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37 Publications
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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| DOI
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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| DOI
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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| DOI
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 | Conference Paper | LibreCat-ID: 51162 |
Hanselle, Jonas, et al. “Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain.” Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings, 2023.
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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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| 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.
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| 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.
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2023 | Conference Paper | LibreCat-ID: 52475
Sengupta, Meghdut, et al. “Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms.” Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, 2023, doi:10.18653/v1/2023.findings-emnlp.308.
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2023 | Conference Paper | LibreCat-ID: 52477
Sengupta, Meghdut, et al. “Back to the Roots: Predicting the Source Domain of Metaphors Using Contrastive Learning.” Proceedings of the 3rd Workshop on Figurative Language Processing (FLP), Association for Computational Linguistics, 2023, doi:10.18653/v1/2022.flp-1.19.
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2023 | Journal Article | LibreCat-ID: 43437 |
Klowait, Nils. “On the Multimodal Resolution of a Search Sequence in Virtual Reality.” Human Behavior and Emerging Technologies, vol. 2023, Hindawi Limited, 2023, pp. 1–15, doi:10.1155/2023/8417012.
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2023 | Journal Article | LibreCat-ID: 45599
Klowait, Nils, and Maria Erofeeva. “Halting the Decay of Talk.” Social Interaction. Video-Based Studies of Human Sociality, vol. 6, no. 1, Det Kgl. Bibliotek/Royal Danish Library, 2023, doi:10.7146/si.v6i1.136903.
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2023 | Conference Abstract | LibreCat-ID: 46283 |
Banh, Ngoc Chi, and Ingrid Scharlau. “First Steps towards Real-Time Assessment of Attentional Weights and Capacity According to TVA.” Abstracts of the 65th TeaP, edited by Simon Merz et al., ZPID (Leibniz Institute for Psychology), 2023, doi:10.23668/PSYCHARCHIVES.12945.
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2023 | Journal Article | LibreCat-ID: 48280
Schütze, Christian, et al. “Emotional Debiasing Explanations for Decisions in HCI.” Artificial Intelligence in HCI, 2023, doi:10.1007/978-3-031-35891-3_20.
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