Detection and Tracking

    Hoang, T. A., Duy Vo, K. & Nejdl, W., Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery (ACM), p. 1847-1850 4 p.

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

  75. Published

    Multiple Models for Recommending Temporal Aspects of Entities

    Nguyen, T. N., Kanhabua, N. & Nejdl, W., 3 Jun 2018, The Semantic Web - 15th International Conference, ESWC 2018, Proceedings. Gangemi, A., Troncy, R., Navigli, R., Hollink, L., Vidal, M.-E., Hitzler, P., Tordai, A. & Alam, M. (eds.). Springer Verlag, p. 462-480 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10843 LNCS).

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

  76. Published

    LogCanvas: Visualizing Search History Using Knowledge Graphs

    Xu, L., Fernando, Z. T., Zhou, X. & Nejdl, W., Jun 2018, 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018. p. 1289-1292 4 p. (41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018).

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

  77. Published

    Ranking Archived Documents for Structured Queries on Semantic Layers

    Fafalios, P., Kasturia, V. & Nejdl, W., 23 May 2018, JCDL 2018 - Proceedings of the 18th ACM/IEEE Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 155-164 10 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

  78. Published

    DistrustRank: Spotting False News Domains

    Woloszyn, V. & Nejdl, W., 15 May 2018, WebSci 2018 - Proceedings of the 10th ACM Conference on Web Science. p. 221-228 8 p.

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

  79. Published

    Effects of Algorithmic Decision-Making and Interpretability on Human Behavior: Experiments using Crowdsourcing

    Anand, A., Bizer, K., Erlei, A., Gadiraju, U., Heinze, C., Meub, L., Nejdl, W. & Steinrötter, B., 2018, HCOMP 2018 Works in Progress and Demonstration Papers: Proceedings of the HCOMP 2018 Works in Progress and Demonstration Papers Track of the Sixth AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2018). (CEUR Workshop Proceedings; vol. 2173).

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

  80. Published

    Identification of similarities and prediction of unknown features in an urban street network

    Feuerhake, U., Wage, O., Sester, M., Tempelmeier, N., Nejdl, W. & Demidova, E., 2018, Proceedings of Mid-term Symposium “3D Spatial Information Science – The Engine of Change”. p. 185-192 (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives; vol. XLII-4).

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

  81. Published

    Volunteered Geographic Information: Interpretation, Visualisation and Social Computing (VGIscience)

    Burghardt, D., Nejdl, W., Schiewe, J. & Sester, M., 2018, 28th International Cartographic Conference. p. 1-5 5 p. (Proceedings of the International Cartographic Association; vol. 1).

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

  82. 2017

  83. Published

    RussianFlu-DE: A German Corpus for a Historical Epidemic with Temporal Annotation

    van Canh, T., Markert, K. & Nejdl, W., 2 Sept 2017, Research and Advanced Technology for Digital Libraries - 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, Proceedings. Manolopoulos, Y., Kamps, J., Tsakonas, G., Iliadis, L. & Karydis, I. (eds.). Springer Verlag, p. 61-73 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10450 LNCS).

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

  84. Published

    SaR-WEB: A Semantic Web Tool to Support Search as Learning Practices and Cross-Language Results on the Web

    Taibi, D., Fulantelli, G., Marenzi, I., Nejdl, W., Rogers, R. & Ijaz, A., Aug 2017, Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017. Huang, R., Vasiu, R., Kinshuk, Sampson, D. G., Chen, N.-S. & Chang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 522-524 3 p. 8001849

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

  85. Published

    Building and Querying Semantic Layers for Web Archives

    Fafalios, P., Holzmann, H., Kasturia, V. & Nejdl, W., 25 Jul 2017, 2017 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017. Institute of Electrical and Electronics Engineers Inc., 7991555. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

  86. Published

    Towards a Ranking Model for Semantic Layers over Digital Archives

    Fafalios, P., Kasturia, V. & Nejdl, W., Jul 2017, 2017 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017. Institute of Electrical and Electronics Engineers Inc., 7991617. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

  87. Published

    Scalable Processing of Massive Traffic Datasets

    Di Martino, S., Kwoczek, S. & Nejdl, W., 23 Jun 2017, Smart Sensors Networks: Communication Technologies and Intelligent Applications. Elsevier Inc., p. 123-142 20 p.

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

  88. Published

    Exploring Web Archives Through Temporal Anchor Texts

    Holzmann, H., Nejdl, W. & Anand, A., Jun 2017, WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference. p. 289-298 10 p.

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

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