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2152 Publications


2022 | Preprint | LibreCat-ID: 30791
Redder A, Ramaswamy A, Karl H. Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms. arXiv:220100570. Published online 2022.
LibreCat | arXiv
 

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

2022 | Conference Paper | LibreCat-ID: 31806
Dreßler K, Sherif M, Ngonga Ngomo A-C. ADAGIO - Automated Data Augmentation of Knowledge Graphs Using Multi-expression Learning. In: Proceedings of the 33rd ACM Conference on Hypertext and Hypermedia. ; 2022. doi:10.1145/3511095.3531287
LibreCat | DOI
 

2022 | Conference Paper | LibreCat-ID: 33253
Hansmeier T, Brede M, Platzner M. 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. Association for Computing Machinery (ACM); 2022:2071-2079. doi:10.1145/3520304.3533977
LibreCat | DOI
 

2022 | Conference Paper | LibreCat-ID: 34140
Maalouly J, Hemker D, Hedayat C, et al. AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic System Development. In: 2022 Kleinheubach Conference. IEEE; 2022.
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2022 | Conference Paper | LibreCat-ID: 34152
Otroshi M, Meschut G. Methodenentwicklung zur Verbesserung der Schädigungsmodellierung in der numerischen 3D-Belastungssimulation mechanischer Fügeverfahren unter Berücksichtigung der fügeinduzierten Vorbeanspruchung. In: Europäische Forschungsgesellschaft für Blechverarbeitung e.V. ; 2022.
LibreCat
 

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

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

2022 | Conference Paper | LibreCat-ID: 34542
Campagner A, Lienen J, Hüllermeier E, Ciucci D. Scikit-Weak: A Python Library for Weakly Supervised Machine Learning. In: Lecture Notes in Computer Science. Vol 13633. Springer; 2022:57-70.
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2022 | Conference Paper | LibreCat-ID: 29220 | OA
Werner S, Schneider SB, Karl H. Use What You Know: Network and Service Coordination Beyond Certainty. In: IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE; 2022.
LibreCat | Files available
 

2022 | Conference Paper | LibreCat-ID: 29342
Sander S, Teutenberg D, Meschut G, et al. 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. Towards a model- and data-focused taxonomy of XAI systems. In: Wirtschaftsinformatik 2022 Proceedings. ; 2022.
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2022 | Book Chapter | LibreCat-ID: 29104
Harteis C, Goller M, Gerholz K-H. Digitalization of work: Challenges for workplace learning. In: Malloch M, Cairns L, Evans K, O’Connor BN, eds. The SAGE Handbook of Learning and Work. SAGE Publications; 2022:329-342.
LibreCat | Files available
 

2022 | Preprint | LibreCat-ID: 31545 | OA
Demir C, Lienen J, Ngonga Ngomo A-C. Kronecker Decomposition for Knowledge Graph Embeddings. arXiv:220506560. Published online 2022.
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2022 | Preprint | LibreCat-ID: 31546 | OA
Lienen J, Demir C, Hüllermeier E. Conformal Credal Self-Supervised Learning. arXiv:220515239. Published online 2022.
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2022 | Journal Article | LibreCat-ID: 33009
Kroke A, Schmidt A, Amini AM, 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. 2022;61(4):2091-2101. doi:10.1007/s00394-021-02789-5
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2022 | Preprint | LibreCat-ID: 30867
Tornede A, Bengs V, Hüllermeier E. Machine Learning for Online Algorithm Selection under Censored Feedback. Proceedings of the 36th AAAI Conference on Artificial Intelligence. Published online 2022.
LibreCat | arXiv
 

2022 | Preprint | LibreCat-ID: 30865
Tornede A, Gehring L, Tornede T, Wever MD, Hüllermeier E. Algorithm Selection on a Meta Level. Machine Learning. Published online 2022.
LibreCat | arXiv
 

2022 | Journal Article | LibreCat-ID: 33090
Gevers K, Tornede A, Wever MD, Schöppner V, Hüllermeier E. A comparison of heuristic, statistical, and machine learning methods for heated tool butt welding of two different materials. Welding in the World. Published online 2022. doi:10.1007/s40194-022-01339-9
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2022 | Conference Paper | LibreCat-ID: 33240
Götte T, Scheideler C. Brief Announcement: The (Limited) Power of Multiple Identities: Asynchronous Byzantine Reliable Broadcast with Improved Resilience through Collusion. In: Agrawal K, Lee I-TA, eds. SPAA ’22: 34th ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia, PA, USA, July 11 - 14, 2022. ACM; 2022:99–101. doi:10.1145/3490148.3538556
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