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L3S Research Centre

Organisational unit: Leibniz Research Centre

Type of address: Visitor addres
Appelstraße 9A
30167
Hannover
1 - 160 out of 1,324Page size: 160
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Publications

  1. 2025

  2. E-pub ahead of print

    SynthACticBench: A Capability-Based Synthetic Benchmark for Algorithm Configuration

    Margraf, V., Lappe, A., Wever, M. D., Benjamins, C., Hüllermeier, E. & Lindauer, M., Jun 2025, (E-pub ahead of print) GECCO 2025 - Proceedings of the 2025 Genetic and Evolutionary Computation Conference . Association for Computing Machinery (ACM), (ACM Conferences).

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

  3. Published

    MO-SMAC: Multi-objective Sequential Model-based Algorithm Configuration

    Rook, J., Benjamins, C., Bossek, J., Trautmann, H., Hoos, H. & Lindauer, M., 10 Mar 2025, In: Evolutionary computation. 25, 1, p. 1-25

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

  4. E-pub ahead of print

    Hybrid pathfinding optimization for the Lightning Network with Reinforcement Learning

    Valko, D. & Kudenko, D., 15 Apr 2025, In: Engineering Applications of Artificial Intelligence. 146, 17 p., 110225.

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

  5. Accepted/In press

    Automl for Multi-Class Anomaly Compensation of Sensor Drift

    Schaller, M. C., Kruse, M., Ortega, A., Lindauer, M. & Rosenhahn, B., 15 Jun 2025, In: Measurement: Journal of the International Measurement Confederation. 250, 117097.

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

  6. Published

    Modelling the influence of tool wear on shape errors in milling using a hybrid soft-sensor

    Denkena, B., Wichmann, M., Rokicki, M. & Stürenburg, L., Feb 2025, In: Production Engineering. 19, p. 101–110 10 p.

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

  7. Published

    Towards Interpretable Hybrid AI: Integrating Knowledge Graphs and Symbolic Reasoning in Medicine

    Chudasama, Y., Huang, H., Purohit, D. & Vidal, M. E., 13 Jan 2025, In: IEEE ACCESS. 13, p. 39489 - 39509 22 p.

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

  8. E-pub ahead of print

    Using incomplete and incorrect plans to shape reinforcement learning in long-sequence sparse-reward tasks

    Müller, H., Berg, L. & Kudenko, D., 10 Jan 2025, (E-pub ahead of print) In: Neural Computing and Applications. 16 p.

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

  9. Published

    Leveraging GPT Models For Semantic Table Annotation

    Bikim, J. P., Atezong, C., Jiomekong, A., Oelen, A., Rabby, G., D’Souza, J. & Auer, S., 3 Jan 2025, Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2024: Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching. p. 43-53 11 p. (CEUR workshop proceedings; vol. 3889).

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

  10. Published

    Integrating Knowledge Graphs with Symbolic AI: The Path to Interpretable Hybrid AI Systems in Medicine

    Vidal, M. E., Chudasama, Y., Huang, H., Purohit, D. & Torrente, M., Jan 2025, In: Journal of Web Semantics. 84, 8 p., 100856.

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

  11. Published

    Generating a Question Answering Dataset About Geographic Changes in a Knowledge Graph

    Mitsios, M., Punjani, D., Abdollahi, S., Gottschalk, S., Tsalapati, E., Demidova, E. & Koubarakis, M., 2025, Knowledge Engineering and Knowledge Management: 24th International Conference, EKAW 2024, Proceedings. Alam, M., Rospocher, M., van Erp, M., Hollink, L. & Gesese, G. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 471-489 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15370 LNAI).

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

  12. Published

    Managing Comprehensive Research Instrument Descriptions Within a Scholarly Knowledge Graph

    Haris, M., Auer, S. & Stocker, M., 2025, Sustainability and Empowerment in the Context of Digital Libraries : 26th International Conference on Asia-Pacific Digital Libraries, ICADL 2024, Proceedings. Oliver, G., Frings-Hessami, V., Du, J. T. & Tezuka, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 39-53 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15494 LNCS).

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

  13. Published

    SemMatch: Semantics-Aware Matching for Causal Inference over Knowledge Graphs

    Huang, H. & Vidal, M. E., 2025, Web Information Systems Engineering : WISE 2024 - 25th International Conference, Proceedings. Barhamgi, M., Wang, H. & Wang, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 467-483 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15437 LNCS).

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

  14. 2024

  15. E-pub ahead of print

    Education in the era of Neurosymbolic AI

    Jaldi, C. D., Ilkou, E., Schroeder, N. & Shimizu, C., May 2025, In: Journal of Web Semantics. 85, 7 p., 100857.

