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22 Publications
2025 | Book Chapter | LibreCat-ID: 55598
C. Schulz, “Feeds. Ein zentrales Strukturprinzip sozialer Medien,” in Handbuch Social Media: Geschichte – Kultur – Ästhetik, 1st ed., R. Dörre and A. Tuschling, Eds. Stuttgart: Metzler Verlag.
LibreCat
2025 | Journal Article | LibreCat-ID: 54667
C. Schulz, “On ‘Super Likes’ and Algorithmic (In)Visibilities: Frictions Between Social and Economic Logics in the Context of Social Media Platforms,” Digital Culture & Society , vol. 2/2023, pp. 45–68, 2025, doi: https://doi.org/10.14361/dcs-2023-0204.
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| DOI
2024 | Journal Article | LibreCat-ID: 53073
M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles,” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, pp. 14388–14396, 2024, doi: 10.1609/aaai.v38i13.29352.
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| DOI
2024 | Book Chapter | LibreCat-ID: 51745
C. Schulz, “Vernakulärer Code oder die Geister, die der Algorithmus rief - digitale Schriftlichkeit im Kontext von sozialen Medienplattformen,” in Digitale Schriftlichkeit – Progammieren, Prozessieren und Codieren von Schrift, 1st ed., M. Bartelmus and A. Nebrig, Eds. Bielefeld: transcript , 2024.
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| DOI
2024 | Conference Paper | LibreCat-ID: 55311
P. Kolpaczki, M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification,” in Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, 2024, vol. 238, pp. 3520–3528.
LibreCat
2024 | Conference Paper | LibreCat-ID: 58223
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, and B. Hammer, “KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions,” in Proceedings of the 41st International Conference on Machine Learning, 2024, vol. 235, pp. 14308–14342.
LibreCat
2024 | Conference Paper | LibreCat-ID: 57250
C. Schütze, B. Richter, O. Lammert, K. Thommes, and B. Wrede, “Static Socio-demographic and Individual Factors for Generating Explanations in XAI: Can they serve as a prior in DSS for adaptation of explanation strategies?,” in HAI ’24: Proceedings of the 12th International Conference on Human-Agent Interaction, 2024, pp. 141–149, doi: 10.1145/3687272.3688300.
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| DOI
2024 | Book Chapter | LibreCat-ID: 51746
C. Schulz, “Vom foto-sozialen Graph zum Story-Format: Über die Institutionalisierung sozialmedialer Infrastruktur aus dem Geiste der Fotografie,” in Die Fotografie und ihre Institutionen. Von der Lehrsammlung zum Bundesinstitut , 1st ed., A. Schürmann and K. Yacavone, Eds. Berlin : Reimer Verlag.
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| DOI
2024 | Journal Article | LibreCat-ID: 58708
J. B. Fisher, K. J. Rohlfing, E. Donnellan, A. Grimminger, Y. Gu, and G. Vigliocco, “ Explain with, rather than explain to How explainees shape their own learning,” Interaction Studies, vol. 25, no. 2, pp. 244–255, 2024, doi: doi.org/10.1075/is.23019.fis.
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| DOI
| Download (ext.)
2023 | Journal Article | LibreCat-ID: 48603
W. Reijers, “Technology and Civic Virtue,” Philosophy & Technology, vol. 36, no. 4, Art. no. 71, 2023, doi: 10.1007/s13347-023-00669-w.
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2023 | Journal Article | LibreCat-ID: 49516
A. Groß, C. Schütze, M. Brandt, B. Wrede, and B. Richter, “RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research,” Frontiers in Robotics and AI, vol. 10, 2023, doi: 10.3389/frobt.2023.1245501.
LibreCat
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| DOI
2023 | Journal Article | LibreCat-ID: 51743
C. Schulz, “From mental models to algorithmic imaginaries to co-constructive mental models,” Navigationen – Zeitschrift für Medien- und Kulturwissenschaften , vol. 2, pp. 65–75, 2023, doi: http://dx.doi.org/10.25819/ubsi/10428.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 51744
C. Schulz and J. Schröter, “Tech/Imaginations – Introduction,” Navigationen – Zeitschrift für Medien- und Kulturwissenschaften , vol. 2, pp. 7–14, 2023, doi: http://dx.doi.org/10.25819/ubsi/10428.
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| DOI
2023 | Conference Paper | LibreCat-ID: 52230
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, and B. Hammer, “SHAP-IQ: Unified Approximation of any-order Shapley Interactions,” in NeurIPS 2023 - Advances in Neural Information Processing Systems, 2023, vol. 36, pp. 11515--11551.
LibreCat
2023 | Conference Paper | LibreCat-ID: 51767
F. Beer and C. Schulz, “The Return of Black Box Theory in Explainable AI.”
LibreCat
2023 | Journal Article | LibreCat-ID: 50262
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation feature importance (iPFI): towards online explanations on data streams,” Machine Learning, vol. 112, no. 12, pp. 4863–4903, 2023, doi: 10.1007/s10994-023-06385-y.
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2023 | Book Chapter | LibreCat-ID: 48776
M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams,” in Machine Learning and Knowledge Discovery in Databases: Research Track, Cham: Springer Nature Switzerland, 2023.
LibreCat
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2023 | Conference Paper | LibreCat-ID: 48775
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “On Feature Removal for Explainability in Dynamic Environments,” presented at the ESANN 2023 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium) and online, 2023, doi: 10.14428/esann/2023.es2023-148.
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