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2185 Publications


2022 | Preprint | LibreCat-ID: 30791
A. Redder, A. Ramaswamy, and H. Karl, “Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms,” arXiv:2201.00570. 2022.
LibreCat | arXiv
 

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

2022 | Conference Paper | LibreCat-ID: 31806
K. Dreßler, M. Sherif, and A.-C. Ngonga Ngomo, “ADAGIO - Automated Data Augmentation of Knowledge Graphs Using Multi-expression Learning,” presented at the HT ’22: 33rd ACM Conference on Hypertext and Social Media, Barcelona (Spain), 2022, doi: 10.1145/3511095.3531287.
LibreCat | DOI
 

2022 | Conference Paper | LibreCat-ID: 33253
T. Hansmeier, M. Brede, and M. Platzner, “XCS on Embedded Systems: An Analysis of Execution Profiles and Accelerated Classifier Deletion,” in GECCO ’22: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Boston, MA, USA, 2022, pp. 2071–2079, doi: 10.1145/3520304.3533977.
LibreCat | DOI
 

2022 | Conference Paper | LibreCat-ID: 34140
J. Maalouly et al., “AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development,” presented at the 2022 Kleinheubach Conference, Miltenberg, Germany, 2022.
LibreCat | Download (ext.)
 

2022 | Conference Paper | LibreCat-ID: 34152
M. Otroshi and G. Meschut, “Methodenentwicklung zur Verbesserung der Schädigungsmodellierung in der numerischen 3D-Belastungssimulation mechanischer Fügeverfahren unter Berücksichtigung der fügeinduzierten Vorbeanspruchung,” presented at the 12. Kolloquium Gemeinsame Forschung zur Mechanischen Fügetechnik, Rostock, 2022.
LibreCat
 

2022 | Journal Article | LibreCat-ID: 34196
S. Merkelbach, L. Afroze, N. Janssen, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Using vibration data to classify conditions in disk stack separators,” Vibroengineering PROCEDIA, vol. 46, pp. 21–26, 2022, doi: 10.21595/vp.2022.23000.
LibreCat | DOI
 

2022 | Journal Article | LibreCat-ID: 34417 | OA
C. Zirngibl, B. Schleich, and S. Wartzack, “Estimation of Clinch Joint Characteristics Based on Limited Input Data Using Pre-Trained Metamodels,” AI, vol. 3, no. 4, pp. 990–1006, 2022, doi: 10.3390/ai3040059.
LibreCat | DOI | Download (ext.)
 

2022 | Conference Paper | LibreCat-ID: 34542
A. Campagner, J. Lienen, E. Hüllermeier, and D. Ciucci, “Scikit-Weak: A Python Library for Weakly Supervised Machine Learning,” in Lecture Notes in Computer Science, Suzhou, China, 2022, vol. 13633, pp. 57–70.
LibreCat
 

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

2022 | Conference Paper | LibreCat-ID: 29342
S. Sander et al., “Methodenentwicklung zur rechnerischen Auslegung geklebter  Stahlverbindungen unter Alterungsbeanspruchung im Stahl- und  Anlagenbau ,” in 22. Kolloquium Gemeinsame Forschung in der Klebtechnik, Online Konferenz.
LibreCat
 

2022 | Conference Paper | LibreCat-ID: 29539 | OA
J.-P. Kucklick, “Towards a model- and data-focused taxonomy of XAI systems,” presented at the Wirtschaftsinformatik 2022 (WI22), Nürnberg (online), 2022.
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2022 | Book Chapter | LibreCat-ID: 29104
C. Harteis, M. Goller, and K.-H. Gerholz, “Digitalization of work: Challenges for workplace learning,” in The SAGE Handbook of Learning and Work, M. Malloch, L. Cairns, K. Evans, and B. N. O’Connor, Eds. London: SAGE Publications, 2022, pp. 329–342.
LibreCat | Files available
 

2022 | Preprint | LibreCat-ID: 31545 | OA
C. Demir, J. Lienen, and A.-C. Ngonga Ngomo, “Kronecker Decomposition for Knowledge Graph Embeddings,” arXiv:2205.06560. 2022.
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2022 | Preprint | LibreCat-ID: 31546 | OA
J. Lienen, C. Demir, and E. Hüllermeier, “Conformal Credal Self-Supervised Learning,” arXiv:2205.15239. 2022.
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2022 | Journal Article | LibreCat-ID: 33009
A. Kroke et al., “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, vol. 61, no. 4, pp. 2091–2101, 2022, doi: 10.1007/s00394-021-02789-5.
LibreCat | DOI
 

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

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

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

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

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