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

  16. Published

    Fragmenting Data Strategies to Scale Up the Knowledge Graph Creation

    Iglesias, E., Sakor, A., Rohde, P. D., Janev, V. & Vidal, M. E., 29 Dec 2024, Semantic Intelligence : Select Proceedings of ISIC 2023. Jain, S., Mihindukulasooriya, N., Janev, V. & Shimizu, C. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 11-23 13 p. (Lecture Notes in Electrical Engineering; vol. 1258).

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

  17. E-pub ahead of print

    Increasing energy efficiency of bitcoin infrastructure with reinforcement learning and one-shot path planning for the lightning network

    Valko, D. & Kudenko, D., 11 Dec 2024, (E-pub ahead of print) In: Neural Computing and Applications. 11 p., 112620.

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

  18. Published

    Organizing Graphical User Interface tests from behavior‐driven development as videos to obtain stakeholders' feedback

    Shi, J., Mönnich, J., Klünder, J. & Schneider, K., 10 Dec 2024, In: Journal of Software: Evolution and Process. 36, 12, e2721.

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

  19. Published

    Skipping the Security Side Quests: A Qualitative Study on Security Practices and Challenges in Game Development

    Klostermeyer, P., Amft, S., Höltervennhoff, S., Krause, A., Busch, N. & Fahl, S., 9 Dec 2024, Proceedings of the 2024 ACM SIGSAC Conference on Computer and Communications Security: CCS 2024 . p. 2651-2665 15 p.

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

  20. Published

    A lung cancer diagnosis and treatment dataset with geno- and phenotypical characteristics of the patient

    Ríos-Sánchez, B., Vigueras, G., García, A., Gómez-Bravo, D., Menasalvas, E., Torrente, M., Parejo, C., Aisopos, F., Vogiatzis, D., Purohit, D., Provencio, M., Vidal, M. E. & Rodríguez-González, A., Dec 2024, In: Data in Brief. 57, 7 p., 111167.

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

  21. Published

    A Review of Anonymization for Healthcare Data

    Olatunji, I. E., Rauch, J., Katzensteiner, M. & Khosla, M., Dec 2024, In: Big data. 12, 6, p. 538-555 18 p.

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

  22. E-pub ahead of print

    Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes

    Benjamins, C., Surana, S., Bent, O., Lindauer, M. & Duckworth, P., Dec 2024, (E-pub ahead of print) AI for Accelerated Materials Design - NeurIPS Workshop 2024.

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

  23. Published

    PALADIN: A process-based constraint language for data validation

    Diaz-Honrubia, A. J., Rohde, P. D., Niazmand, E., Menasalvas, E. & Vidal, M. E., Dec 2024, In: Information Fusion. 112, 23 p., 102557.

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

  24. 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

  25. Published

    VISE: Validated and Invalidated Symbolic Explanations for Knowledge Graph Integrity

    Purohit, D., Chudasama, Y., Torrente, M. & Vidal, M. E., 14 Nov 2024, Explainable Artificial Intelligence for the Medical Domain 2024: Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024). 23 p. (CEUR workshop proceedings; vol. 3831).

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

  26. 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

  27. Published

    Rethinking Evaluation Methods for Machine Unlearning

    Wichert, L. & Sikdar, S., 12 Nov 2024, Findings of the Association for Computational Linguistics: EMNLP 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). p. 4727-4739 13 p.

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

  28. Published

    Towards a Knowledge Graph for Teaching Knowledge Graphs

    Ilkou, E. & Jiménez-Ruiz, E., 11 Nov 2024, Proceedings of the ISWC 2024 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice. 6 p. (CEUR Workshop Proceedings; vol. 3828).

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

  29. Published

    Articulation Work and Tinkering for Fairness in Machine Learning

    Fahimi, M., Russo, M., Scott, K. M., Vidal, M. E., Berendt, B. & Kinder-Kurlanda, K., 8 Nov 2024, In: Proceedings of the ACM on Human-Computer Interaction. 8, CSCW2, 23 p., 434.

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

  30. Published

    DataDesc: A framework for creating and sharing technical metadata for research software interfaces

    Kuckertz, P., Göpfert, J., Karras, O., Neuroth, D., Schönau, J., Pueblas, R., Ferenz, S., Engel, F., Pflugradt, N., Weinand, J. M., Nieße, A., Auer, S. & Stolten, D., 8 Nov 2024, In: Patterns. 5, 11, 101064.

