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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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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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2024 | Conference Paper | LibreCat-ID: 54889 |
Stratmann, Lukas, et al. “Safety Assistance Systems for Bicyclists: Toward Empirical Studies of the Dooring Problem.” ACM Symposium on Principles of Distributed Computing (PODC 2024), Advanced Tools, Programming Languages, and PLatforms for Implementing and Evaluating Algorithms for Distributed Systems (ApPLIED 2024), Association for Computing Machinery (ACM), 2024, doi:10.1145/3663338.3665831.
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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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