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78 Publications
2024 | Conference Paper | LibreCat-ID: 55311
@inproceedings{Kolpaczki_Muschalik_Fumagalli_Hammer_Huellermeier_2024, series={Proceedings of Machine Learning Research}, title={SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification}, volume={238}, booktitle={Proceedings of The 27th International Conference on Artificial Intelligence and Statistics}, publisher={PMLR}, author={Kolpaczki, Patrick and Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, editor={Dasgupta, Sanjoy and Mandt, Stephan and Li, Yingzhen}, year={2024}, pages={3520–3528}, collection={Proceedings of Machine Learning Research} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 58223
@inproceedings{Fumagalli_Muschalik_Kolpaczki_Hüllermeier_Hammer_2024, series={Proceedings of Machine Learning Research}, title={KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions}, volume={235}, booktitle={Proceedings of the 41st International Conference on Machine Learning}, publisher={PMLR}, author={Fumagalli, Fabian and Muschalik, Maximilian and Kolpaczki, Patrick and Hüllermeier, Eyke and Hammer, Barbara}, editor={Salakhutdinov, Ruslan and Kolter, Zico and Heller, Katherine and Weller, Adrian and Oliver, Nuria and Scarlett, Jonathan and Berkenkamp, Felix}, year={2024}, pages={14308–14342}, collection={Proceedings of Machine Learning Research} }
LibreCat
2024 | Journal Article | LibreCat-ID: 54907
@article{Heid_Hanselle_Fürnkranz_Hüllermeier_2024, title={Learning decision catalogues for situated decision making: The case of scoring systems}, volume={171}, DOI={10.1016/j.ijar.2024.109190}, number={109190}, journal={International Journal of Approximate Reasoning}, publisher={Elsevier BV}, author={Heid, Stefan and Hanselle, Jonas Manuel and Fürnkranz, Johannes and Hüllermeier, Eyke}, year={2024} }
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2024 | Conference Paper | LibreCat-ID: 55917 | 
@inproceedings{Booshehri_Buschmeier_Cimiano_2024, place={Santiago de Compostela, Spain}, title={Towards a BFO-based ontology of understanding in explanatory interactions}, booktitle={Proceedings of the 4th International Workshop on Data Meets Applied Ontologies in Explainable AI (DAO-XAI)}, publisher={International Association for Ontology and its Applications}, author={Booshehri, Meisam and Buschmeier, Hendrik and Cimiano, Philipp}, year={2024} }
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2024 | Conference Paper | LibreCat-ID: 57204 |
@inproceedings{Lazarov_Grimminger_2024, title={Variations in explainers’ gesture deixis in explanations related to the monitoring of explainees’ understanding}, volume={46}, booktitle={Proceedings of the Annual Meeting of the Cognitive Science Society}, author={Lazarov, Stefan Teodorov and Grimminger, Angela}, year={2024} }
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2024 | Journal Article | LibreCat-ID: 53072 |
@article{Banh_Tünnermann_Rohlfing_Scharlau_2024, title={Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution}, volume={15}, DOI={10.3389/fpsyg.2024.1451309}, journal={Frontiers in Psychology}, author={Banh, Ngoc Chi and Tünnermann, Jan and Rohlfing, Katharina J. and Scharlau, Ingrid}, year={2024} }
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2024 | Conference Paper | LibreCat-ID: 55404
@inproceedings{Alshomary_Lange_Booshehri_Sengupta_Cimiano_Wachsmuth_2024, place={Torino, Italia}, title={Modeling the Quality of Dialogical Explanations}, booktitle={Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)}, publisher={ELRA and ICCL}, author={Alshomary, Milad and Lange, Felix and Booshehri, Meisam and Sengupta, Meghdut and Cimiano, Philipp and Wachsmuth, Henning}, editor={Calzolari, Nicoletta and Kan, Min-Yen and Hoste, Veronique and Lenci, Alessandro and Sakti, Sakriani and Xue, Nianwen}, year={2024}, pages={11523–11536} }
LibreCat
2024 | Journal Article | LibreCat-ID: 58109 |
@article{Scharlau_Körber_Sengupta_Wachsmuth_2024, title={When to use a metaphor: Metaphors in dialogical explanations with addressees of different expertise}, volume={3}, journal={Frontiers in Language Sciences}, author={Scharlau, Ingrid and Körber, Miriam and Sengupta, Meghdut and Wachsmuth, Henning}, year={2024}, pages={1474924} }
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2024 | Conference Paper | LibreCat-ID: 58722
