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79 Publications


2023 | Journal Article | LibreCat-ID: 51371
B. Richter et al., “EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study,” Multimodal Technologies and Interaction, vol. 7, no. 4, Art. no. 37, 2023, doi: 10.3390/mti7040037.
LibreCat | DOI
 

2023 | Conference Paper | LibreCat-ID: 51370
L. Dyck, H. Beierling, R. Helmert, and A.-L. Vollmer, “Technical Transparency for Robot Navigation Through AR Visualizations,” in Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, Stockholm , 2023, pp. 720–724, doi: 10.1145/3568294.3580181.
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 51368
E. Esposito, “Does Explainability Require Transparency?,” Sociologica, vol. 16, no. 3, pp. 17–27, 2023, doi: 10.6092/ISSN.1971-8853/15804.
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 51369
E. Esposito, “Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction,” Sociologica, vol. 16, no. 3, pp. 1–4, 2023, doi: 10.6092/ISSN.1971-8853/16265.
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2023 | Conference Paper | LibreCat-ID: 44849 | OA
F. Rautenberg et al., “Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual Speaker Characteristics,” in Fortschritte der Akustik - DAGA 2023, Hamburg, 2023, pp. 1409–1412.
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2023 | Conference Paper | LibreCat-ID: 52230
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, and B. Hammer, “SHAP-IQ: Unified Approximation of any-order Shapley Interactions,” in NeurIPS 2023 - Advances in Neural Information Processing Systems, 2023, vol. 36, pp. 11515--11551.
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2023 | Book Chapter | LibreCat-ID: 54909
J. M. Hanselle, J. Fürnkranz, and E. Hüllermeier, “Probabilistic Scoring Lists for Interpretable Machine Learning,” in Discovery Science, Cham: Springer Nature Switzerland, 2023.
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2023 | Conference Paper | LibreCat-ID: 55155
A. Robrecht and S. Kopp, “SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation,” 2023, doi: 10.5220/0011671300003393.
LibreCat | DOI
 

2023 | Conference Paper | LibreCat-ID: 55152
A. Robrecht, M. Rothgänger, and S. Kopp, “A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations,” 2023, doi: 10.1145/3570945.3607339.
LibreCat | DOI
 

2023 | Conference Paper | LibreCat-ID: 55406
M. Sengupta, M. Alshomary, I. Scharlau, and H. Wachsmuth, “Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms,” in Findings of the Association for Computational Linguistics: EMNLP 2023, 2023, pp. 4636–4659, doi: 10.18653/v1/2023.findings-emnlp.308.
LibreCat | DOI
 

2023 | Conference Paper | LibreCat-ID: 51767
F. Beer and C. Schulz, “The Return of Black Box Theory in Explainable AI.”
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2023 | Conference Paper | LibreCat-ID: 51766
C. Schulz and A. Wilmes , “Vernacular Metaphors of AI .”
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2023 | Conference Paper | LibreCat-ID: 55909 | OA
Y. Wang and H. Buschmeier, “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, Singapore, 2023, pp. 15372–15379.
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2023 | Conference Paper | LibreCat-ID: 46067 | OA
A. Singh and K. J. Rohlfing, “Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall,” presented at the 45th Annual Conference of the Cognitive Science Society, Sydney, 2023.
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2023 | Conference Paper | LibreCat-ID: 56477
F. Liedeker and P. Cimiano, “A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations,” presented at the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lissabon, 2023.
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2023 | Conference Abstract | LibreCat-ID: 56478
F. Liedeker and P. Cimiano, “Dynamic Feature Selection in AI-based Diagnostic Decision Support for Epilepsy,” presented at the 1st International Conference on Artificial Intelligence in Epilepsy and Neurological Disorders, Breckenridge, CO, USA , 2023.
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2023 | Preprint | LibreCat-ID: 56663
H. Buschmeier et al., “Forms of Understanding of XAI-Explanations,” arXiv:2311.08760. 2023.
LibreCat | arXiv
 

2023 | Conference Paper | LibreCat-ID: 51367
A. Robrecht and S. Kopp, “SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation,” in Proceedings of the 15th International Conference on Agents and Artificial Intelligence, Lisbon, 2023, pp. 48–58, doi: 10.5220/0011671300003393.
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2023 | Conference Paper | LibreCat-ID: 55156
J. B. Fisher, A. Robrecht, S. Kopp, and K. J. Rohlfing, “Exploring the Semantic Dialogue Patterns of Explanations – a Case Study of Game Explanations,” presented at the Semdial, Maribor, 2023.
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2023 | Journal Article | LibreCat-ID: 50262
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation feature importance (iPFI): towards online explanations on data streams,” Machine Learning, vol. 112, no. 12, pp. 4863–4903, 2023, doi: 10.1007/s10994-023-06385-y.
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