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

  31. Published

    Organizing Scientific Knowledge from Engineering Sciences Using the Open Research Knowledge Graph: The Tailored Forming Process Chain Use Case

    Karras, O., Budde, L., Merkel, P., Hermsdorf, J., Stonis, M., Overmeyer, L., Behrens, B. A. & Auer, S., 6 Nov 2024, In: Data Science Journal. 23, 36 p., 52.

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

  32. Published

    More than spectrograms: Deep representation learning for machinery fault detection

    Wißbrock, P., Ren, Z. & Pelkmann, D., 5 Nov 2024, In: Applied acoustics. 225, 14 p., 110178.

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

  33. Published

    Enhanced federated anomaly detection through autoencoders using summary statistics-based thresholding

    Laridi, S., Palmer, G. & Tam, K. M. M., 4 Nov 2024, In: Scientific reports. 14, 1, 26704.

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

  34. Published

    The Acoustic Dissection of Cough: Diving Into Machine Listening-based COVID-19 Analysis and Detection

    Ren, Z., Chang, Y., Bartl-Pokorny, K. D., Pokorny, F. B. & Schuller, B. W., Nov 2024, In: Journal of voice. 38, 6, p. 1264-1277 14 p.

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

  35. Published

    Bridging Research and Practice Through Conversation: Reflecting on Our Experience

    Russo, M., Jorgensen, M., Scott, K. M., Xu, W., Nguyen, D. H., Finocchiaro, J. & Olckers, M., 29 Oct 2024, Proceedings of the 4th ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization: EAAMO 2024. 11 p. 7

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

  36. Published

    Leveraging Ontologies to Document Bias in Data

    Russo, M. & Vidal, M. E., 29 Oct 2024, Proceedings of the 2nd Workshop on Fairness and Bias in AI. 16 p. (CEUR Workshop Proceedings; vol. 3808).

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

  37. Published

    RE-Trace: Re-identification of Modified GPS Trajectories

    Schestakov, S., Gottschalk, S., Funke, T. & Demidova, E., 23 Oct 2024, In: ACM Transactions on Spatial Algorithms and Systems. 10, 4, 31.

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

  38. Published

    Causal Probing for Dual Encoders

    Wallat, J., Hinrichs, H. & Anand, A., 21 Oct 2024, CIKM 2024 : Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. p. 2292-2303 12 p.

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

  39. Published

    Effectively Capturing Label Correlation for Tabular Multi-Label Classification

    Kamali Siahroudi, S., Ahmadi, Z. & Kudenko, D., 21 Oct 2024, CIKM 2024 : Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. p. 1060-1069 10 p.

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

  40. 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

  41. Published

    LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting

    Truchan, H., Kalfar, C. & Ahmadi, Z., 21 Oct 2024, CIKM 2024 : Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. p. 2271-2281 11 p.

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

  42. Published

    Multimodal Misinformation Detection using Large Vision-Language Models

    Tahmasebi, S., Müller-Budack, E. & Ewerth, R., 21 Oct 2024, CIKM 2024 : Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. p. 2189-2199 11 p.

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

  43. Published

    Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions

    Navarrete, E., Ewerth, R. & Hoppe, A., 21 Oct 2024, CIKM 2024 : Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. p. 1743-1751 9 p.

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

  44. Published

    Understanding the User: An Intent-Based Ranking Dataset

    Anand, A., Leonhardt, J., Venktesh, V. & Anand, A., 21 Oct 2024, CIKM 2024 : Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. p. 5323-5327 5 p.

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

  45. Published

    A Neuro-Symbolic Approach for Faceted Search in Digital Libraries

    Khalid, M., Auer, S. & Stocker, M., 19 Oct 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. 1238-1245 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

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

  46. Published

    Entity Matching Across Small Networks Using Node Attributes

    Ahmadi, Z., Zhang, Z., Nguyen, H. H., Burdisso, S., Madikeri, S., Motlicek, P., Dikici, E., Backfried, G., Kovac, M., Maly, K. & Kudenko, D., 19 Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). p. 4602-4609 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

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

  47. Published

    Spatially Constrained Transformer with Efficient Global Relation Modelling for Spatio-Temporal Prediction

    Sao, A. & Gottschalk, S., 19 Oct 2024, ECAI 2024. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). p. 2781-2789 9 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

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

  48. Published

    Continual Domain Randomization

    Josifovski, J., Auddy, S., Malmir, M., Piater, J., Knoll, A. & Navarro-Guerrero, N., 14 Oct 2024, 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024. Institute of Electrical and Electronics Engineers Inc., p. 4965-4972 8 p. (IEEE International Conference on Intelligent Robots and Systems).