@inproceedings{Spliethöver_Menon_Wachsmuth_2024, place={Bangkok, Thailand}, title={Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness}, DOI={10.18653/v1/2024.findings-acl.553}, booktitle={Findings of the Association for Computational Linguistics: ACL 2024}, publisher={Association for Computational Linguistics}, author={Spliethöver, Maximilian and Menon, Sai Nikhil and Wachsmuth, Henning}, editor={Ku, Lun-Wei and Martins, Andre and Srikumar, Vivek}, year={2024}, pages={9294–9313} }
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2024 | Conference Paper | LibreCat-ID: 55403 |
@inproceedings{Buschmeier_Cimiano_Kopp_Kornowicz_Lammert_Matarese_Mindlin_Robrecht_Vollmer_Wagner_et al._2024, title={Towards a Computational Architecture for Co-Constructive Explainable Systems}, DOI={10.1145/3648505.3648509}, booktitle={Proceedings of the 2024 Workshop on Explainability Engineering}, publisher={ACM}, author={Buschmeier, Hendrik and Cimiano, Philipp and Kopp, Stefan and Kornowicz, Jaroslaw and Lammert, Olesja and Matarese, Marco and Mindlin, Dimitry and Robrecht, Amelie Sophie and Vollmer, Anna-Lisa and Wagner, Petra and et al.}, year={2024}, pages={20–25} }
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2023 | Conference Paper | LibreCat-ID: 48355 |
@inproceedings{Rautenberg_Kuhlmann_Wiechmann_Seebauer_Wagner_Haeb-Umbach_2023, title={On Feature Importance and Interpretability of Speaker Representations}, booktitle={ITG Conference on Speech Communication}, author={Rautenberg, Frederik and Kuhlmann, Michael and Wiechmann, Jana and Seebauer, Fritz and Wagner, Petra and Haeb-Umbach, Reinhold}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 48410 |
@inproceedings{Wiechmann_Rautenberg_Wagner_Haeb-Umbach_2023, title={Explaining voice characteristics to novice voice practitioners-How successful is it?}, booktitle={20th International Congress of the Phonetic Sciences (ICPhS) }, author={Wiechmann, Jana and Rautenberg, Frederik and Wagner, Petra and Haeb-Umbach, Reinhold}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 48595
@inproceedings{Peters_Visser_2023, place={Cham}, title={The Importance of Distrust in AI}, DOI={10.1007/978-3-031-44070-0_15}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Peters, Tobias Martin and Visser, Roel W.}, year={2023} }
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2023 | Journal Article | LibreCat-ID: 48777
@article{Fumagalli_Muschalik_Hüllermeier_Hammer_2023, title={Incremental permutation feature importance (iPFI): towards online explanations on data streams}, DOI={10.1007/s10994-023-06385-y}, journal={Machine Learning}, publisher={Springer Science and Business Media LLC}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and Hammer, Barbara}, year={2023} }
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2023 | Journal Article | LibreCat-ID: 48779
@article{Artelt_Visser_Hammer_2023, title={“I do not know! but why?” — Local model-agnostic example-based explanations of reject}, volume={558}, DOI={10.1016/j.neucom.2023.126722}, number={126722}, journal={Neurocomputing}, publisher={Elsevier BV}, author={Artelt, André and Visser, Roel and Hammer, Barbara}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 47448
@inproceedings{Terfloth_Schaffer_Buhl_Schulte_2023, title={Adding Why to What? Analyses of an Everyday Explanation}, DOI={10.1007/978-3-031-44070-0_13}, publisher={Springer, Cham}, author={Terfloth, Lutz and Schaffer, Michael and Buhl, Heike M. and Schulte, Carsten}, year={2023} }
LibreCat
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2023 | Conference Paper | LibreCat-ID: 44853 |
@inproceedings{Alpsancar_2023, title={What is AI Ethics? Ethics as means of self-regulation and the need for critical reflection }, volume={1}, number={1}, booktitle={International Conference on Computer Ethics 2023}, author={Alpsancar, Suzana}, year={2023}, pages={1--17} }
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2023 | Journal Article | LibreCat-ID: 51345
@article{Schulz_2023, title={A new algorithmic imaginary}, volume={45}, DOI={10.1177/01634437221136014}, number={3}, journal={Media, Culture & Society}, publisher={SAGE Publications}, author={Schulz, Christian}, year={2023}, pages={646–655} }
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2023 | Preprint | LibreCat-ID: 51372
@article{Johnson_Hakobyan_Drimalla_2023, title={Towards Interpretability in Audio and Visual Affective Machine Learning: A Review}, author={Johnson, David and Hakobyan, Olya and Drimalla, Hanna}, year={2023} }
LibreCat
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} }
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