1. 2025
  2. Published

    Multi-objective Optimization of Sampling Locations for Source Detection of Antibiotic-resistant Genes in Hydrosystems

    Yao, Y., Nogueira, R., Klawonn, F. & Wallner, M., 4 Nov 2025, In: Knowledge-based systems. 329, 114424.

    Research output: Contribution to journalArticleResearchpeer review

  3. Published

    Geometry-driven development of semi-compliant kinetic asymptotic structures

    Wan, Z., Crolla, K. & Schling, E., Nov 2025, In: Advanced engineering informatics. 68, 19 p., 103762.

    Research output: Contribution to journalArticleResearchpeer review

  4. Published

    Information Leakage Detection through Approximate Bayes-optimal Prediction

    Gupta, P., Wever, M. D. & Hüllermeier, E., Nov 2025, In: Information Sciences. 719, 122419.

    Research output: Contribution to journalArticleResearchpeer review

  5. Published

    Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks

    Guo, Y., Fu, Z., Min, J., Lin, S., Liu, X., Rashed, Y. F. & Zhuang, X., Nov 2025, In: NEURAL NETWORKS. 191, 107825.

    Research output: Contribution to journalArticleResearchpeer review

  6. Published

    Large Language Models Generalize SRL Prediction to New Languages Within But Not Between Domains

    Borchers, C., Zhang, J., Fleischer, H., Schanze, S., Aleven, V. & Baker, R. S., 7 Sept 2025, In: Journal of Educational Data Mining. 17, 2, p. 24-54 31 p.

    Research output: Contribution to journalArticleResearchpeer review

  7. Published

    VANILLA: Validated knowledge graph completion—A Normalization-based framework for Integrity, Link prediction, and Logical Accuracy

    Purohit, D., Chudasama, Y. & Vidal, M. E., 5 Sept 2025, In: Knowledge-based systems. 325, 113939.

    Research output: Contribution to journalArticleResearchpeer review

  8. Published

    Predicting future polarization curves from operating data: Machine learning-based investigation of degradation modeling concepts for PEM water electrolysis

    Woelke, J., Rex, A., Eckert, C., Bensmann, B. & Hanke-Rauschenbach, R., Sept 2025, In: Energy and AI. 21, 100547.

    Research output: Contribution to journalArticleResearchpeer review

  9. Published

    Generating Ensembles of Search Policies to Solve Baba is You Levels

    Ronge, R., Albrecht, E., Woiwode, D. & Dockhorn, A., 26 Aug 2025, Proceedings of the IEEE 2025 Conference on Games, CoG 2025. Lisbon, Portugal, 4 p. (IEEE Conference on Computatonal Intelligence and Games, CIG).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  10. Published

    How Do Players Perceive Gender Discrimination? On the Differences of Harassment in Online Games

    Fuchs, R., Droste, J. & Dockhorn, A., 26 Aug 2025, Proceedings of the IEEE 2025 Conference on Games, CoG 2025. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  11. Published

    Time-Critical and Confidence-Based Abstraction Dropping Methods

    Schmocker, R., Kampmann, L. & Dockhorn, A., 26 Aug 2025, Proceedings of the IEEE 2025 Conference on Games: CoG 2025. IEEE Computer Society, 8 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  12. Published

    Training a Reinforcement Learning Agent for Tales of Tribute

    Lashmet, S. & Dockhorn, A., 26 Aug 2025, Proceedings of the IEEE 2025 Conference on Games: CoG 2025. IEEE Computer Society, 4 p. (IEEE Conference on Computatonal Intelligence and Games, CIG).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  13. Published

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

    Valko, D. & Kudenko, D., Aug 2025, In: Neural Computing and Applications. 37, 23, p. 18811–18821 11 p.

    Research output: Contribution to journalArticleResearchpeer review

  14. Published

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

    Müller, H., Berg, L. & Kudenko, D., Aug 2025, In: Neural Computing and Applications. 37, 23, p. 18851–18866 16 p.

    Research output: Contribution to journalArticleResearchpeer review

  15. Published

    Correctness is not Faithfulness in Retrieval Augmented Generation Attributions

    Wallat, J., Heuss, M., Rijke, M. D. & Anand, A., 18 Jul 2025, ICTIR 2025 - Proceedings of the 2025 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval. p. 22-32 11 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  16. Published

    Attribute-Centric Compositional Text-to-Image Generation

    Cong, Y., Min, M. R., Li, L. E., Rosenhahn, B. & Yang, M. Y., Jul 2025, In: International Journal of Computer Vision. 133, 7, p. 4555-4570 16 p.

    Research output: Contribution to journalArticleResearchpeer review

  17. Published

    Fast Contact Detection via Fusion of Joint and Inertial Sensors for Parallel Robots in Human-Robot Collaboration

    Mohammad, A., Piosik, J., Lehmann, D., Seel, T. & Schappler, M., Jul 2025, In: IEEE Robotics and Automation Letters. 10, 7, p. 7547 - 7554 8 p.

    Research output: Contribution to journalArticleResearchpeer review

  18. Published

    Fedflow: a personalized federated learning framework for passenger flow prediction

    Rocco di Torrepadula, F., Fisichella, M., Di Martino, S. & Mazzocca, N., Jul 2025, In: Machine learning. 114, 7, 26 p., 166.

    Research output: Contribution to journalArticleResearchpeer review

  19. Published

    Graph learning-based generation of abstractions for reinforcement learning

    Xue, Y., Kudenko, D. & Khosla, M., Jul 2025, In: Neural Computing and Applications. 37, 19, p. 13187-13207 21 p.

    Research output: Contribution to journalArticleResearchpeer review

  20. Published

    Model-free reinforcement learning with noisy actions for automated experimental control in optics

    Richtmann, L., Schmiesing, V. S., Wilken, D., Heine, J., Tranter, A., Anand, A., Osborne, T. J. & Heurs, M., Jul 2025, In: Transactions on Machine Learning Research. 2025, 7, 32 p.

    Research output: Contribution to journalArticleResearchpeer review

  21. Published

    Edge Intelligence for Intelligent Transport Systems: Approaches, challenges, and future directions

    Ghasemi, A., Keshavarzi, A., M. Abdelmoniem, A., Nejati, O. R. & Derikvand, T., 25 Jun 2025, In: Expert systems with applications. 280, 29 p., 127273.

    Research output: Contribution to journalReview articleResearchpeer review

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