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

  49. Published

    Can Editorial Decisions Impair Journal Recommendations? Analysing the Impact of Journal Characteristics on Recommendation Systems

    Entrup, E., Ewerth, R. & Hoppe, A., 8 Oct 2024, Proceedings of the 18th ACM Conference on Recommender Systems: RecSys 2024. p. 1062-1066 5 p.

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

  50. Published

    Federated Querying of Scholarly Communication Infrastructures

    Haris, M., Auer, S. & Stocker, M., 8 Oct 2024, Scientific Knowledge: Representation, Discovery, and Assessment 2024. 11 p. (CEUR Workshop Proceedings; vol. 3780).

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

  51. Published

    Coming Home in the Age of Industry 4.0? The Effects of Offshoring and Backshoring on Manufacturing Companies’ Success

    Werbik, A., Nussbaum, J. & Winter, J., 1 Oct 2024, In: Sci. 6, 4, 14 p., 58.

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

  52. Published

    A Trustworthy Approach to Classify and Analyze Epidemic-Related Information From Microblogs

    Nguyen, T. H., Fisichella, M. & Rudra, K., Oct 2024, In: IEEE Transactions on Computational Social Systems. 11, 5, p. 6229-6241 13 p.

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

  53. Published

    IndMask: Inductive Explanation for Multivariate Time Series Black-Box Models

    Nasr, S. & Sikdar, S., Oct 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. 1108-1115 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

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

  54. Published

    Self-supervised domain adaptation for machinery remaining useful life prediction

    Le Xuan, Q., Munderloh, M. & Ostermann, J., Oct 2024, In: Reliability Engineering and System Safety. 250, 16 p., 110296.

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

  55. Published

    A Reputation System for Scientific Contributions Based on a Token Economy

    Bless, C., Denzler, A., Karras, O. & Auer, S., 26 Sept 2024, Linking Theory and Practice of Digital Libraries : 28th International Conference on Theory and Practice of Digital Libraries, TPDL 2024, Proceedings. Antonacopoulos, A., Hinze, A., Vanderschantz, N., Piwowarski, B., Coustaty, M., Di Nunzio, G. M. & Gelati, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 41-61 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15177 LNCS).

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

  56. Published

    SWARM-SLR: Streamlined Workflow Automation for Machine-Actionable Systematic Literature Reviews

    Wittenborg, T., Karras, O. & Auer, S., 26 Sept 2024, Linking Theory and Practice of Digital Libraries : 28th International Conference on Theory and Practice of Digital Libraries, TPDL 2024, Proceedings. Antonacopoulos, A., Hinze, A., Vanderschantz, N., Piwowarski, B., Coustaty, M., Di Nunzio, G. M. & Gelati, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 20-40 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15177 LNCS).

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

  57. Published

    An Updated Analysis of Learning Resource Metadata Usage on the Web

    Sebastian, R. & Hoppe, A., 25 Sept 2024, Linking Theory and Practice of Digital Libraries : 28th International Conference on Theory and Practice of Digital Libraries, TPDL 2024, Proceedings. Antonacopoulos, A., Hinze, A., Vanderschantz, N., Piwowarski, B., Coustaty, M., Di Nunzio, G. M. & Gelati, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 85-94 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15178 LNCS).

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

  58. Published

    Effective Context Selection in LLM-Based Leaderboard Generation: An Empirical Study

    Kabongo, S., D’Souza, J. & Auer, S., 20 Sept 2024, Natural Language Processing and Information Systems : 29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, Proceedings. Rapp, A., Di Caro, L., Meziane, F. & Sugumaran, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 150-160 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14763 LNCS).

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

  59. Published

    Question Generation Capabilities of “Small" Large Language Models

    Berger, J., Koß, J., Stamatakis, M., Hoppe, A., Ewerth, R. & Wartena, C., 20 Sept 2024, Natural Language Processing and Information Systems : 29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, Proceedings. Rapp, A., Di Caro, L., Meziane, F. & Sugumaran, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 183-194 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14763 LNCS).

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

  60. Published

    Simple quantum algorithm to efficiently prepare sparse states

    Ramacciotti, D., Lefterovici, A. I. & Rotundo, A. F., 10 Sept 2024, In: Physical Review A. 110, 3, p. 032609 10 p., 032609.

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

  61. Published

    Comparing different search methods for the open access journal recommendation tool B!SON

    Entrup, E., Eppelin, A., Ewerth, R., Hartwig, J., Tullney, M., Wohlgemuth, M. & Hoppe, A., Sept 2024, In: International Journal on Digital Libraries. 25, 3, p. 505-516 12 p.

