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35 Publications
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.
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| 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 ESANN 2023 Proceedings. i6doc.com publ., 2023. https://doi.org/10.14428/esann/2023.es2023-148.
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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 NeurIPS 2023 - Advances in Neural Information Processing Systems, 36:11515--11551. Curran Associates, Inc., 2023.
LibreCat
2022 | Conference Abstract | LibreCat-ID: 46289 | 
Banh, Ngoc Chi, Ingrid Scharlau, and Katharina J. Rohlfing. “Folgen Wiederholter Negation Auf Die Aufmerksamkeit.” In 52. Kongress Der Deutschen Gesellschaft Für Psychologie, edited by Christina Bermeitinger and Werner Greve. Pabst Science Publishers, 2022.
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2022 | Conference Abstract | LibreCat-ID: 46285
Peters, Tobias Martin, and Ingrid Scharlau. “Gesundes Misstrauen Gegenüber Erklärungen.” In 52. Kongress Der Deutschen Gesellschaft Für Psychologie, edited by Christina Bermeitinger and Werner Greve. 52. Kongress Der Deutschen Gesellschaft Für Psychologie - Abstracts. Pabst Science Publisher, 2022.
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2022 | Conference Paper | LibreCat-ID: 33696 |
Wiechmann, Jana, Thomas Glarner, Frederik Rautenberg, Petra Wagner, and Reinhold Haeb-Umbach. “Technically Enabled Explaining of Voice Characteristics.” In 18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&P), 2022.
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2022 | Journal Article | LibreCat-ID: 51348
Schmid, Ute, and Britta Wrede. “What Is Missing in XAI So Far?” KI - Künstliche Intelligenz 36, no. 3–4 (2022): 303–15. https://doi.org/10.1007/s13218-022-00786-2.
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| DOI
2022 | Journal Article | LibreCat-ID: 51366
Schmid, Ute, and Britta Wrede. “Explainable AI.” KI - Künstliche Intelligenz 36, no. 3–4 (2022): 207–10. https://doi.org/10.1007/s13218-022-00788-0.
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| DOI
2022 | Journal Article | LibreCat-ID: 51365
Wrede, Britta. “AI: Back to the Roots?” KI - Künstliche Intelligenz 36, no. 2 (2022): 117–20. https://doi.org/10.1007/s13218-022-00773-7.
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| DOI
2022 | Journal Article | LibreCat-ID: 51349
Fisher, Josephine B., Vivien Lohmer, Friederike Kern, Winfried Barthlen, Sebastian Gaus, and Katharina Rohlfing. “Exploring Monological and Dialogical Phases in Naturally Occurring Explanations.” KI - Künstliche Intelligenz 36, no. 3–4 (2022): 317–26. https://doi.org/10.1007/s13218-022-00787-1.
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| DOI
2022 | Journal Article | LibreCat-ID: 51344
Rohlfing, Katharina, Anna-Lisa Vollmer, Jannik Fritsch, and Britta Wrede. “Which ‘Motionese’ Parameters Change with Children’s Age? Disentangling Attention-Getting from Action-Structuring Modifications.” Frontiers in Communication 7 (2022). https://doi.org/10.3389/fcomm.2022.922405.
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| DOI
2022 | Conference Paper | LibreCat-ID: 51343
Battefeld, Dominik, and Stefan Kopp. “Formalizing Cognitive Biases in Medical Diagnostic Reasoning.” In Presented at the 8th Workshop on Formal and Cognitive Reasoning (FCR), Trier., 2022.
LibreCat
2022 | Conference Paper | LibreCat-ID: 51346
Groß, André, Christian Schütze, Britta Wrede, and Birte Richter. “An Architecture Supporting Configurable Autonomous Multimodal Joint-Attention-Therapy for Various Robotic Systems.” In INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 154–59. ACM, 2022. https://doi.org/10.1145/3536220.3558070.
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| DOI
2022 | Conference Paper | LibreCat-ID: 51347
Schütze, Christian, André Groß, Britta Wrede, and Birte Richter. “Enabling Non-Technical Domain Experts to Create Robot-Assisted Therapeutic Scenarios via Visual Programming.” In INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 166–70. ACM, 2022. https://doi.org/10.1145/3536220.3558072.
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| DOI
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.
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