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 .
LibreCat: /record/50262
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 .
LibreCat: /record/48775
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.
LibreCat: /record/52230

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.
LibreCat: /record/46289

T. M. Peters and I. Scharlau, “Gesundes Misstrauen gegenüber Erklärungen,” in 52. Kongress der Deutschen Gesellschaft für Psychologie, Hildesheim, Germany, 2022.
LibreCat: /record/46285

J. Wiechmann, T. Glarner, F. Rautenberg, P. Wagner, and R. Haeb-Umbach, “Technically enabled explaining of voice characteristics,” Bielefeld, 2022.
LibreCat: /record/33696

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 .
LibreCat: /record/51348
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 .
LibreCat: /record/51366
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 .
LibreCat: /record/51365
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 .
LibreCat: /record/51349
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 .
LibreCat: /record/51344
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.
LibreCat: /record/51343

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 .
LibreCat: /record/51346
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 .
LibreCat: /record/51347
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 .
LibreCat: /record/48780
DOI: 10.1007/s13218-022-00766-6