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35 Publications
2024 | Journal Article | LibreCat-ID: 53073
Muschalik, Maximilian, et al. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, Association for the Advancement of Artificial Intelligence (AAAI), 2024, pp. 14388–96, doi:10.1609/aaai.v38i13.29352.
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| DOI
2024 | Conference Abstract | LibreCat-ID: 53069 | 
Banh, Ngoc Chi, and Ingrid Scharlau. Effects of Task Difficulty on Visual Processing Speed. 2024.
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2023 | Conference Paper | LibreCat-ID: 46067 |
Singh, Amit, and Katharina J. Rohlfing. “Contrastiveness in the Context of Action Demonstration: An Eye-Tracking Study on Its Effects on Action Perception and Action Recall.” Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45), Cognitive Science Society, 2023.
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2023 | Conference Paper | LibreCat-ID: 48355 |
Rautenberg, Frederik, et al. “On Feature Importance and Interpretability of Speaker Representations.” ITG Conference on Speech Communication, 2023.
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2023 | Conference Paper | LibreCat-ID: 48410 |
Wiechmann, Jana, et al. “Explaining Voice Characteristics to Novice Voice Practitioners-How Successful Is It?” 20th International Congress of the Phonetic Sciences (ICPhS) , 2023.
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2023 | Conference Paper | LibreCat-ID: 48595
Peters, Tobias Martin, and Roel W. Visser. “The Importance of Distrust in AI.” Communications in Computer and Information Science, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-44070-0_15.
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2023 | Journal Article | LibreCat-ID: 48777
Fumagalli, Fabian, et al. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning, Springer Science and Business Media LLC, 2023, doi:10.1007/s10994-023-06385-y.
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2023 | Journal Article | LibreCat-ID: 48779
Artelt, André, et al. “‘I Do Not Know! But Why?’ — Local Model-Agnostic Example-Based Explanations of Reject.” Neurocomputing, vol. 558, 126722, Elsevier BV, 2023, doi:10.1016/j.neucom.2023.126722.
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2023 | Conference Paper | LibreCat-ID: 47448
Terfloth, Lutz, et al. Adding Why to What? Analyses of an Everyday Explanation. Springer, Cham, 2023, doi:10.1007/978-3-031-44070-0_13.
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2023 | Conference Paper | LibreCat-ID: 44853 |
Alpsancar, Suzana. “What Is AI Ethics? Ethics as Means of Self-Regulation and the Need for Critical Reflection .” International Conference on Computer Ethics 2023, vol. 1, no. 1, 2023, pp. 1--17.
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2023 | Journal Article | LibreCat-ID: 51345
Schulz, Christian. “A New Algorithmic Imaginary.” Media, Culture & Society, vol. 45, no. 3, SAGE Publications, 2023, pp. 646–55, doi:10.1177/01634437221136014.
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2023 | Preprint | LibreCat-ID: 51372
Johnson, David, et al. Towards Interpretability in Audio and Visual Affective Machine Learning: A Review. 2023.
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2023 | Journal Article | LibreCat-ID: 51371
Richter, Birte, et al. “EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study.” Multimodal Technologies and Interaction, vol. 7, no. 4, 37, MDPI AG, 2023, doi:10.3390/mti7040037.
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2023 | Conference Paper | LibreCat-ID: 51367
Robrecht, Amelie, and Stefan Kopp. “SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation.” Proceedings of the 15th International Conference on Agents and Artificial Intelligence, SCITEPRESS - Science and Technology Publications, 2023, pp. 48–58, doi:10.5220/0011671300003393.
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2023 | Conference Paper | LibreCat-ID: 51370
Dyck, Leonie, et al. “Technical Transparency for Robot Navigation Through AR Visualizations.” Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, ACM, 2023, pp. 720–24, doi:10.1145/3568294.3580181.
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2023 | Journal Article | LibreCat-ID: 51368
Esposito, Elena. “Does Explainability Require Transparency?” Sociologica, vol. 16, no. 3, 2023, pp. 17–27, doi:10.6092/ISSN.1971-8853/15804.
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2023 | Journal Article | LibreCat-ID: 51369
Esposito, Elena. “Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction.” Sociologica, vol. 16, no. 3, 2023, pp. 1–4, doi:10.6092/ISSN.1971-8853/16265.
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2023 | Conference Paper | LibreCat-ID: 44849 |
Rautenberg, Frederik, et al. “Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual Speaker Characteristics.” Fortschritte Der Akustik - DAGA 2023, 2023, pp. 1409–12.
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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.
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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.
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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.
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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.
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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.
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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 Abstract | LibreCat-ID: 46285
Peters, Tobias Martin, and Ingrid Scharlau. “Gesundes Misstrauen Gegenüber Erklärungen.” 52. Kongress Der Deutschen Gesellschaft Für Psychologie, edited by Christina Bermeitinger and Werner Greve, Pabst Science Publisher, 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.
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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.
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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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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.
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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.
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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.
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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.
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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.
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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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