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

  62. Published

    Enhancing virtual machine placement efficiency in cloud data centers: a hybrid approach using multi-objective reinforcement learning and clustering strategies

    Ghasemi, A., Toroghi Haghighat, A. & Keshavarzi, A., Sept 2024, In: Computing. 106, 9, p. 2897-2922 26 p.

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

  63. Published

    LaMMOn: language model combined graph neural network for multi-target multi-camera tracking in online scenarios

    Nguyen, T. T., Nguyen, H. H., Sartipi, M. & Fisichella, M., Sept 2024, In: Machine learning. 113, 9, p. 6811–6837 27 p.

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

  64. 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

  65. Published

    Tensions in digital welfare states: Three perspectives on care and control

    Zakharova, I., Jarke, J. & Kaun, A., Sept 2024, In: Journal of sociology. 60, 3, p. 540-559 20 p.

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

  66. Published

    Generation and Evaluation of Synthetic Text Data for the Students’ Conceptions Identification Task

    Stanja, J., Hoppe, A., Dannemann, S. & Krugel, J., 23 Aug 2024, Instructional Design and Technology Enhanced Learning: Current States and Future Perspectives: Book of Abstracts. p. 57 1 p.

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

  67. Published

    Completing Predicates Based on Alignment Rules from Knowledge Graphs

    Niazmand, E. & Vidal, M. E., 18 Aug 2024, Database and Expert Systems Applications : 35th International Conference, DEXA 2024, Proceedings. Strauss, C., Amagasa, T., Manco, G., Kotsis, G., Khalil, I. & Tjoa, A. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 59-74 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14910 LNCS).

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

  68. Published

    Discovering Relationships Among Properties in Wikidata Knowledge Graph

    Niazmand, E. & Vidal, M. E., 18 Aug 2024, Big Data Analytics and Knowledge Discovery : 26th International Conference, DaWaK 2024, Proceedings. Wrembel, R., Chiusano, S., Kotsis, G., Khalil, I. & Tjoa, A. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 388-394 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14912 LNCS).

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

  69. Published

    A Mixed-Methods Study on User Experiences and Challenges of Recovery Codes for an End-to-End Encrypted Service

    Höltervennhoff, S., Wöhler, N., Möhle, A., Oltrogge, M., Acar, Y., Wiese, O. & Fahl, S., 14 Aug 2024, Proceedings of the 33rd USENIX Security Symposium. p. 7267-7284 18 p.

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

  70. Published

    AMLTK: A Modular AutoML Toolkit in Python

    Bergman, E., Feurer, M., Bahram, A., Rezaei, A., Purucker, L., Segel, S., Lindauer, M. & Eggensperger, K., 14 Aug 2024, In: The Journal of Open Source Software. 9, 100, 4 p., 6367.

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

  71. Published

    MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization

    Balde, G., Roy, S., Mondal, M. & Ganguly, N., 3 Aug 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). p. 6180-6188 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

  72. Published

    MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs

    Younis, R., Hakmeh, A. & Ahmadi, Z., Aug 2024, In: Pattern recognition. 152, 110486.

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

  73. Published

    Tensorized Pauli decomposition algorithm

    Hantzko, L., Binkowski, L. & Gupta, S., 26 Jul 2024, In: Physica scripta. 99, 8, 085128.

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

  74. Published

    Interpretable classification and summarization of crisis events from microblogs

    Nguyen, T. H., 19 Jul 2024, Hannover. 124 p.

    Research output: Thesis › Doctoral thesis

  75. Published

    Employing Hybrid AI Systems to Trace and Document Bias in ML Pipelines

    Russo, M., Chudasama, Y., Purohit, D., Sawischa, S. & Vidal, M. E., 12 Jul 2024, In: IEEE ACCESS. 12, p. 96821-96847 27 p.

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

  76. 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

  77. Published

    Does a language model “understand” high school math? A survey of deep learning based word problem solvers

    Sundaram, S. S., Gurajada, S., Padmanabhan, D., Abraham, S. S. & Fisichella, M., 11 Jul 2024, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 14, 4, 27 p., e1534.

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

  78. Published

    QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims

    Venktesh, V., Anand, A., Anand, A. & Setty, V., 11 Jul 2024, Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 650-660 11 p.

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

  79. Published

    The Surprising Effectiveness of Rankers trained on Expanded Queries

    Anand, A., Venktesh, V., Setty, V. & Anand, A., 11 Jul 2024, Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 2652-2656 5 p.

