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76 Publications
2023 | Journal Article | LibreCat-ID: 51369
Esposito E. Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction. Sociologica. 2023;16(3):1-4. doi:10.6092/ISSN.1971-8853/16265
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| DOI
2023 | Conference Paper | LibreCat-ID: 44849 | 
Rautenberg F, Kuhlmann M, Ebbers J, et al. Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual Speaker Characteristics. In: Fortschritte Der Akustik - DAGA 2023. ; 2023:1409-1412.
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2023 | Conference Paper | LibreCat-ID: 52230
Fumagalli F, Muschalik M, Kolpaczki P, Hüllermeier E, Hammer B. SHAP-IQ: Unified Approximation of any-order Shapley Interactions. In: NeurIPS 2023 - Advances in Neural Information Processing Systems. Vol 36. Curran Associates, Inc.; 2023:11515--11551.
LibreCat
2023 | Book Chapter | LibreCat-ID: 54909
Hanselle JM, Fürnkranz J, Hüllermeier E. Probabilistic Scoring Lists for Interpretable Machine Learning. In: Discovery Science. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-45275-8_13
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2023 | Conference Paper | LibreCat-ID: 55155
Robrecht A, Kopp S. SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation. In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence. SCITEPRESS - Science and Technology Publications; 2023. doi:10.5220/0011671300003393
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2023 | Conference Paper | LibreCat-ID: 55152
Robrecht A, Rothgänger M, Kopp S. A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations. In: Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents. ACM; 2023. doi:10.1145/3570945.3607339
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2023 | Conference Paper | LibreCat-ID: 55406
Sengupta M, Alshomary M, Scharlau I, Wachsmuth H. Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms. In: Bouamor H, Pino J, Bali K, eds. Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics; 2023:4636–4659. doi:10.18653/v1/2023.findings-emnlp.308
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2023 | Conference Paper | LibreCat-ID: 51767
Beer F, Schulz C. The Return of Black Box Theory in Explainable AI. In: 4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9.
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2023 | Conference Paper | LibreCat-ID: 51766
Schulz C, Wilmes A. Vernacular Metaphors of AI .
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2023 | Conference Paper | LibreCat-ID: 55909 |
Wang Y, Buschmeier H. Does listener gaze in face-to-face interaction follow the Entropy Rate Constancy principle: An empirical study. In: Findings of the Association for Computational Linguistics: EMNLP 2023. ; 2023:15372–15379.
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2023 | Conference Paper | LibreCat-ID: 46067 |
Singh A, Rohlfing KJ. Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall. In: 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: 56477
Liedeker F, Cimiano P. A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations. In: ; 2023.
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2023 | Conference Abstract | LibreCat-ID: 56478
Liedeker F, Cimiano P. Dynamic Feature Selection in AI-based Diagnostic Decision Support for Epilepsy. In: ; 2023.
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2023 | Conference Paper | LibreCat-ID: 51367
Robrecht A, Kopp S. SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation. In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence. SCITEPRESS - Science and Technology Publications; 2023:48-58. doi:10.5220/0011671300003393
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| DOI
2023 | Conference Paper | LibreCat-ID: 55156
Fisher JB, Robrecht A, Kopp S, Rohlfing KJ. Exploring the Semantic Dialogue Patterns of Explanations – a Case Study of Game Explanations. In: Proceedings of the 27th Workshop on the Semantics and Pragmatics of Dialogue . ; 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 50262
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning. 2023;112(12):4863-4903. doi:10.1007/s10994-023-06385-y
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| DOI
2023 | Book Chapter | LibreCat-ID: 48776
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams. In: 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 | Conference Paper | LibreCat-ID: 48775
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. On Feature Removal for Explainability in Dynamic Environments. In: ESANN 2023 Proceedings. i6doc.com publ.; 2023. doi:10.14428/esann/2023.es2023-148
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2023 | Book Chapter | LibreCat-ID: 48778
Muschalik M, Fumagalli F, Jagtani R, Hammer B, Huellermeier E. iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios. In: Communications in Computer and Information Science. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-44064-9_11
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