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L3S Research Centre

Organisational unit: Leibniz Research Centre

Type of address: Visitor addres
Appelstraße 9A
30167
Hannover
1 - 40 out of 1,324Page size: 40
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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

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