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2156 Publications


2022 | Conference Paper | LibreCat-ID: 33004
H. Wachsmuth and M. Alshomary, “‘Mama Always Had a Way of Explaining Things So I Could Understand’: A Dialogue Corpus for Learning How to Explain,” in Proceedings of the 29th International Conference on Computational Linguistics, 2022, pp. 344–354.
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2022 | Conference Paper | LibreCat-ID: 34067
M. Sengupta, M. Alshomary, and H. Wachsmuth, “Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning,” 2022.
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2022 | Conference Paper | LibreCat-ID: 34051
M. Alshomary and M. Stahl, “Argument Novelty and Validity Assessment via Multitask and Transfer Learning,” in Proceedings of the 9th Workshop on Argument Mining, 2022, pp. 111–114.
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2022 | Conference Paper | LibreCat-ID: 34103
L. Fehring, J. M. Hanselle, and A. Tornede, “HARRIS: Hybrid Ranking and Regression Forests for Algorithm Selection,” presented at the Workshop on Meta-Learning (MetaLearn 2022) @ NeurIPS 2022, Baltimore, 2022.
LibreCat | arXiv
 

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.
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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.
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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.
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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
 

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