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22 Publications
2025 | Book Chapter | LibreCat-ID: 55598
@inbook{Schulz, place={Stuttgart}, edition={1}, title={Feeds. Ein zentrales Strukturprinzip sozialer Medien}, booktitle={Handbuch Social Media: Geschichte – Kultur – Ästhetik}, publisher={Metzler Verlag}, author={Schulz, Christian}, editor={Dörre, Robert and Tuschling, Anna } }
LibreCat
2025 | Journal Article | LibreCat-ID: 54667
@article{Schulz_2025, title={On “Super Likes” and Algorithmic (In)Visibilities: Frictions Between Social and Economic Logics in the Context of Social Media Platforms}, volume={2/2023}, DOI={https://doi.org/10.14361/dcs-2023-0204}, journal={Digital Culture & Society }, author={Schulz, Christian}, year={2025}, pages={45–68} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 53073
@article{Muschalik_Fumagalli_Hammer_Huellermeier_2024, title={Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles}, volume={38}, DOI={10.1609/aaai.v38i13.29352}, number={13}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={14388–14396} }
LibreCat
| DOI
2024 | Book Chapter | LibreCat-ID: 51745
@inbook{Schulz_2024, place={Bielefeld}, edition={1}, title={Vernakulärer Code oder die Geister, die der Algorithmus rief - digitale Schriftlichkeit im Kontext von sozialen Medienplattformen}, DOI={https://doi.org/10.1515/9783839468135-009}, booktitle={Digitale Schriftlichkeit – Progammieren, Prozessieren und Codieren von Schrift}, publisher={transcript }, author={Schulz, Christian}, editor={Bartelmus, Martin and Nebrig, Alexander}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 55311
@inproceedings{Kolpaczki_Muschalik_Fumagalli_Hammer_Huellermeier_2024, series={Proceedings of Machine Learning Research}, title={SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification}, volume={238}, booktitle={Proceedings of The 27th International Conference on Artificial Intelligence and Statistics}, publisher={PMLR}, author={Kolpaczki, Patrick and Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, editor={Dasgupta, Sanjoy and Mandt, Stephan and Li, Yingzhen}, year={2024}, pages={3520–3528}, collection={Proceedings of Machine Learning Research} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 58223
@inproceedings{Fumagalli_Muschalik_Kolpaczki_Hüllermeier_Hammer_2024, series={Proceedings of Machine Learning Research}, title={KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions}, volume={235}, booktitle={Proceedings of the 41st International Conference on Machine Learning}, publisher={PMLR}, author={Fumagalli, Fabian and Muschalik, Maximilian and Kolpaczki, Patrick and Hüllermeier, Eyke and Hammer, Barbara}, editor={Salakhutdinov, Ruslan and Kolter, Zico and Heller, Katherine and Weller, Adrian and Oliver, Nuria and Scarlett, Jonathan and Berkenkamp, Felix}, year={2024}, pages={14308–14342}, collection={Proceedings of Machine Learning Research} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 57250
@inproceedings{Schütze_Richter_Lammert_Thommes_Wrede_2024, title={Static Socio-demographic and Individual Factors for Generating Explanations in XAI: Can they serve as a prior in DSS for adaptation of explanation strategies?}, DOI={10.1145/3687272.3688300}, booktitle={HAI ’24: Proceedings of the 12th International Conference on Human-Agent Interaction}, publisher={ACM}, author={Schütze, Christian and Richter, Birte and Lammert, Olesja and Thommes, Kirsten and Wrede, Britta}, year={2024}, pages={141–149} }
LibreCat
| DOI
2024 | Book Chapter | LibreCat-ID: 51746
@inbook{Schulz, place={Berlin }, edition={1}, title={Vom foto-sozialen Graph zum Story-Format: Über die Institutionalisierung sozialmedialer Infrastruktur aus dem Geiste der Fotografie}, DOI={doi.org/10.5771/9783496030980}, booktitle={Die Fotografie und ihre Institutionen. Von der Lehrsammlung zum Bundesinstitut }, publisher={Reimer Verlag}, author={Schulz, Christian}, editor={Schürmann, Anja and Yacavone, Kathrin } }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58708
@article{Fisher_Rohlfing_Donnellan_Grimminger_Gu_Vigliocco_2024, title={ Explain with, rather than explain to How explainees shape their own learning}, volume={25}, DOI={doi.org/10.1075/is.23019.fis}, number={2}, journal={Interaction Studies}, publisher={John Benjamins}, author={Fisher, Josephine Beryl and Rohlfing, Katharina J. and Donnellan, Ed and Grimminger, Angela and Gu, Yan and Vigliocco, Gabriella}, year={2024}, pages={244–255} }
LibreCat
| DOI
| Download (ext.)
