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35 Publications
2024 | Journal Article | LibreCat-ID: 53073
@article{Muschalik_Fumagalli_Hammer_Huellermeier_2024, title={Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles}, volume={38}, DOI={10.1609/aaai.v38i13.29352}, number={13}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={14388–14396} }
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2024 | Conference Abstract | LibreCat-ID: 53069 | 
@inproceedings{Banh_Scharlau_2024, title={Effects of task difficulty on visual processing speed}, author={Banh, Ngoc Chi and Scharlau, Ingrid}, year={2024} }
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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: 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} }
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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} }
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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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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} }
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| 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} }
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| 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 | Book Chapter | LibreCat-ID: 48776
@inbook{Muschalik_Fumagalli_Hammer_Huellermeier_2023, place={Cham}, title={iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams}, DOI={10.1007/978-3-031-43418-1_26}, booktitle={Machine Learning and Knowledge Discovery in Databases: Research Track}, publisher={Springer Nature Switzerland}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2023} }
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2023 | Book Chapter | LibreCat-ID: 48778
@inbook{Muschalik_Fumagalli_Jagtani_Hammer_Huellermeier_2023, place={Cham}, title={iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios}, DOI={10.1007/978-3-031-44064-9_11}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Muschalik, Maximilian and Fumagalli, Fabian and Jagtani, Rohit and Hammer, Barbara and Huellermeier, Eyke}, year={2023} }
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