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- 2024
- 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
- 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
- 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
- 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
- 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
- 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
- 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 journal › Article › Research › peer review
- 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
- 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
- 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
- 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
- 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
- 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
- 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 journal › Article › Research › peer review
- 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 journal › Article › Research › peer review
- 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 journal › Article › Research › peer review
- 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 proceeding › Conference contribution › Research
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review
- 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 proceeding › Conference contribution › Research › peer review