2023 | Journal Article | LibreCat-ID: 48603
@article{Reijers_2023, title={Technology and Civic Virtue}, volume={36}, DOI={10.1007/s13347-023-00669-w}, number={471}, journal={Philosophy & Technology}, publisher={Springer Science and Business Media LLC}, author={Reijers, Wessel}, year={2023} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 49516
@article{Groß_Schütze_Brandt_Wrede_Richter_2023, title={RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research}, volume={10}, DOI={10.3389/frobt.2023.1245501}, journal={Frontiers in Robotics and AI}, publisher={Frontiers Media SA}, author={Groß, André and Schütze, Christian and Brandt, Mara and Wrede, Britta and Richter, Birte}, year={2023} }
LibreCat
| Files available
| DOI
2023 | Journal Article | LibreCat-ID: 51743
@article{Schulz_2023, title={From mental models to algorithmic imaginaries to co-constructive mental models}, volume={2}, DOI={http://dx.doi.org/10.25819/ubsi/10428}, journal={Navigationen – Zeitschrift für Medien- und Kulturwissenschaften }, publisher={Universi Verlag }, author={Schulz, Christian}, year={2023}, pages={65–75} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 51744
@article{Schulz_Schröter_2023, title={Tech/Imaginations – Introduction}, volume={2}, DOI={http://dx.doi.org/10.25819/ubsi/10428}, journal={Navigationen – Zeitschrift für Medien- und Kulturwissenschaften }, publisher={Universi Verlag }, author={Schulz, Christian and Schröter, Jens}, year={2023}, pages={7–14} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 52230
@inproceedings{Fumagalli_Muschalik_Kolpaczki_Hüllermeier_Hammer_2023, title={SHAP-IQ: Unified Approximation of any-order Shapley Interactions}, volume={36}, booktitle={NeurIPS 2023 - Advances in Neural Information Processing Systems}, publisher={Curran Associates, Inc.}, author={Fumagalli, Fabian and Muschalik, Maximilian and Kolpaczki, Patrick and Hüllermeier, Eyke and Hammer, Barbara}, year={2023}, pages={11515--11551} }
LibreCat
2023 | Special Issue | LibreCat-ID: 51741
@book{Schulz_Schröter_Ernst_2023, title={Tech/Imaginations}, volume={2}, DOI={http://dx.doi.org/10.25819/ubsi/10428}, journal={Navigationen – Zeitschrift für Medien- und Kulturwissenschaften }, publisher={Universi Verlag }, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 51767
@inproceedings{Beer_Schulz, title={The Return of Black Box Theory in Explainable AI}, booktitle={4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9}, author={Beer, Fabian and Schulz, Christian} }
LibreCat
2023 | Journal Article | LibreCat-ID: 50262
@article{Fumagalli_Muschalik_Hüllermeier_Hammer_2023, title={Incremental permutation feature importance (iPFI): towards online explanations on data streams}, volume={112}, DOI={10.1007/s10994-023-06385-y}, number={12}, journal={Machine Learning}, publisher={Springer Science and Business Media LLC}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and Hammer, Barbara}, year={2023}, pages={4863–4903} }
LibreCat
| DOI
2023 | Book Chapter | LibreCat-ID: 48776
@inbook{Muschalik_Fumagalli_Hammer_Huellermeier_2023, place={Cham}, title={iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams}, DOI={10.1007/978-3-031-43418-1_26}, booktitle={Machine Learning and Knowledge Discovery in Databases: Research Track}, publisher={Springer Nature Switzerland}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48775
@inproceedings{Fumagalli_Muschalik_Hüllermeier_Hammer_2023, title={On Feature Removal for Explainability in Dynamic Environments}, DOI={10.14428/esann/2023.es2023-148}, booktitle={ESANN 2023 proceedings}, publisher={i6doc.com publ.}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and Hammer, Barbara}, year={2023} }
LibreCat
| DOI
2023 | Book Chapter | LibreCat-ID: 48778
@inbook{Muschalik_Fumagalli_Jagtani_Hammer_Huellermeier_2023, place={Cham}, title={iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios}, DOI={10.1007/978-3-031-44064-9_11}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Muschalik, Maximilian and Fumagalli, Fabian and Jagtani, Rohit and Hammer, Barbara and Huellermeier, Eyke}, year={2023} }
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| DOI