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37 Publications
2023 | Book Chapter | LibreCat-ID: 48776
Muschalik, Maximilian, et al. “ISAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.” Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-43418-1_26.
LibreCat
| DOI
2023 | Book Chapter | LibreCat-ID: 48778
Muschalik, Maximilian, et al. “IPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios.” Communications in Computer and Information Science, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-44064-9_11.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 50262
Fumagalli, Fabian, et al. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning, vol. 112, no. 12, Springer Science and Business Media LLC, 2023, pp. 4863–903, doi:10.1007/s10994-023-06385-y.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48775
Fumagalli, Fabian, et al. “On Feature Removal for Explainability in Dynamic Environments.” ESANN 2023 Proceedings, i6doc.com publ., 2023, doi:10.14428/esann/2023.es2023-148.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 52230
Fumagalli, Fabian, et al. “SHAP-IQ: Unified Approximation of Any-Order Shapley Interactions.” NeurIPS 2023 - Advances in Neural Information Processing Systems, vol. 36, Curran Associates, Inc., 2023, pp. 11515--11551.
LibreCat
2023 | Book Chapter | LibreCat-ID: 54909
Hanselle, Jonas Manuel, et al. “Probabilistic Scoring Lists for Interpretable Machine Learning.” Discovery Science, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-45275-8_13.
LibreCat
| DOI
2022 | Conference Abstract | LibreCat-ID: 46289 | 
Banh, Ngoc Chi, et al. “Folgen Wiederholter Negation Auf Die Aufmerksamkeit.” 52. Kongress Der Deutschen Gesellschaft Für Psychologie, edited by Christina Bermeitinger and Werner Greve, 2022.
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2022 | Conference Paper | LibreCat-ID: 33696 |
Wiechmann, Jana, et al. “Technically Enabled Explaining of Voice Characteristics.” 18. Phonetik Und Phonologie Im Deutschsprachigen Raum (P&P), 2022.
LibreCat
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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, vol. 36, no. 3–4, Springer Science and Business Media LLC, 2022, pp. 303–15, doi:10.1007/s13218-022-00786-2.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 51366
Schmid, Ute, and Britta Wrede. “Explainable AI.” KI - Künstliche Intelligenz, vol. 36, no. 3–4, Springer Science and Business Media LLC, 2022, pp. 207–10, doi: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, vol. 36, no. 2, Springer Science and Business Media LLC, 2022, pp. 117–20, doi:10.1007/s13218-022-00773-7.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 51349
Fisher, Josephine B., et al. “Exploring Monological and Dialogical Phases in Naturally Occurring Explanations.” KI - Künstliche Intelligenz, vol. 36, no. 3–4, Springer Science and Business Media LLC, 2022, pp. 317–26, doi:10.1007/s13218-022-00787-1.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 51344
Rohlfing, Katharina, et al. “Which ‘Motionese’ Parameters Change with Children’s Age? Disentangling Attention-Getting from Action-Structuring Modifications.” Frontiers in Communication, vol. 7, Frontiers Media SA, 2022, doi:10.3389/fcomm.2022.922405.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 51343
Battefeld, Dominik, and Stefan Kopp. “Formalizing Cognitive Biases in Medical Diagnostic Reasoning.” Presented at the 8th Workshop on Formal and Cognitive Reasoning (FCR), Trier., 2022.
LibreCat
2022 | Conference Paper | LibreCat-ID: 51346
Groß, André, et al. “An Architecture Supporting Configurable Autonomous Multimodal Joint-Attention-Therapy for Various Robotic Systems.” INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, ACM, 2022, pp. 154–59, doi:10.1145/3536220.3558070.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 51347
Schütze, Christian, et al. “Enabling Non-Technical Domain Experts to Create Robot-Assisted Therapeutic Scenarios via Visual Programming.” INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, ACM, 2022, pp. 166–70, doi:10.1145/3536220.3558072.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 48780
Muschalik, Maximilian, et al. “Agnostic Explanation of Model Change Based on Feature Importance.” KI - Künstliche Intelligenz, vol. 36, no. 3–4, Springer Science and Business Media LLC, 2022, pp. 211–24, doi:10.1007/s13218-022-00766-6.
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| DOI