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22 Publications
2025 | Book Chapter | LibreCat-ID: 55598
Schulz, C. (n.d.). Feeds. Ein zentrales Strukturprinzip sozialer Medien. In R. Dörre & A. Tuschling (Eds.), Handbuch Social Media: Geschichte – Kultur – Ästhetik (1st ed.). Metzler Verlag.
LibreCat
2025 | Journal Article | LibreCat-ID: 54667
Schulz, C. (2025). On “Super Likes” and Algorithmic (In)Visibilities: Frictions Between Social and Economic Logics in the Context of Social Media Platforms. Digital Culture & Society , 2/2023, 45–68. https://doi.org/10.14361/dcs-2023-0204
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2024 | Journal Article | LibreCat-ID: 53073
Muschalik, M., Fumagalli, F., Hammer, B., & Huellermeier, E. (2024). Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence, 38(13), 14388–14396. https://doi.org/10.1609/aaai.v38i13.29352
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| DOI
2024 | Book Chapter | LibreCat-ID: 51745
Schulz, C. (2024). Vernakulärer Code oder die Geister, die der Algorithmus rief - digitale Schriftlichkeit im Kontext von sozialen Medienplattformen. In M. Bartelmus & A. Nebrig (Eds.), Digitale Schriftlichkeit – Progammieren, Prozessieren und Codieren von Schrift (1st ed.). transcript . https://doi.org/10.1515/9783839468135-009
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2024 | Conference Paper | LibreCat-ID: 55311
Kolpaczki, P., Muschalik, M., Fumagalli, F., Hammer, B., & Huellermeier, E. (2024). SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification. In S. Dasgupta, S. Mandt, & Y. Li (Eds.), Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (Vol. 238, pp. 3520–3528). PMLR.
LibreCat
2024 | Conference Paper | LibreCat-ID: 58223
Fumagalli, F., Muschalik, M., Kolpaczki, P., Hüllermeier, E., & Hammer, B. (2024). KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions. In R. Salakhutdinov, Z. Kolter, K. Heller, A. Weller, N. Oliver, J. Scarlett, & F. Berkenkamp (Eds.), Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 14308–14342). PMLR.
LibreCat
2024 | Conference Paper | LibreCat-ID: 57250
Schütze, C., Richter, B., Lammert, O., Thommes, K., & Wrede, B. (2024). Static Socio-demographic and Individual Factors for Generating Explanations in XAI: Can they serve as a prior in DSS for adaptation of explanation strategies? HAI ’24: Proceedings of the 12th International Conference on Human-Agent Interaction, 141–149. https://doi.org/10.1145/3687272.3688300
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2024 | Book Chapter | LibreCat-ID: 51746
Schulz, C. (n.d.). Vom foto-sozialen Graph zum Story-Format: Über die Institutionalisierung sozialmedialer Infrastruktur aus dem Geiste der Fotografie. In A. Schürmann & K. Yacavone (Eds.), Die Fotografie und ihre Institutionen. Von der Lehrsammlung zum Bundesinstitut (1st ed.). Reimer Verlag. https://doi.org/doi.org/10.5771/9783496030980
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| DOI
2024 | Journal Article | LibreCat-ID: 58708
Fisher, J. B., Rohlfing, K. J., Donnellan, E., Grimminger, A., Gu, Y., & Vigliocco, G. (2024). Explain with, rather than explain to How explainees shape their own learning. Interaction Studies, 25(2), 244–255. https://doi.org/doi.org/10.1075/is.23019.fis
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| Download (ext.)
2023 | Journal Article | LibreCat-ID: 48603
Reijers, W. (2023). Technology and Civic Virtue. Philosophy & Technology, 36(4), Article 71. https://doi.org/10.1007/s13347-023-00669-w
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 49516
Groß, A., Schütze, C., Brandt, M., Wrede, B., & Richter, B. (2023). RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research. Frontiers in Robotics and AI, 10. https://doi.org/10.3389/frobt.2023.1245501
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| DOI
2023 | Journal Article | LibreCat-ID: 51743
Schulz, C. (2023). From mental models to algorithmic imaginaries to co-constructive mental models. Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften , 2, 65–75. http://dx.doi.org/10.25819/ubsi/10428
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| DOI
2023 | Journal Article | LibreCat-ID: 51744
Schulz, C., & Schröter, J. (2023). Tech/Imaginations – Introduction. Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften , 2, 7–14. http://dx.doi.org/10.25819/ubsi/10428
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2023 | Conference Paper | LibreCat-ID: 52230
Fumagalli, F., Muschalik, M., Kolpaczki, P., Hüllermeier, E., & Hammer, B. (2023). SHAP-IQ: Unified Approximation of any-order Shapley Interactions. NeurIPS 2023 - Advances in Neural Information Processing Systems, 36, 11515--11551.
LibreCat
2023 | Special Issue | LibreCat-ID: 51741
Tech/Imaginations. (2023). In C. Schulz, J. Schröter, & C. Ernst (Eds.), Navigationen – Zeitschrift für Medien- und Kulturwissenschaften (Vol. 2). Universi Verlag . http://dx.doi.org/10.25819/ubsi/10428
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2023 | Conference Paper | LibreCat-ID: 51767
Beer, F., & Schulz, C. (n.d.). The Return of Black Box Theory in Explainable AI. 4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9.
LibreCat
2023 | Journal Article | LibreCat-ID: 50262
Fumagalli, F., Muschalik, M., Hüllermeier, E., & Hammer, B. (2023). Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning, 112(12), 4863–4903. https://doi.org/10.1007/s10994-023-06385-y
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2023 | Book Chapter | LibreCat-ID: 48776
Muschalik, M., Fumagalli, F., Hammer, B., & Huellermeier, E. (2023). iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams. In Machine Learning and Knowledge Discovery in Databases: Research Track. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-43418-1_26
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2023 | Conference Paper | LibreCat-ID: 48775
Fumagalli, F., Muschalik, M., Hüllermeier, E., & Hammer, B. (2023). On Feature Removal for Explainability in Dynamic Environments. ESANN 2023 Proceedings. ESANN 2023 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium) and online. https://doi.org/10.14428/esann/2023.es2023-148
LibreCat
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2023 | Book Chapter | LibreCat-ID: 48778
Muschalik, M., Fumagalli, F., Jagtani, R., Hammer, B., & Huellermeier, E. (2023). iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios. In Communications in Computer and Information Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-44064-9_11
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