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35 Publications
2023 | Journal Article | LibreCat-ID: 50262
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation feature importance (iPFI): towards online explanations on data streams,” Machine Learning, vol. 112, no. 12, pp. 4863–4903, 2023, doi: 10.1007/s10994-023-06385-y.
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| DOI
2023 | Conference Paper | LibreCat-ID: 48775
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “On Feature Removal for Explainability in Dynamic Environments,” 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.
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| DOI
2023 | Conference Paper | LibreCat-ID: 52230
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
2022 | Conference Abstract | LibreCat-ID: 46289 | 
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.
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2022 | Conference Abstract | LibreCat-ID: 46285
T. M. Peters and I. Scharlau, “Gesundes Misstrauen gegenüber Erklärungen,” in 52. Kongress der Deutschen Gesellschaft für Psychologie, Hildesheim, Germany, 2022.
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2022 | Conference Paper | LibreCat-ID: 33696 |
J. Wiechmann, T. Glarner, F. Rautenberg, P. Wagner, and R. Haeb-Umbach, “Technically enabled explaining of voice characteristics,” Bielefeld, 2022.
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2022 | Journal Article | LibreCat-ID: 51348
U. Schmid and B. Wrede, “What is Missing in XAI So Far?,” KI - Künstliche Intelligenz, vol. 36, no. 3–4, pp. 303–315, 2022, doi: 10.1007/s13218-022-00786-2.
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| DOI
2022 | Journal Article | LibreCat-ID: 51366
U. Schmid and B. Wrede, “Explainable AI,” KI - Künstliche Intelligenz, vol. 36, no. 3–4, pp. 207–210, 2022, doi: 10.1007/s13218-022-00788-0.
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| DOI
2022 | Journal Article | LibreCat-ID: 51365
B. Wrede, “AI: Back to the Roots?,” KI - Künstliche Intelligenz, vol. 36, no. 2, pp. 117–120, 2022, doi: 10.1007/s13218-022-00773-7.
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2022 | Journal Article | LibreCat-ID: 51349
J. B. Fisher, V. Lohmer, F. Kern, W. Barthlen, S. Gaus, and K. Rohlfing, “Exploring Monological and Dialogical Phases in Naturally Occurring Explanations,” KI - Künstliche Intelligenz, vol. 36, no. 3–4, pp. 317–326, 2022, doi: 10.1007/s13218-022-00787-1.
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2022 | Journal Article | LibreCat-ID: 51344
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,” Frontiers in Communication, vol. 7, 2022, doi: 10.3389/fcomm.2022.922405.
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| DOI
2022 | Conference Paper | LibreCat-ID: 51343
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
2022 | Conference Paper | LibreCat-ID: 51346
A. Groß, C. Schütze, B. Wrede, and B. Richter, “An Architecture Supporting Configurable Autonomous Multimodal Joint-Attention-Therapy for Various Robotic Systems,” in INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 2022, pp. 154–159, doi: 10.1145/3536220.3558070.
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| DOI
2022 | Conference Paper | LibreCat-ID: 51347
C. Schütze, A. Groß, B. Wrede, and B. Richter, “Enabling Non-Technical Domain Experts to Create Robot-Assisted Therapeutic Scenarios via Visual Programming,” in INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 2022, pp. 166–170, doi: 10.1145/3536220.3558072.
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2022 | Journal Article | LibreCat-ID: 48780
M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Agnostic Explanation of Model Change based on Feature Importance,” KI - Künstliche Intelligenz, vol. 36, no. 3–4, pp. 211–224, 2022, doi: 10.1007/s13218-022-00766-6.
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