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79 Publications
2023 | Journal Article | LibreCat-ID: 51371
@article{Richter_Putze_Ivucic_Brandt_Schütze_Reisenhofer_Wrede_Schultz_2023, title={EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study}, volume={7}, DOI={10.3390/mti7040037}, number={437}, journal={Multimodal Technologies and Interaction}, publisher={MDPI AG}, author={Richter, Birte and Putze, Felix and Ivucic, Gabriel and Brandt, Mara and Schütze, Christian and Reisenhofer, Rafael and Wrede, Britta and Schultz, Tanja}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 51370
@inproceedings{Dyck_Beierling_Helmert_Vollmer_2023, title={Technical Transparency for Robot Navigation Through AR Visualizations}, DOI={10.1145/3568294.3580181}, booktitle={Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction}, publisher={ACM}, author={Dyck, Leonie and Beierling, Helen and Helmert, Robin and Vollmer, Anna-Lisa}, year={2023}, pages={720–724} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 51368
@article{Esposito_2023, title={Does Explainability Require Transparency?}, volume={16}, DOI={10.6092/ISSN.1971-8853/15804}, number={3}, journal={Sociologica}, author={Esposito, Elena }, year={2023}, pages={17–27} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 51369
@article{Esposito_2023, title={Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction}, volume={16}, DOI={10.6092/ISSN.1971-8853/16265}, number={3}, journal={Sociologica}, author={Esposito, Elena}, year={2023}, pages={1–4} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 44849 | 
@inproceedings{Rautenberg_Kuhlmann_Ebbers_Wiechmann_Seebauer_Wagner_Haeb-Umbach_2023, title={Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual Speaker Characteristics}, booktitle={Fortschritte der Akustik - DAGA 2023}, author={Rautenberg, Frederik and Kuhlmann, Michael and Ebbers, Janek and Wiechmann, Jana and Seebauer, Fritz and Wagner, Petra and Haeb-Umbach, Reinhold}, year={2023}, pages={1409–1412} }
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2023 | Conference Paper | LibreCat-ID: 52230
@inproceedings{Fumagalli_Muschalik_Kolpaczki_Hüllermeier_Hammer_2023, title={SHAP-IQ: Unified Approximation of any-order Shapley Interactions}, volume={36}, booktitle={NeurIPS 2023 - Advances in Neural Information Processing Systems}, publisher={Curran Associates, Inc.}, author={Fumagalli, Fabian and Muschalik, Maximilian and Kolpaczki, Patrick and Hüllermeier, Eyke and Hammer, Barbara}, year={2023}, pages={11515--11551} }
LibreCat
2023 | Book Chapter | LibreCat-ID: 54909
@inbook{Hanselle_Fürnkranz_Hüllermeier_2023, place={Cham}, title={Probabilistic Scoring Lists for Interpretable Machine Learning}, DOI={10.1007/978-3-031-45275-8_13}, booktitle={Discovery Science}, publisher={Springer Nature Switzerland}, author={Hanselle, Jonas Manuel and Fürnkranz, Johannes and Hüllermeier, Eyke}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 55155
@inproceedings{Robrecht_Kopp_2023, title={SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation}, DOI={10.5220/0011671300003393}, booktitle={Proceedings of the 15th International Conference on Agents and Artificial Intelligence}, publisher={SCITEPRESS - Science and Technology Publications}, author={Robrecht, Amelie and Kopp, Stefan}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 55152
@inproceedings{Robrecht_Rothgänger_Kopp_2023, title={A Study on the Benefits and Drawbacks of Adaptivity in AI-generated Explanations}, DOI={10.1145/3570945.3607339}, booktitle={Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents}, publisher={ACM}, author={Robrecht, Amelie and Rothgänger, Markus and Kopp, Stefan}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 55406
