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  1. 2024

  2. Hyperparameter optimization of two-branch neural networks in multi-target prediction

    Iliadis, D., Wever, M., De baets, B. & Waegeman, W., Nov 2024, In: Applied soft computing. 165, p. 111957 111957.

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

  3. Published

    Worldafford: Affordance Grounding Based on Natural Language Instructions

    Chen, C., Cong, Y. & Kan, Z., 28 Oct 2024, 2024 IEEE 36th International Conference on Tools with Artificial Intelligence (ICTAI): Proceedings. p. 822-828 7 p. (Proceedings - Internatinal Conference on Tools with Artificial Intelligence, TAI).

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

  4. Published

    Segment Any Object Model (SAOM): Real-To-Simulation Fine-Tuning Strategy For Multi-Class Multi-Instance Segmentation

    Khan, M., Qiu, Y., Cong, Y., Rosenhahn, B., Abu-Khalaf, J. & Suter, D., 27 Oct 2024, 2024 IEEE International Conference on Image Processing (ICIP). p. 582-588 7 p. (Proceedings - International Conference on Image Processing, ICIP).

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

  5. Published

    Self-Elicitation of Requirements with Automated GUI Prototyping.

    Kolthoff, K., Bartelt, C., Ponzetto, S. P. & Schneider, K., 27 Oct 2024, Proceedings - 2024 39th ACM/IEEE International Conference on Automated Software Engineering, ASE 2024. p. 2354 - 2357 4 p.

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

  6. 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

  7. 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

  8. Published

    Element differential method for contact problems with non-conforming contact discretization

    Fan, W. L., Gao, X. W., Zheng, Y. T., Xu, B. B. & Peng, H. F., Oct 2024, In: Engineering with computers. 40, 5, p. 3195-3213 19 p.

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

  9. Published

    Information Encoding Modeling in Computer Science Education

    Buttke, H. & Krugel, J., 16 Sept 2024, WiPSCE '24: Proceedings of the 19th WiPSCE Conference on Primary and Secondary Computing Education Research. Michaeli, T., Sentance, S. & Bergner, N. (eds.). 2 p. 28

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

  10. Published

    Should I Bother? Fast Patch Filtering for Statically-Configured Software Variants

    Landsberg, T., Dietrich, C. & Lohmann, D., 2 Sept 2024, 28th ACM International Systems and Software Product Line Conference, Proceedings: SPLC 2024. Cordy, M., Struber, D., Struber, D., Pinto, M., Groher, I., Dhungana, D., Kruger, J., Alves Pereira, J., Acher, M., Thum, T., Thum, T., ter Beek, M. H., Galasso-Carbonnel, J., Arcaini, P., Mousavi, M. R., Ternava, X., Galindo, J. A., Yue, T., Fuentes, L. & Horcas, J. M. (eds.). p. 12-23 12 p. (ACM International Conference Proceeding Series).

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

  11. 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

  12. 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

  13. Published

    Robust Shape Fitting for 3D Scene Abstraction

    Kluger, F., Brachmann, E., Yang, M. Y. & Rosenhahn, B., Sept 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 9, p. 6306-6325 20 p.

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

  14. Published

    What you see is what you trace: a two-stage interview study on traceability practices and eye tracking potential

    Ahrens, M., Nagel, L. & Schneider, K., Sept 2024, In: Requirements engineering. 29, 3, p. 329-355 27 p.

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

  15. Published

    Strategy Game-Playing with Size-Constrained State Abstraction

    Xu, L., Perez-Liebana, D. & Dockhorn, A., 28 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).

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

  16. Published

    Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning

    Xu, L., Liu, Z., Dockhorn, A., Perez-Liebana, D., Wang, J., Song, L. & Bian, J., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).

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

  17. Published

    Markov Senior: Learning Markov Junior Grammars to Generate User-specified Content

    Oguz, M. K. & Dockhorn, A., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).

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

  18. Published

    Match Point AI: A Novel AI Framework for Evaluating Data-Driven Tennis Strategies

    Nübel, C., Dockhorn, A. & Mostaghim, S., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).

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

  19. Published

    Online Optimization of Curriculum Learning Schedules using Evolutionary Optimization

    Jiwatode, M., Schlecht, L. & Dockhorn, A., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).

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

  20. Published

    Personalized Dynamic Difficulty Adjustment Imitation Learning Meets Reinforcement Learning

    Fuchs, R., Gieseke, R. & Dockhorn, A., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).

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

  21. Published

    AbstractSwarm Multi-Agent Logistics Competition: Multi-Agent Collaboration for Improving A Priori Unknown Logistics Scenarios

    Apeldoorn, D., Dockhorn, A. & Panholzer, T., 1 Aug 2024, GECCO 2024 Companion - Proceedings of the 2024 Genetic and Evolutionary Computation Conference Companion. p. 1-2 2 p.

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

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