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

  80. Published

    Monitoring and Decision Support in Treatment Modalities for Lung Cancer

    Gonzalez, A. R., Menasalvas, E., Aisopos, F., Vogiatzis, D., Krithara, A., Paliouras, G., Jozashoori, S., Rivas, A., Sakor, A., Vidal, M. E., Torrente, M., Pulla, M. P., Trinatafyllou, A. & Dalianis, A., 8 Jul 2024, Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment. Now Publishers Inc, p. 197-207 11 p.

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

  81. Published

    Results for Knowledge Graph Creation Challenge 2024: SDM-RDFizer

    Iglesias, E. & Vidal, M. E., 3 Jul 2024, Knowledge Graph Construction 2024: Proceedings of the 5th International Workshop on Knowledge Graph Construction. 5 p. (CEUR Workshop Proceedings; vol. 3718).

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

  82. Published

    Data Augmentation for Supervised Code Translation Learning

    Chen, B., Golebiowski, J. & Abedjan, Z., 2 Jul 2024, 2024 IEEE/ACM 21st International Conference on Mining Software Repositories: MSR 2024. p. 444-456 13 p.

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

  83. 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. 11

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

  84. 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

  85. 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

  86. Published

    Holistic scene understanding through image and video scene graphs

    Cong, Y., 21 Jun 2024, Hannover. 135 p.

    Research output: Thesis › Doctoral thesis

  87. 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

  88. 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

  89. 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

  90. 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

  91. 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

  92. 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

  93. 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

  94. 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

  95. 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

  96. 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

  97. 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

  98. 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

  99. 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

  100. 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

  101. 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

  102. 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

  103. 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

  104. 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

  105. 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

  106. 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

  107. 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

  108. 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

  109. 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

  110. 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

  111. 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

  112. 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

  113. 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

  114. 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

  115. 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

  116. 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

  117. 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

  118. 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

  119. 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

  120. 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

  121. 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

  122. 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

  123. Published

    PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample Consensus

    Kluger, F. & Rosenhahn, B., 24 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 3 ed. p. 2804-2812 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 3).

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

  124. Published

    Q-SENN: Quantized Self-Explaining Neural Networks

    Norrenbrock, T., Rudolph, M. & Rosenhahn, B., 24 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 19, p. 21482-21491 10 p.

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

  125. Published

    On the Influence of Reading Sequences on Knowledge Gain During Web Search

    Gritz, W., Hoppe, A. & Ewerth, R., 23 Mar 2024, Advances in Information Retrieval: 46th European Conference on Information Retrieval, ECIR 2024. Goharian, N., Tonellotto, N., He, Y., Lipani, A., McDonald, G., Macdonald, C. & Ounis, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 364-373 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14610 LNCS).

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

  126. Published

    CLEF 2024 SimpleText Track

    Ermakova, L., SanJuan, E., Huet, S., Azarbonyad, H., Di Nunzio, G. M., Vezzani, F., D’Souza, J., Kabongo, S., Giglou, H. B., Zhang, Y., Auer, S. & Kamps, J., 20 Mar 2024, Advances in Information Retrieval: 46th European Conference on Information Retrieval, ECIR 2024. Goharian, N., Tonellotto, N., He, Y., Lipani, A., McDonald, G., Macdonald, C. & Ounis, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 28-35 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14613 LNCS).

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

  127. Published

    Event-Specific Document Ranking Through Multi-stage Query Expansion Using an Event Knowledge Graph

    Abdollahi, S., Kuculo, T. & Gottschalk, S., 16 Mar 2024, Advances in Information Retrieval: 46th European Conference on Information Retrieval, ECIR 2024. Goharian, N., Tonellotto, N., He, Y., Lipani, A., McDonald, G., Macdonald, C. & Ounis, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 333-348 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14609 LNCS).

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

  128. Published

    A Multidisciplinary Lens of Bias in Hate Speech

    Reyero Lobo, P., Kwarteng, J., Russo, M., Fahimi, M., Scott, K., Ferrara, A., Sen, I. & Fernandez, M., 15 Mar 2024, ASONAM '23: Proceedings of the 2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. Aditya Prakash, B., Wang, D. & Weninger, T. (eds.). p. 121-125 5 p.

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

  129. Published

    Tweeted Fact vs Fiction: Identifying Vaccine Misinformation and Analyzing Dissent

    Ghosh, S. & Mitra, P., 15 Mar 2024, ASONAM '23: Proceedings of the 2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. Aditya Prakash, B., Wang, D. & Weninger, T. (eds.). p. 136-143 8 p.

