1. 2024
  2. 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 proceedingConference contributionResearchpeer review

  3. 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 journalArticleResearchpeer review

  4. 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 journalArticleResearchpeer review

  5. 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 journalArticleResearchpeer review

  6. 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 journalArticleResearchpeer review

  7. 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 proceedingConference contributionResearchpeer review

  8. E-pub ahead of print

    Phase-field modeling of fracture in viscoelastic–viscoplastic thermoset nanocomposites under cyclic and monolithic loading

    Arash, B., Zakavati, S., Bahtiri, B., Jux, M. & Rolfes, R., 8 Aug 2024, (E-pub ahead of print) In: Engineering with computers.

    Research output: Contribution to journalArticleResearchpeer review

  9. 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 proceedingConference contributionResearchpeer review

  10. 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 proceedingConference contributionResearchpeer review

  11. 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 proceedingConference contributionResearchpeer review

  12. 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 proceedingConference contributionResearchpeer review

  13. 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 proceedingConference contributionResearchpeer review

  14. 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 proceedingConference contributionResearchpeer review

  15. Published

    Human factors in model-driven engineering: future research goals and initiatives for MDE

    Liebel, G., Klünder, J., Hebig, R., Lazik, C., Nunes, I., Graßl, I., Steghöfer, J. P., Exelmans, J., Oertel, J., Marquardt, K., Juhnke, K., Schneider, K., Gren, L., Happe, L., Herrmann, M., Wyrich, M., Tichy, M., Goulão, M., Wohlrab, R., Kalantari, R., Heinrich, R., Greiner, S., Rukmono, S. A., Chakraborty, S., Abrahão, S. & Amaral, V., Aug 2024, In: Software and systems modeling. 23, 4, p. 801-819 19 p.

    Research output: Contribution to journalArticleResearchpeer review

  16. 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 journalArticleResearchpeer review

  17. Published

    Real-time temperature control in rubber extrusion lines: a neural network approach

    Lukas, M., Leineweber, S., Reitz, B. & Overmeyer, L., Aug 2024, In: International Journal of Advanced Manufacturing Technology. 133, 11-12, p. 5233-5241 9 p.

    Research output: Contribution to journalArticleResearchpeer review

  18. Published

    An efficient data-based off-policy Q-learning algorithm for optimal output feedback control of linear systems

    Alsalti, M. S. A., Lopez Mejia, V. G. & Müller, M., 14 Jul 2024, Proceedings of the 6th Annual Learning for Dynamics & Control Conference. p. 312-323 12 p. (Proceedings of Machine Learning Research; vol. 242).

    Research output: Chapter in book/report/conference proceedingConference contributionResearch

  19. 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 proceedingConference contributionResearchpeer review

  20. 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 proceedingConference contributionResearchpeer review

  21. 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 proceedingConference contributionResearchpeer review

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