F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation feature importance (iPFI): towards online explanations on data streams,”10.1007/s10994-023-06385-y__Machine Learning, vol. 112, no. 12, pp. 4863–4903, 2023, doi:10.1007/s10994-023-06385-y .

F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “On Feature Removal for Explainability in Dynamic Environments,”10.14428/esann/2023.es2023-148__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 .

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.

N. C. Banh, I. Scharlau, and K. J. Rohlfing, “Folgen wiederholter Negation auf die Aufmerksamkeit,” in 52. Kongress der Deutschen Gesellschaft für Psychologie, Hildesheim, Germany, 2022.

T. M. Peters and I. Scharlau, “Gesundes Misstrauen gegenüber Erklärungen,” in 52. Kongress der Deutschen Gesellschaft für Psychologie, Hildesheim, Germany, 2022.

J. Wiechmann, T. Glarner, F. Rautenberg, P. Wagner, and R. Haeb-Umbach, “Technically enabled explaining of voice characteristics,” Bielefeld, 2022.

U. Schmid and B. Wrede, “What is Missing in XAI So Far?,”10.1007/s13218-022-00786-2__KI - Künstliche Intelligenz, vol. 36, no. 3–4, pp. 303–315, 2022, doi:10.1007/s13218-022-00786-2 .

U. Schmid and B. Wrede, “Explainable AI,”10.1007/s13218-022-00788-0__KI - Künstliche Intelligenz, vol. 36, no. 3–4, pp. 207–210, 2022, doi:10.1007/s13218-022-00788-0 .

B. Wrede, “AI: Back to the Roots?,”10.1007/s13218-022-00773-7__KI - Künstliche Intelligenz, vol. 36, no. 2, pp. 117–120, 2022, doi:10.1007/s13218-022-00773-7 .

J. B. Fisher, V. Lohmer, F. Kern, W. Barthlen, S. Gaus, and K. Rohlfing, “Exploring Monological and Dialogical Phases in Naturally Occurring Explanations,”10.1007/s13218-022-00787-1__KI - Künstliche Intelligenz, vol. 36, no. 3–4, pp. 317–326, 2022, doi:10.1007/s13218-022-00787-1 .

K. Rohlfing, A.-L. Vollmer, J. Fritsch, and B. Wrede, “Which ‘motionese’ parameters change with children’s age? Disentangling attention-getting from action-structuring modifications,”10.3389/fcomm.2022.922405__Frontiers in Communication, vol. 7, 2022, doi:10.3389/fcomm.2022.922405 .

D. Battefeld and S. Kopp, “Formalizing cognitive biases in medical diagnostic reasoning,” presented at the Presented at the 8th Workshop on Formal and Cognitive Reasoning (FCR), Trier, 2022.

A. Groß, C. Schütze, B. Wrede, and B. Richter, “An Architecture Supporting Configurable Autonomous Multimodal Joint-Attention-Therapy for Various Robotic Systems,”10.1145/3536220.3558070__in INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 2022, pp. 154–159, doi:10.1145/3536220.3558070 .

C. Schütze, A. Groß, B. Wrede, and B. Richter, “Enabling Non-Technical Domain Experts to Create Robot-Assisted Therapeutic Scenarios via Visual Programming,”10.1145/3536220.3558072__in INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 2022, pp. 166–170, doi:10.1145/3536220.3558072 .

M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Agnostic Explanation of Model Change based on Feature Importance,”10.1007/s13218-022-00766-6__KI - Künstliche Intelligenz, vol. 36, no. 3–4, pp. 211–224, 2022, doi:10.1007/s13218-022-00766-6 .