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5921 Publications
2024 | Conference Paper | LibreCat-ID: 54642
K. Dietrich, R. Prager, C. Doerr, and H. Trautmann, “Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization,” in Parallel Problem Solving from Nature — PPSN XVIII, 2024, pp. 1–14.
LibreCat
2024 | Conference Paper | LibreCat-ID: 54643
M. Seiler, U. Skvorc, G. Cenikj, C. Doerr, and H. Trautmann, “Learned Features vs. Classical ELA on Affine BBOB Functions,” in Parallel Problem Solving from Nature — PPSN XVIII, 2024, pp. 1–14.
LibreCat
2024 | Book Chapter | LibreCat-ID: 52759
O. L. Preuß, J. Rook, and H. Trautmann, “On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems,” in Applications of Evolutionary Computation, Cham: Springer Nature Switzerland, 2024.
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2024 | Conference Paper | LibreCat-ID: 52749
M. Seiler, J. Rook, J. Heins, O. L. Preuß, J. Bossek, and H. Trautmann, “Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP,” 2024, doi: 10.1109/ssci52147.2023.10372008.
LibreCat
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2024 | Conference Paper | LibreCat-ID: 54742
C. Wiecher et al., “Model‐based analysis and specification of functional requirements and tests for complex automotive systems,” presented at the Tag des Systems Engineering 2023, Würzburg, 2024, doi: 10.1002/sys.21748.
LibreCat
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2024 | Journal Article | LibreCat-ID: 54741
S. von Enzberg, J. Weller, P. Pöhler, A. Kühn, M. Römer, and R. Dumitrescu, “Künstliche Intelligenz in der Produktionsplanung und -steuerung,” Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 119, no. 5, pp. 349–355, 2024, doi: 10.1515/zwf-2024-1065.
LibreCat
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2024 | Conference Paper | LibreCat-ID: 54743
C. Koldewey, M. Ebel, J. Winter, and R. Dumitrescu, “Data-driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management,” presented at the Hawaii International Conference on System Sciences , Hawaii, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 54751
T. Heuwinkel, S. Merkelbach, N. Janssen, S. von Enzberg, and R. Dumitrescu, “Leveraging self-supervised learning for vibration data in industrial separators,” presented at the ML4CPS – Machine Learning for Cyber-Physical Systems, 2024, doi: 10.24405/15306.
LibreCat
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2024 | Conference Paper | LibreCat-ID: 54752
S. Merkelbach, A. Diedrich, S. Von Enzberg, O. Niggemann, and R. Dumitrescu, “Towards the generation of models for fault diagnosis of CPS using VQA models,” presented at the ML4CPS – Machine Learning for Cyber-Physical Systems, 2024, doi: 10.24405/15314.
LibreCat
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2024 | Conference Paper | LibreCat-ID: 54738
M. Schlegel et al., “Future-robust product portfolio development: insights into the advancement of product portfolios in companies – an interview study,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 745–754, doi: 10.1017/pds.2024.77.
LibreCat
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2024 | Conference Paper | LibreCat-ID: 54735
J.-P. Disselkamp et al., “Towards the digital factory twin – design guide for creating a 3D factory model,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 1979–1988, doi: 10.1017/pds.2024.200.
LibreCat
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2024 | Conference Paper | LibreCat-ID: 54734
B. Stöhr, C. Koldewey, and R. Dumitrescu, “Drivers and barriers for design and designers in interdisciplinary product development – a literature-based conceptual model,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 353–362, doi: 10.1017/pds.2024.38.
LibreCat
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2024 | Conference Paper | LibreCat-ID: 54736
M. Trienens, R. Rasor, A. Kharatyan, R. Dumitrescu, and H. Anacker, “Digital twins to increase sustainability throughout the system life cycle: a systematic literature review,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 2277–2286, doi: 10.1017/pds.2024.230.
LibreCat
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2024 | Conference Paper | LibreCat-ID: 54737
L. Humpert, D. Wilke, S. Brueggemann, H. Anacker, and R. Dumitrescu, “Utilization of the system architecture in the context of validation in the business-to-business (B2B) sector,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 2605–2614, doi: 10.1017/pds.2024.263.
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2024 | Conference Paper | LibreCat-ID: 54739
M. Günther, T. Seidenberg, H. Anacker, and R. Dumitrescu, “Principles for the design of system of systems exemplified using modularisation,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 2565–2574, doi: 10.1017/pds.2024.259.
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2024 | Conference Paper | LibreCat-ID: 54740
J.-P. Disselkamp, B. Schütte, and R. Dumitrescu, “Challenges of the integrative product and production system development,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 553–562, doi: 10.1017/pds.2024.58.
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2024 | Conference Paper | LibreCat-ID: 54733
F. Wyrwich, A. Kharatyan, and R. Dumitrescu, “Interdisciplinary system lifecycle management – a systematic literature review,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, 2024, vol. 4, pp. 2765–2774, doi: 10.1017/pds.2024.280.
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2024 | Journal Article | LibreCat-ID: 54753
R. Dumitrescu, T. Falkowski, A. Hovemann, and R. Rasor, “GenAI-Tools revolutionieren die Produktentwicklung,” KEM Konstruktion Automation, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 54796
S. Hüsing, S. Sparmann, C. Schulte, and M. Bolte, “Identifying K-12 Students’ Approaches to Using Worked Examples for Epistemic Programming,” 2024, doi: 10.1145/3649902.3655094.
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