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2152 Publications


2022 | Preprint | LibreCat-ID: 30791
Redder, A., Ramaswamy, A., & Karl, H. (2022). Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms. In arXiv:2201.00570.
LibreCat | arXiv
 

2022 | Conference Paper | LibreCat-ID: 32590
Richter, C., & Wehrheim, H. (2022). Learning Realistic Mutations: Bug Creation for Neural Bug Detectors. 2022 IEEE Conference on Software Testing, Verification and Validation (ICST), 162–173. https://doi.org/10.1109/ICST53961.2022.00027
LibreCat | DOI
 

2022 | Conference Paper | LibreCat-ID: 31806
Dreßler, K., Sherif, M., & Ngonga Ngomo, A.-C. (2022). ADAGIO - Automated Data Augmentation of Knowledge Graphs Using Multi-expression Learning. Proceedings of the 33rd ACM Conference on Hypertext and Hypermedia. HT ’22: 33rd ACM Conference on Hypertext and Social Media, Barcelona (Spain). https://doi.org/10.1145/3511095.3531287
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2022 | Conference Paper | LibreCat-ID: 33253
Hansmeier, T., Brede, M., & Platzner, M. (2022). XCS on Embedded Systems: An Analysis of Execution Profiles and Accelerated Classifier Deletion. GECCO ’22: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2071–2079. https://doi.org/10.1145/3520304.3533977
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2022 | Conference Paper | LibreCat-ID: 34140
Maalouly, J., Hemker, D., Hedayat, C., Rückert, C., Kaufmann, I., Olbrich, M., Lange, S., & Mathis, H. (2022). AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development. 2022 Kleinheubach Conference. 2022 Kleinheubach Conference, Miltenberg, Germany.
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2022 | Conference Paper | LibreCat-ID: 34152
Otroshi, M., & Meschut, G. (2022). Methodenentwicklung zur Verbesserung der Schädigungsmodellierung in der numerischen 3D-Belastungssimulation mechanischer Fügeverfahren unter Berücksichtigung der fügeinduzierten Vorbeanspruchung. 12. Kolloquium Gemeinsame Forschung zur Mechanischen Fügetechnik, Rostock.
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2022 | Journal Article | LibreCat-ID: 34196
Merkelbach, S., Afroze, L., Janssen, N., von Enzberg, S., Kühn, A., & Dumitrescu, R. (2022). Using vibration data to classify conditions in disk stack separators. Vibroengineering PROCEDIA, 46, 21–26. https://doi.org/10.21595/vp.2022.23000
LibreCat | DOI
 

2022 | Journal Article | LibreCat-ID: 34417 | OA
Zirngibl, C., Schleich, B., & Wartzack, S. (2022). Estimation of Clinch Joint Characteristics Based on Limited Input Data Using Pre-Trained Metamodels. AI, 3(4), 990–1006. https://doi.org/10.3390/ai3040059
LibreCat | DOI | Download (ext.)
 

2022 | Conference Paper | LibreCat-ID: 34542
Campagner, A., Lienen, J., Hüllermeier, E., & Ciucci, D. (2022). Scikit-Weak: A Python Library for Weakly Supervised Machine Learning. Lecture Notes in Computer Science, 13633, 57–70.
LibreCat
 

2022 | Conference Paper | LibreCat-ID: 29220 | OA
Werner, S., Schneider, S. B., & Karl, H. (2022). Use What You Know: Network and Service Coordination Beyond Certainty. IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE/IFIP Network Operations and Management Symposium (NOMS), Budapest.
LibreCat | Files available
 

2022 | Conference Paper | LibreCat-ID: 29342
Sander, S., Teutenberg, D., Meschut, G., Kötz, F., Matzenmiller, A., Kasper, Y., & Ummenhofer, T. (n.d.). Methodenentwicklung zur rechnerischen Auslegung geklebter  Stahlverbindungen unter Alterungsbeanspruchung im Stahl- und  Anlagenbau . In DECHEMA, Gesellschaft für Chemische Technik und Biotechnologie e.V. (Ed.), 22. Kolloquium Gemeinsame Forschung in der Klebtechnik.
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2022 | Conference Paper | LibreCat-ID: 29539 | OA
Kucklick, J.-P. (2022). Towards a model- and data-focused taxonomy of XAI systems. Wirtschaftsinformatik 2022 Proceedings. Wirtschaftsinformatik 2022 (WI22), Nürnberg (online).
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2022 | Book Chapter | LibreCat-ID: 29104
Harteis, C., Goller, M., & Gerholz, K.-H. (2022). Digitalization of work: Challenges for workplace learning. In M. Malloch, L. Cairns, K. Evans, & B. N. O’Connor (Eds.), The SAGE Handbook of Learning and Work (pp. 329–342). SAGE Publications.
LibreCat | Files available
 

2022 | Preprint | LibreCat-ID: 31545 | OA
Demir, C., Lienen, J., & Ngonga Ngomo, A.-C. (2022). Kronecker Decomposition for Knowledge Graph Embeddings. In arXiv:2205.06560.
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2022 | Preprint | LibreCat-ID: 31546 | OA
Lienen, J., Demir, C., & Hüllermeier, E. (2022). Conformal Credal Self-Supervised Learning. In arXiv:2205.15239.
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2022 | Journal Article | LibreCat-ID: 33009
Kroke, A., Schmidt, A., Amini, A. M., Kalotai, N., Lehmann, A., Haardt, J., Bauer, J. M., Bischoff-Ferrari, H. A., Boeing, H., Egert, S., Ellinger, S., Kühn, T., Louis, S., Lorkowski, S., Nimptsch, K., Remer, T., Schulze, M. B., Siener, R., Stangl, G. I., … Schwingshackl, L. (2022). Dietary protein intake and health-related outcomes: a methodological protocol for the evidence evaluation and the outline of an evidence to decision framework underlying the evidence-based guideline of the German Nutrition Society. European Journal of Nutrition, 61(4), 2091–2101. https://doi.org/10.1007/s00394-021-02789-5
LibreCat | DOI
 

2022 | Preprint | LibreCat-ID: 30867
Tornede, A., Bengs, V., & Hüllermeier, E. (2022). Machine Learning for Online Algorithm Selection under Censored Feedback. In Proceedings of the 36th AAAI Conference on Artificial Intelligence. AAAI.
LibreCat | arXiv
 

2022 | Preprint | LibreCat-ID: 30865
Tornede, A., Gehring, L., Tornede, T., Wever, M. D., & Hüllermeier, E. (2022). Algorithm Selection on a Meta Level. In Machine Learning.
LibreCat | arXiv
 

2022 | Journal Article | LibreCat-ID: 33090
Gevers, K., Tornede, A., Wever, M. D., Schöppner, V., & Hüllermeier, E. (2022). A comparison of heuristic, statistical, and machine learning methods for heated tool butt welding of two different materials. Welding in the World. https://doi.org/10.1007/s40194-022-01339-9
LibreCat | DOI
 

2022 | Conference Paper | LibreCat-ID: 33240
Götte, T., & Scheideler, C. (2022). Brief Announcement: The (Limited) Power of Multiple Identities: Asynchronous Byzantine Reliable Broadcast with Improved Resilience through Collusion. In K. Agrawal & I.-T. A. Lee (Eds.), SPAA ’22: 34th ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia, PA, USA, July 11 - 14, 2022 (pp. 99–101). ACM. https://doi.org/10.1145/3490148.3538556
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