Publications
2025
- 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
- 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. 1-25Research output: Contribution to journal › Article › Research › peer review
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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