Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
76 Publications
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.
LibreCat
| DOI
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.
LibreCat
| Files available
| Download (ext.)
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.
LibreCat
2023 | Book Chapter | LibreCat-ID: 54909
Hanselle, Jonas Manuel, et al. “Probabilistic Scoring Lists for Interpretable Machine Learning.” Discovery Science, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-45275-8_13.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 55155
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, doi:10.5220/0011671300003393.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 55152
Robrecht, Amelie, et al. “A Study on the Benefits and Drawbacks of Adaptivity in AI-Generated Explanations.” Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents, ACM, 2023, doi:10.1145/3570945.3607339.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 55406
Sengupta, Meghdut, et al. “Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms.” Findings of the Association for Computational Linguistics: EMNLP 2023, edited by Houda Bouamor et al., Association for Computational Linguistics, 2023, pp. 4636–4659, doi:10.18653/v1/2023.findings-emnlp.308.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 51767
Beer, Fabian, and Christian Schulz. “The Return of Black Box Theory in Explainable AI.” 4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9.
LibreCat
2023 | Conference Paper | LibreCat-ID: 51766
Schulz, Christian, and Annedore Wilmes . Vernacular Metaphors of AI .
LibreCat
2023 | Conference Paper | LibreCat-ID: 55909 |
Wang, Yu, and Hendrik Buschmeier. “Does Listener Gaze in Face-to-Face Interaction Follow the Entropy Rate Constancy Principle: An Empirical Study.” Findings of the Association for Computational Linguistics: EMNLP 2023, 2023, pp. 15372–15379.
LibreCat
| Download (ext.)
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.
LibreCat
| Files available
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 56477
Liedeker, Felix, and Philipp Cimiano. A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations. 2023.
LibreCat
2023 | Conference Abstract | LibreCat-ID: 56478
Liedeker, Felix, and Philipp Cimiano. Dynamic Feature Selection in AI-Based Diagnostic Decision Support for Epilepsy. 2023.
LibreCat
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.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 55156
Fisher, Josephine Beryl, et al. “Exploring the Semantic Dialogue Patterns of Explanations – a Case Study of Game Explanations.” Proceedings of the 27th Workshop on the Semantics and Pragmatics of Dialogue , 2023.
LibreCat
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.
LibreCat
| DOI
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.
LibreCat
| 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.
LibreCat
| DOI
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.
LibreCat
| DOI