Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
35 Publications
2024 | Conference Paper | LibreCat-ID: 57250
Schütze, Christian, Birte Richter, Olesja Lammert, Kirsten Thommes, and Britta 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, 141–49. ACM, 2024. https://doi.org/10.1145/3687272.3688300.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58708
Fisher, Josephine Beryl, Katharina J. Rohlfing, Ed Donnellan, Angela Grimminger, Yan Gu, and Gabriella Vigliocco. “ Explain with, Rather than Explain to: How Explainees Shape Their Own Learning.” Interaction Studies 25, no. 2 (2024): 244–55. https://doi.org/doi.org/10.1075/is.23019.fis.
LibreCat
| DOI
| Download (ext.)
2023 | Journal Article | LibreCat-ID: 49516
Groß, André, Christian Schütze, Mara Brandt, Britta Wrede, and Birte Richter. “RISE: An Open-Source Architecture for Interdisciplinary and Reproducible Human–Robot Interaction Research.” Frontiers in Robotics and AI 10 (2023). https://doi.org/10.3389/frobt.2023.1245501.
LibreCat
| Files available
| DOI
2023 | Journal Article | LibreCat-ID: 51743
Schulz, Christian. “From Mental Models to Algorithmic Imaginaries to Co-Constructive Mental Models.” Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften 2 (2023): 65–75. http://dx.doi.org/10.25819/ubsi/10428.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 51744
Schulz, Christian, and Jens Schröter. “Tech/Imaginations – Introduction.” Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften 2 (2023): 7–14. http://dx.doi.org/10.25819/ubsi/10428.
LibreCat
| DOI
2023 | Special Issue | LibreCat-ID: 51741
Schulz, Christian, Jens Schröter, and Christoph Ernst, eds. Tech/Imaginations. Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften . Vol. 2. Universi Verlag , 2023. http://dx.doi.org/10.25819/ubsi/10428.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 51767
Beer, Fabian , and Christian Schulz. “The Return of Black Box Theory in Explainable AI.” In 4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9, n.d.
LibreCat
2023 | Journal Article | LibreCat-ID: 50262
Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning 112, no. 12 (2023): 4863–4903. https://doi.org/10.1007/s10994-023-06385-y.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48778
Muschalik, Maximilian, Fabian Fumagalli, Rohit Jagtani, Barbara Hammer, and Eyke Huellermeier. “IPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios.” In Proceedings of the World Conference on Explainable Artificial Intelligence (XAI), 2023. https://doi.org/10.1007/978-3-031-44064-9_11.
LibreCat
| DOI
2023 | Book Chapter | LibreCat-ID: 48776
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “ISAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.” In Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD). Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-43418-1_26.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48775
Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “On Feature Removal for Explainability in Dynamic Environments.” In Proceedings of the European Symposium on Artificial Neural Networks (ESANN), 2023. https://doi.org/10.14428/ESANN/2023.ES2023-148.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 52230
Fumagalli, Fabian, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, and Barbara Hammer. “SHAP-IQ: Unified Approximation of Any-Order Shapley Interactions.” In Advances in Neural Information Processing Systems (NeurIPS), 36:11515--11551, 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 48603 | 
Reijers, Wessel. “Technology and Civic Virtue.” Philosophy & Technology 36, no. 4 (2023). https://doi.org/10.1007/s13347-023-00669-w.
LibreCat
| DOI
| Download (ext.)
2022 | Journal Article | LibreCat-ID: 48780
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Agnostic Explanation of Model Change Based on Feature Importance.” KI - Künstliche Intelligenz 36, no. 3–4 (2022): 211–24. https://doi.org/10.1007/s13218-022-00766-6.
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 24456 |
Rohlfing, Katharina J., Philipp Cimiano, Ingrid Scharlau, Tobias Matzner, Heike M. Buhl, Hendrik Buschmeier, Elena Esposito, et al. “Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems.” IEEE Transactions on Cognitive and Developmental Systems 13, no. 3 (2021): 717–28. https://doi.org/10.1109/tcds.2020.3044366.
LibreCat
| Files available
| DOI