Utilizing Description Logics for Global Explanations of Heterogeneous  Graph Neural Networks
D. Köhler, S. Heindorf, ArXiv:2405.12654 (2024).
LibreCat: /record/54448
arXiv: 2405.12654

Causal Question Answering with Reinforcement Learning
L. Blübaum, S. Heindorf, in: The World Wide Web Conference (WWW), ACM, n.d., pp. 2204–2215.
LibreCat: /record/52231
DOI: 10.1145/3589334.3645610

Flexible operation and integration of high-temperature heat pumps using large temperature glides
L. Knorr, F. Schlosser, N. Horstmann, D. Divkovic, H. Meschede, Applied Energy 368 (2024).
LibreCat: /record/54459
DOI: 10.1016/j.apenergy.2024.123417

DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing
M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: To Apear in IEEE ISVLSI 2024, 2024.
LibreCat: /record/54468

Exploratory Landscape Analysis for Mixed-Variable Problems
R.P. Prager, H. Trautmann, IEEE Transactions on Evolutionary Computation (2024) 1–1.
LibreCat: /record/54548
DOI: 10.1109/TEVC.2024.3399560

Exploring data-driven model-based systems engineering: a systematic literature review
D. Tissen, I. Wiederkehr, C. Koldewey, R. Dumitrescu, in: 2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), IEEE, 2024.
LibreCat: /record/54559
DOI: 10.1109/ictmod59086.2023.10438129

ESLM: Improving Entity Summarization by Leveraging Language Models
A.F. Firmansyah, D. Moussallem, A.-C. Ngonga Ngomo, in: The Semantic Web, Springer Nature Switzerland, Cham, 2024.
LibreCat: /record/54412
DOI: 10.1007/978-3-031-60626-7_9

Computing Repairs Under Functional and Inclusion Dependencies via Argumentation
Y. Mahmood, J. Virtema, T. Barlag, A.-C. Ngonga Ngomo, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.
LibreCat: /record/54580
DOI: 10.1007/978-3-031-56940-1_2

Parameterized Complexity of Weighted Team Definability
J. Kontinen, Y. Mahmood, A. Meier, H. Vollmer, Mathematical Structures in Computer Science (2024) 1–15.
LibreCat: /record/54092
DOI: 10.1017/S0960129524000033

Digital Security -- A Question of Perspective. A Large-Scale Telephone Survey with Four At-Risk User Groups
F. Herbert, S. Becker, A. Buckmann, M. Kowalewski, J. Hielscher, Y. Acar, M. Dürmuth, M.A. Sasse, Y. Zou, IEEE Symposium on Security and Privacy. IEEE, New York, NY, USA (2024).
LibreCat: /record/47275
DOI: 10.48550/arXiv.2212.12964

Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization
K. Dietrich, R. Prager, C. Doerr, H. Trautmann, in: M. Affenzeller, S. Winkler, A. Kononova, H. Trautmann, T. Tusar, P. Machado, T. Baeck (Eds.), Parallel Problem Solving from Nature — PPSN XVIII, Springer International Publishing, Cham, 2024, pp. 1–14.
LibreCat: /record/54642

Learned Features vs. Classical ELA on Affine BBOB Functions
M. Seiler, U. Skvorc, G. Cenikj, C. Doerr, H. Trautmann, in: M. Affenzeller, S. Winkler, A. Kononova, H. Trautmann, T. Tusar, P. Machado, T. Baeck (Eds.), Parallel Problem Solving from Nature — PPSN XVIII, Springer International Publishing, Cham, 2024, pp. 1–14.
LibreCat: /record/54643

Estimation of losses caused by sidewall roughness in thin-film lithium niobate rib and strip waveguides
M. Hammer, S. Babel, H. Farheen, L. Padberg, J.C. Scheytt, C. Silberhorn, J. Förstner, Optics Express 32 (2024) 22878.
LibreCat: /record/54668
DOI: 10.1364/oe.521766

On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems
O.L. Preuß, J. Rook, H. Trautmann, in: Applications of Evolutionary Computation, Springer Nature Switzerland, Cham, 2024.
LibreCat: /record/52759
DOI: 10.1007/978-3-031-56852-7_20

Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP
M. Seiler, J. Rook, J. Heins, O.L. Preuß, J. Bossek, H. Trautmann, in: 2023 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, 2024.
LibreCat: /record/52749
DOI: 10.1109/ssci52147.2023.10372008

Insights and Challenges of Co-Simulation-Based Optimal Pulse Pattern Evaluation for Electric Drives
L. Hölsch, A. Brosch, R. Steckel, T. Braun, S. Wendel, J. Böcker, O. Wallscheid, IEEE Transactions on Energy Conversion (2024) 1–12.
LibreCat: /record/53309
DOI: 10.1109/tec.2024.3374962

Modelbased analysis and specification of functional requirements and tests for complex automotive systems
C. Wiecher, C. Mandel, M. Günther, J. Fischbach, J. Greenyer, M. Greinert, C. Wolff, R. Dumitrescu, D. Mendez, A. Albers, in: Systems Engineering, Wiley, 2024.
LibreCat: /record/54742
DOI: 10.1002/sys.21748

Künstliche Intelligenz in der Produktionsplanung und -steuerung
S. von Enzberg, J. Weller, P. Pöhler, A. Kühn, M. Römer, R. Dumitrescu, Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 119 (2024) 349–355.
LibreCat: /record/54741
DOI: 10.1515/zwf-2024-1065

Data-driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management
C. Koldewey, M. Ebel, J. Winter, R. Dumitrescu, in: Proceedings of the 57th Hawaii International Conference on System Sciences | 2024, 2024.
LibreCat: /record/54743

Leveraging self-supervised learning for vibration data in industrial separators
T. Heuwinkel, S. Merkelbach, N. Janssen, S. von Enzberg, R. Dumitrescu, in: LibreCat University, 2024.
LibreCat: /record/54751
DOI: 10.24405/15306