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

  130. 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

  131. Published

    Temporal Blind Spots in Large Language Models

    Wallat, J., Jatowt, A. & Anand, A., 4 Mar 2024, Proceedings of the 17th ACM International Conference on Web Search and Data Mining: WSDM ’24. p. 683-692 10 p.

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

  132. Published

    ORKG-Leaderboards: a systematic workflow for mining leaderboards as a knowledge graph

    Kabongo, S., D’Souza, J. & Auer, S., Mar 2024, In: International Journal on Digital Libraries. 25, 1, p. 41-54 14 p.

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

  133. Published

    An Intelligent and Efficient Workflow for Path-Oriented 3D Bioprinting of Tubular Scaffolds

    Baroth, T., Loewner, S., Heymann, H., Cholewa, F., Blume, H. & Blume, C., 15 Feb 2024, In: 3D Printing and Additive Manufacturing. 11, 1, p. 323-332 10 p.

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

  134. Published

    Hypoxia Attenuates Pressure Overload-Induced Heart Failure

    Froese, N., Szaroszyk, M., Galuppo, P., Visker, J. R., Werlein, C., Korf-Klingebiel, M., Berliner, D., Reboll, M. R., Hamouche, R., Gegel, S., Wang, Y., Hofmann, W., Tang, M., Geffers, R., Wende, A. R., Kühnel, M. P., Jonigk, D. D., Hansmann, G., Wollert, K. C., Abel, E. D., Drakos, S. G., Bauersachs, J. & Riehle, C., 6 Feb 2024, In: Journal of the American Heart Association. 13, 3, 16 p., e033553.

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

  135. Published

    Fair-CMNB: Advancing Fairness-Aware Stream Learning with Naïve Bayes and Multi-Objective Optimization

    Badar, M. & Fisichella, M., 31 Jan 2024, In: Big Data and Cognitive Computing. 8, 2, 20 p., 16.

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

  136. Published

    Data-driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management

    Koldewey, C., Ebel, M., Winter, J. & Dumitrescu, R., 3 Jan 2024, Proceedings of the 57th Hawaii International Conference on System Sciences. University of Hawaii Press, p. 994-996 3 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

  137. Published

    Using ChatGPT to Enhance Students’ Behavior in Social Media via the Moral Foundation Theory

    Schicchi, D., Upadhyaya, A., Fisichella, M. & Taibi, D., 2 Jan 2024, AIxEDU 2023: High-performance Artificial Intelligence Systems in Education. 8 p. (CEUR Workshop Proceedings; vol. 3605).

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

  138. Published

    Real-Time Multi-Vehicle Multi-Camera Tracking with Graph-Based Tracklet Features

    Nguyen, T. T., Nguyen, H. H., Sartipi, M. & Fisichella, M., Jan 2024, In: Transportation research record. 2678, 1, p. 296-308 13 p.

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

  139. Published

    Active learning for the prediction of shape errors in milling

    Denkena, B., Wichmanna, M., Rokickib, M. & Stürenburg, L., 2024, In: Procedia CIRP. 126, p. 324-329 6 p.

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

  140. E-pub ahead of print

    ARLBench: Flexible and Efficient Benchmarking for Hyperparameter Optimization in Reinforcement Learning

    Becktepe, J., Dierkes, J., Benjamins, C., Mohan, A., Salinas, D., Rajan, R., Hutter, F., Hoos, H., Lindauer, M. & Eimer, T., 2024, (E-pub ahead of print) 17th European Workshop on Reinforcement Learning (EWRL 2024).

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

  141. Published

    Bayesian Optimisation for Protein Sequence Design: Gaussian Processes with Zero-Shot Protein Language Model Prior Mean

    Benjamins, C., Surana, S., Bent, O., Lindauer, M. & Duckworth, P., 2024. 12 p.

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

  142. 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

  143. Published

    Care-ful data studies: or, what do we see, when we look at datafied societies through the lens of care?

    Zakharova, I. & Jarke, J., 2024, In: Information, Communication & Society. 27, 4, p. 651-664 14 p.

    Research output: Contribution to journal › Article › Research

  144. Published

    Deriving Entity-Specific Embeddings From Multi-Entity Sequences

    Heaton, C. & Mitra, P., 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. 4675-4684 10 p.

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

  145. Published

    Evaluating Entity Importance in a Cross-National Context using Crowdsourcing and Best-Worst Scaling

    Perevalov, A., Abdollahi, S., Gottschalk, S. & Both, A., 2024, In: Procedia Computer Science. 246, p. 1479-1487 9 p.