@inproceedings{Sengupta_Alshomary_Scharlau_Wachsmuth_2023, place={Singapore}, title={Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms}, DOI={10.18653/v1/2023.findings-emnlp.308}, booktitle={Findings of the Association for Computational Linguistics: EMNLP 2023}, publisher={Association for Computational Linguistics}, author={Sengupta, Meghdut and Alshomary, Milad and Scharlau, Ingrid and Wachsmuth, Henning}, editor={Bouamor, Houda and Pino, Juan and Bali, Kalika}, year={2023}, pages={4636–4659} }
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| DOI
2023 | Conference Paper | LibreCat-ID: 51767
@inproceedings{Beer_Schulz, title={The Return of Black Box Theory in Explainable AI}, booktitle={4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9}, author={Beer, Fabian and Schulz, Christian} }
LibreCat
2023 | Conference Paper | LibreCat-ID: 51766
@inproceedings{Schulz_Wilmes , place={ICA Preconference Workshop “History of Digital Metaphors”, University of Toronto, May 25 }, title={Vernacular Metaphors of AI }, author={Schulz, Christian and Wilmes , Annedore } }
LibreCat
2023 | Conference Paper | LibreCat-ID: 55909 |
@inproceedings{Wang_Buschmeier_2023, place={Singapore}, title={Does listener gaze in face-to-face interaction follow the Entropy Rate Constancy principle: An empirical study}, booktitle={Findings of the Association for Computational Linguistics: EMNLP 2023}, author={Wang, Yu and Buschmeier, Hendrik}, year={2023}, pages={15372–15379} }
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2023 | Conference Paper | LibreCat-ID: 46067 |
@inproceedings{Singh_Rohlfing_2023, place={Sydney, Australia}, title={Contrastiveness in the context of action demonstration: an eye-tracking study on its effects on action perception and action recall}, booktitle={Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45)}, publisher={Cognitive Science Society}, author={Singh, Amit and Rohlfing, Katharina J.}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 56477
@inproceedings{Liedeker_Cimiano_2023, title={A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations}, author={Liedeker, Felix and Cimiano, Philipp}, year={2023} }
LibreCat
2023 | Conference Abstract | LibreCat-ID: 56478
@inproceedings{Liedeker_Cimiano_2023, title={Dynamic Feature Selection in AI-based Diagnostic Decision Support for Epilepsy}, author={Liedeker, Felix and Cimiano, Philipp}, year={2023} }
LibreCat
2023 | Preprint | LibreCat-ID: 56663
@article{Buschmeier_Buhl_Kern_Grimminger_Beierling_Fisher_Groß_Horwath_Klowait_Lazarov_et al._2023, title={Forms of Understanding of XAI-Explanations}, journal={arXiv:2311.08760}, author={Buschmeier, Hendrik and Buhl, Heike M. and Kern, Friederike and Grimminger, Angela and Beierling, Helen and Fisher, Josephine and Groß, André and Horwath, Ilona and Klowait, Nils and Lazarov, Stefan and et al.}, year={2023} }
LibreCat
| arXiv
2023 | Conference Paper | LibreCat-ID: 51367
@inproceedings{Robrecht_Kopp_2023, title={SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation}, DOI={10.5220/0011671300003393}, booktitle={Proceedings of the 15th International Conference on Agents and Artificial Intelligence}, publisher={SCITEPRESS - Science and Technology Publications}, author={Robrecht, Amelie and Kopp, Stefan}, year={2023}, pages={48–58} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 55156
@inproceedings{Fisher_Robrecht_Kopp_Rohlfing_2023, title={Exploring the Semantic Dialogue Patterns of Explanations – a Case Study of Game Explanations}, booktitle={Proceedings of the 27th Workshop on the Semantics and Pragmatics of Dialogue }, author={Fisher, Josephine Beryl and Robrecht, Amelie and Kopp, Stefan and Rohlfing, Katharina J.}, year={2023} }
LibreCat
2023 | Journal Article | LibreCat-ID: 50262
@article{Fumagalli_Muschalik_Hüllermeier_Hammer_2023, title={Incremental permutation feature importance (iPFI): towards online explanations on data streams}, volume={112}, DOI={10.1007/s10994-023-06385-y}, number={12}, journal={Machine Learning}, publisher={Springer Science and Business Media LLC}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and Hammer, Barbara}, year={2023}, pages={4863–4903} }
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