Publications
2024
- Published
Acoustic Emission Detection in Noisy Environments using Linear Prediction
Lange, A., Xu, R., Kaeding, M., Marx, S. & Ostermann, J., 1 Jul 2024, Proceedings of the 11th European Workshop on Structural Health Monitoring: EWSHM 2024. p. 11Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Elementary proof of QAOA convergence
Binkowski, L., Koßmann, G., Ziegler, T. & Schwonnek, R., 1 Jul 2024, In: New Journal of Physics. 26, 7, 073001.Research output: Contribution to journal › Article › Research › peer review
- Published
Adaptive Search Support for Teachers in Lesson Planning
Sebastian, R., 28 Jun 2024, UMAP 2024 : Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization. p. 20-24 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Holistic scene understanding through image and video scene graphs
Cong, Y., 21 Jun 2024, Hannover. 135 p.Research output: Thesis › Doctoral thesis
- 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
- E-pub ahead of print
Well-conditioned AI-assisted sub-matrix selection for numerically stable constrained form-finding of reticulated shells using geometric deep Q-learning
Tam, K. M. M., Maia Avelino, R., Kudenko, D., Van Mele, T. & Block, P., 19 Jun 2024, (E-pub ahead of print) In: MECCANICA.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach
Deng, D. & Lindauer, M., 10 Jun 2024, (E-pub ahead of print) NeurIPS Workshop on Time Series in the Age of Large Models. (ArXiv).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Identification of Speaker Roles and Situation Types in News Videos
Cheema, G. S., Arafat, J., Tseng, C. I., Bateman, J. A., Ewerth, R. & Müller-Budack, E., 7 Jun 2024, ICMR '24: Proceedings of the 2024 International Conference on Multimedia Retrieval. p. 506-514 9 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
MUWS 2024: The 3rd International Workshop on Multimodal Human Understanding for the Web and Social Media
Kastner, M. A., Cheema, G. S., Hakimov, S. & Garcia, N., 7 Jun 2024, ICMR '24: Proceedings of the 2024 International Conference on Multimedia Retrieval. p. 1342-1344 3 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Unveiling Global Narratives: A Multilingual Twitter Dataset of News Media on the Russo-Ukrainian Conflict
Hakimov, S. & Cheema, G. S., 7 Jun 2024, ICMR '24: Proceedings of the 2024 International Conference on Multimedia Retrieval. p. 1160-1164 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Evaluating Large Language Models for Structured Science Summarization in the Open Research Knowledge Graph
Nechakhin, V., D’Souza, J. & Eger, S., 5 Jun 2024, In: Information (Switzerland). 15, 6, 19 p., 328.Research output: Contribution to journal › Article › Research › peer review
- Published
A computational framework based on the dynamic pipeline approach
Pasarella, E., Vidal, M. E., Zoltan, C. & Royo Sales, J. P., Jun 2024, In: Journal of Logical and Algebraic Methods in Programming. 139, 21 p., 100966.Research output: Contribution to journal › Article › Research › peer review
- 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
- Published
Bridging Qualitative Data Silos: The Potential of Reusing Codings Through Machine Learning Based Cross-Study Code Linking
Wildemann, S., Niederée, C. & Elejalde, E., Jun 2024, In: Social science computer review. 42, 3, p. 760-776 17 p.Research output: Contribution to journal › Article › Research › peer review
- 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
- Published
Sequential sentence classification in research papers using cross-domain multi-task learning
Brack, A., Entrup, E., Stamatakis, M., Buschermöhle, P., Hoppe, A. & Ewerth, R., Jun 2024, In: International Journal on Digital Libraries. 25, 2, p. 377-400 24 p.Research output: Contribution to journal › Article › Research › peer review
- Published
The role of identity moderators and perceived degree of identity separation in librarian professional identity development
Pierson, C. M., Jun 2024, In: Journal of Librarianship and Information Science. 56, 2, p. 353-368 16 p.Research output: Contribution to journal › Article › Research › peer review
- Published
The social stratification of internal migration and daily mobility during the COVID-19 pandemic
Elejalde, E., Ferres, L., Navarro, V., Bravo, L. & Zagheni, E., 27 May 2024, In: Scientific reports. 14, 11 p., 12140.Research output: Contribution to journal › Article › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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
