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5937 Publications
2024 | Preprint | LibreCat-ID: 53858 | 
Akhter, Junaid, Paul David Fährmann, Konstantin Sonntag, and Sebastian Peitz. “Common Pitfalls to Avoid While Using Multiobjective Optimization in Machine Learning.” ArXiv, 2024.
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2024 | Journal Article | LibreCat-ID: 52587
Bodden, Eric, Jens Pottebaum, Markus Fockel, and Iris Gräßler. “Evaluating Security Through Isolation and Defense in Depth.” IEEE Security & Privacy 22, no. 1 (2024): 69–72. https://doi.org/10.1109/msec.2023.3336028.
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2024 | Conference Paper | LibreCat-ID: 53938
Karakaya, Kadiray, and Eric Bodden. “Symbol-Specific Sparsification of Interprocedural Distributive Environment Problems.” In Proceedings of the IEEE/ACM 46th International Conference on Software Engineering. ACM, 2024. https://doi.org/10.1145/3597503.3639092.
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2024 | Conference Paper | LibreCat-ID: 53958
Johnson, Oshando, Goran Piskachev, Ranjith Krishnamurthy, and Eric Bodden. “Detecting Security-Relevant Methods Using Multi-Label Machine Learning.” In Proceedings of the 46th International Conference on Software Engineering, IDE Workshop, 2024. https://doi.org/10.48550/ARXIV.2403.07501.
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2024 | Mastersthesis | LibreCat-ID: 54245
Henke, Luca-Sebastian. Exploring Custom FPGA Accelerators for DNN-Based RF Fingerprinting, 2024.
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2024 | Journal Article | LibreCat-ID: 54277
Herder, Eelco, Laura Stojko, Jannis Strecker, Thomas Neumayr, Enes Yigitbas, and Mirjam Augstein. “Towards New Realities: Implications of Personalized Online Layers in Our Daily Lives.” I-Com - Journal of Interactive Media, Special Issue on “The Future of Human-Computer Interaction” (to Appear), 2024.
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2024 | Book (Editor) | LibreCat-ID: 54283
Beverungen, Daniel, Roman Dumitrescu, Arno Kühn, and Christoph Plass, eds. Digitale Plattformen Im Industriellen Mittelstand. Berlin, Heidelberg: Springer Berlin Heidelberg, 2024. https://doi.org/10.1007/978-3-662-68116-9.
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2024 | Conference Paper | LibreCat-ID: 54437
Heitmann, Nico, Hendrik Siewert, Sven Moog, and Juraj Somorovsky. “Security Analysis of BigBlueButton and EduMEET.” In Applied Cryptography and Network Security. Cham: Springer Nature Switzerland, 2024. https://doi.org/10.1007/978-3-031-54776-8_8.
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2024 | Conference Paper | LibreCat-ID: 54449 |
KOUAGOU, N’Dah Jean, Caglar Demir, Hamada Mohamed Abdelsamee Zahera, Adrian Wilke, Stefan Heindorf, Jiayi Li, and Axel-Cyrille Ngonga Ngomo. “Universal Knowledge Graph Embeddings.” In Companion Proceedings of the ACM on Web Conference 2024. ACM, 2024. https://doi.org/10.1145/3589335.3651978.
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2024 | Conference Paper | LibreCat-ID: 54468
Awais, Muhammad, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “DeepApprox: Rapid Deep Learning Based Design Space Exploration of Approximate Circuits via Check-Pointing.” In To Apear in IEEE ISVLSI 2024, 2024.
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2024 | Journal Article | LibreCat-ID: 54548
Prager, Raphael Patrick, and Heike Trautmann. “Exploratory Landscape Analysis for Mixed-Variable Problems.” IEEE Transactions on Evolutionary Computation, 2024, 1–1. https://doi.org/10.1109/TEVC.2024.3399560.
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2024 | Conference Paper | LibreCat-ID: 54559
Tissen, Denis, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Exploring Data-Driven Model-Based Systems Engineering: A Systematic Literature Review.” In 2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD). IEEE, 2024. https://doi.org/10.1109/ictmod59086.2023.10438129.
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2024 | Book Chapter | LibreCat-ID: 54412
Firmansyah, Asep Fajar, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo. “ESLM: Improving Entity Summarization by Leveraging Language Models.” In The Semantic Web. Cham: Springer Nature Switzerland, 2024. https://doi.org/10.1007/978-3-031-60626-7_9.
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2024 | Book Chapter | LibreCat-ID: 54580
Mahmood, Yasir, Jonni Virtema, Timon Barlag, and Axel-Cyrille Ngonga Ngomo. “Computing Repairs Under Functional and Inclusion Dependencies via Argumentation.” In Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2024. https://doi.org/10.1007/978-3-031-56940-1_2.
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2024 | Conference Paper | LibreCat-ID: 54642
Dietrich, K., R. Prager, C. Doerr, and Heike Trautmann. “Hybridizing Target- and SHAP-Encoded Features for Algorithm Selection in Mixed-Variable Black-Box Optimization.” In Parallel Problem Solving from Nature — PPSN XVIII, edited by M Affenzeller, S Winkler, A Kononova, H Trautmann, T Tušar, P Machado, and T Baeck, 1–14. Cham: Springer International Publishing, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 54643
Seiler, Moritz, Urban Skvorc, G Cenikj, C Doerr, and Heike Trautmann. “Learned Features vs. Classical ELA on Affine BBOB Functions.” In Parallel Problem Solving from Nature — PPSN XVIII, edited by M Affenzeller, S Winkler, A Kononova, H Trautmann, T Tušar, P Machado, and T Baeck, 1–14. Cham: Springer International Publishing, 2024.
LibreCat
2024 | Book Chapter | LibreCat-ID: 52759
Preuß, Oliver Ludger, Jeroen Rook, and Heike 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. https://doi.org/10.1007/978-3-031-56852-7_20.
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2024 | Conference Paper | LibreCat-ID: 52749
Seiler, Moritz, Jeroen Rook, Jonathan Heins, Oliver Ludger Preuß, Jakob Bossek, and Heike Trautmann. “Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP.” In 2023 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 2024. https://doi.org/10.1109/ssci52147.2023.10372008.
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2024 | Conference Paper | LibreCat-ID: 54742
Wiecher, Carsten, Constantin Mandel, Matthias Günther, Jannik Fischbach, Joel Greenyer, Matthias Greinert, Carsten Wolff, Roman Dumitrescu, Daniel Mendez, and Albert Albers. “Model‐based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems.” In Systems Engineering. Wiley, 2024. https://doi.org/10.1002/sys.21748.
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2024 | Journal Article | LibreCat-ID: 54741
Enzberg, Sebastian von, Julian Weller, Pascal Pöhler, Arno Kühn, Michael Römer, and Roman Dumitrescu. “Künstliche Intelligenz in Der Produktionsplanung Und -Steuerung.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 119, no. 5 (2024): 349–55. https://doi.org/10.1515/zwf-2024-1065.
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