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

  146. Published

    Few-Shot Event Classification in Images using Knowledge Graphs for Prompting

    Tahmasebzadeh, G., Springstein, M., Ewerth, R. & Müller-Budack, E., 2024, IEEE Winter Conference on Applications of Computer Vision: WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 7271-7280 10 p.

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

  147. Published

    HiCMC: High-Efficiency Contact Matrix Compressor

    Adhisantoso, Y. G., Körner, T., Müntefering, F., Ostermann, J. & Voges, J., 2024, In: BMC BIOINFORMATICS. 25, 1, 15 p., 296.

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

  148. E-pub ahead of print

    Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization

    Benjamins, C., Cenikj, G., Nikolikj, A., Mohan, A., Eftimov, T. & Lindauer, M., 2024, (E-pub ahead of print) Genetic and Evolutionary Computation Conference (GECCO).

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

  149. Published

    Kompression der Erregungsmuster von Cochlea-Implantaten

    Hinrichs, R., 2024, 176 p.

    Research output: Thesis › Doctoral thesis

  150. Published

    Kompression der Erregungsmuster von Cochlea-Implantaten

    Hinrichs, R., 2024, Düsseldorf. 176 p. (Fortschrittberichte der VDI-Zeitschriften. Reihe 10, Angewandte Informatik; vol. 884)

    Research output: Book/Report › Monograph › Research › peer review

  151. Published

    Morphological Synthesizer for Ge’ez Language: Addressing Morphological Complexity and Resource Limitations

    Gebremariam, G., Teklehaymanot, H. & Mezgebe, G., 2024, Proceedings of the Fifth Workshop on Resources for African Indigenous Languages: @ LREC-COLING 2024. Mabuya, R., Matfunjwa, M., Setaka, M. & van Zaanen, M. (eds.). p. 94-106 13 p.

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

  152. Published

    Multi-Vehicle Multi-Camera Tracking with Graph-Based Tracklet Features

    Nguyen, T. T., Nguyen, H. H., Sartipi, M. & Fisichella, M., 2024, In: IEEE transactions on multimedia. 26, p. 972-983 12 p.

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

  153. 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

  154. Published

    Optimizing BioTac Simulation for Realistic Tactile Perception

    Zai El Amri, W. & Navarro-Guerrero, N., 2024, 2024 International Joint Conference on Neural Networks: IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8 p.

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

  155. Published

    ORKG ASK: a Neuro-symbolic Scholarly Search and Exploration System

    Oelen, A., Jaradeh, M. Y. & Auer, S., 2024, Posters, Demos, Workshops, and Tutorials of the 20th International Conference on Semantic Systems (SEMANTiCS 2024). (CEUR Workshop Proceedings; vol. 3759).

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

  156. Published

    PEaCE: A Chemistry-Oriented Dataset for Optical Character Recognition on Scientific Documents

    Zhang, N., Heaton, C., Okonsky, S. T., Mitra, P. & Toraman, H. E., 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. 12679-12689 11 p.

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

  157. Published

    Semantic Methods for Events and Stories (SEMMES) 2024

    Lisena, P., Gottschalk, S. & Blin, I., 2024, ESWC 2024 Workshops and Tutorials Joint Proceedings. (CEUR Workshop Proceedings; vol. 3749).

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

  158. Published

    Target Classification through ISAR for Autonomous Vehicles based on Federated Learning

    Violi, V., Usai, P., Brizi, D., Singh, G., Fisichella, M., Isernia, T. & Monorchio, A., 2024, 18th European Conference on Antennas and Propagation: EuCAP 2024. Institute of Electrical and Electronics Engineers Inc., 5 p.

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

  159. 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

  160. 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

  161. Published

    Using Unlabeled Data in Self-Supervised Training Improves Automatic Vertebral Body Fracture Assessment

    Laue, J. L., Adolph, C., Yilmaz, E. B. & Meyer, C., 2024, IEEE International Symposium on Biomedical Imaging: ISBI 2024 - Conference Proceedings. IEEE Computer Society, 5 p. (Proceedings - International Symposium on Biomedical Imaging).

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

  162. Published

    Visual Narratives: Large-scale Hierarchical Classification of Art-historical Images

    Springstein, M., Schneider, S., Rahnama, J., Stalter, J., Kristen, M., Muller-Budack, E. & Ewerth, R., 2024, 2024 IEEE Winter Conference on Applications of Computer Vision: WACV . Institute of Electrical and Electronics Engineers Inc., p. 7195-7205 11 p.

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

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