- Published
Noninvasive Risk Prediction Models for Heart Failure Using Proportional Jaccard Indices and Comorbidity Patterns
Tang, Y., Wang, C. H., Mitra, P. & Pai, T. W., 20 May 2024, In: Reviews in cardiovascular medicine. 25, 5, 13 p., 179.Research output: Contribution to journal › Article › Research › peer review
- Published
Everyone for Themselves? A Qualitative Study about Individual Security Setups of Open Source Software Contributors
Amft, S., Höltervennhoff, S., Panskus, R., Marky, K. & Fahl, S., 19 May 2024, Proceedings - 45th IEEE Symposium on Security and Privacy, SP 2024. Institute of Electrical and Electronics Engineers Inc., p. 1065-1082 18 p. (Proceedings - IEEE Symposium on Security and Privacy).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 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
- Published
Diagrammatic Reasoning for ALC Visualization with Logic Graphs
Baimuratov, I., 13 May 2024, WWW `24 : Proceedings of the ACM Web Conference 2024. p. 4295-4303 9 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Human vs ChatGPT: Effect of Data Annotation in Interpretable Crisis-Related Microblog Classification
Nguyen, T. H. & Rudra, K., 13 May 2024, WWW `24 : Proceedings of the ACM Web Conference 2024. p. 4534-4543 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
CauseKG: A Framework Enhancing Causal Inference With Implicit Knowledge Deduced From Knowledge Graphs
Huang, H. & Vidal, M. E., 7 May 2024, In: IEEE ACCESS. 12, p. 61810-61827 18 p.Research output: Contribution to journal › Article › Research › peer review
- Published
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
Cong, Y., Xu, M., Simon, C., Chen, S., Ren, J., Xie, Y., Perez-Rua, J. M., Rosenhahn, B., Xiang, T. & He, S., 7 May 2024.Research output: Contribution to conference › Poster › Research › peer review
- 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
- 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
- Published
Zukunftslabor Produktion: Vernetzung, Modellierung und Optimierung in der industriellen Produktion
Kallisch, J., Denkena, B., Kramer, K., Stürenburg, L., Pachandrin, S., Rokicki, M., Walter, J., Nein, M., Voss, M., Wunck, C., Niemann, K. H., Schmidt, M., Dilger, K., Niederée, C. & Hoffmann, N., 30 Apr 2024, In: Zeitschrift für wirtschaftlichen Fabrikbetrieb (ZWF) (online). 119, 5, p. 372-377 6 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Data Augmentation for Sample Efficient and Robust Document Ranking
Anand, A., Leonhardt, J., Singh, J., Rudra, K. & Anand, A., 29 Apr 2024, In: ACM Transactions on Information Systems. 42, 5, 29 p., 119.Research output: Contribution to journal › Article › Research › peer review
- Published
Efficient Neural Ranking Using Forward Indexes and Lightweight Encoders
Leonhardt, J., Müller, H., Rudra, K., Khosla, M., Anand, A. & Anand, A., 29 Apr 2024, In: ACM Transactions on Information Systems. 42, 5, 34 p., 117.Research output: Contribution to journal › Article › Research › peer review
- Published
Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual Fair Graph Clustering
Ghodsi, S., Seyedi, S. A. & Ntoutsi, E., 25 Apr 2024, Advances in Knowledge Discovery and Data Mining: 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024. Yang, D.-N., Xie, X., Tseng, V. S., Pei, J., Huang, J.-W. & Lin, J.C.-W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 284-296 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14645 LNAI)(Lecture Notes in Artificial Intelligence (LNAI)).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Embedding and Clustering Multi-Entity Sequences
Heaton, C. & Mitra, P., 22 Apr 2024, In: IEEE ACCESS. 12, p. 57492-57503 12 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Unveiling the silent majority: stance detection and characterization of passive users on social media using collaborative filtering and graph convolutional networks
Zhou, Z. & Elejalde, E., 4 Apr 2024, In: EPJ Data Science. 13, 1, 31 p., 28.Research output: Contribution to journal › Article › Research › peer review
- Published
Reducing CO2 emissions in a peer-to-peer distributed payment network: Does geography matter in the lightning network?
Valko, D. & Kudenko, D., Apr 2024, In: Computer networks. 243, 9 p., 110297.Research output: Contribution to journal › Article › Research › peer review
- 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
- 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