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37 Publications
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 | Journal Article | LibreCat-ID: 48543 |
@article{Groß_Singh_Banh_Richter_Scharlau_Rohlfing_Wrede_2023, title={Scaffolding the human partner by contrastive guidance in an explanatory human-robot dialogue}, volume={10}, DOI={10.3389/frobt.2023.1236184}, journal={Frontiers in Robotics and AI}, author={Groß, A. and Singh, Amit and Banh, Ngoc Chi and Richter, B. and Scharlau, Ingrid and Rohlfing, Katharina J. and Wrede, B.}, 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: 48285
@inproceedings{Lebedeva_Kornowicz_Lammert_Papenkordt_2023, series={Artificial Intelligence in HCI}, title={The Role of Response Time for Algorithm Aversion in Fast and Slow Thinking Tasks}, DOI={10.1007/978-3-031-35891-3_9}, booktitle={Artificial Intelligence in HCI}, author={Lebedeva, Anastasia and Kornowicz, Jaroslaw and Lammert, Olesja and Papenkordt, Jörg}, year={2023}, collection={Artificial Intelligence in HCI} }
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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 | Conference Paper | LibreCat-ID: 46069
@inproceedings{Seebauer_Kuhlmann_Haeb-Umbach_Wagner_2023, title={Re-examining the quality dimensions of synthetic speech}, booktitle={12th Speech Synthesis Workshop (SSW) 2023}, author={Seebauer, Fritz and Kuhlmann, Michael and Haeb-Umbach, Reinhold and Wagner, Petra}, year={2023} }
LibreCat
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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| DOI
2023 | Journal Article | LibreCat-ID: 48603
@article{Reijers_2023, title={Technology and Civic Virtue}, volume={36}, DOI={10.1007/s13347-023-00669-w}, number={471}, journal={Philosophy & Technology}, publisher={Springer Science and Business Media LLC}, author={Reijers, Wessel}, year={2023} }
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2023 | Journal Article | LibreCat-ID: 47953
@article{Kornowicz_Thommes_2023, title={Aggregating Human Domain Knowledge for Feature Ranking}, DOI={10.1007/978-3-031-35891-3_7}, journal={Artificial Intelligence in HCI}, publisher={Springer Nature Switzerland}, author={Kornowicz, Jaroslaw and Thommes, Kirsten}, year={2023} }
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| DOI
2023 | Journal Article | LibreCat-ID: 49516
@article{Groß_Schütze_Brandt_Wrede_Richter_2023, title={RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research}, volume={10}, DOI={10.3389/frobt.2023.1245501}, journal={Frontiers in Robotics and AI}, publisher={Frontiers Media SA}, author={Groß, André and Schütze, Christian and Brandt, Mara and Wrede, Britta and Richter, Birte}, year={2023} }
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2023 | Book Chapter | LibreCat-ID: 45862
@inbook{Scharlau_Karsten_2023, series={G 4.18}, title={Schreibfokussierte Graduiertenförderung: Reflexive Spezialisierung für interdisziplinäre Forschungskontexte}, volume={111}, booktitle={Neues Handbuch Hochschullehre}, publisher={DUZ medienhaus}, author={Scharlau, Ingrid and Karsten, Andrea}, editor={Berendt, Brigitte and Fleischmann, Andreas and Salmhofer, Gudrun and Schaper, Niclas and Szczyrba, Birgit and Wiemer, Matthias and Wildt, Johannes}, year={2023}, pages={17–35}, collection={G 4.18} }
LibreCat
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: 51743
@article{Schulz_2023, title={From mental models to algorithmic imaginaries to co-constructive mental models}, volume={2}, DOI={http://dx.doi.org/10.25819/ubsi/10428}, journal={Navigationen – Zeitschrift für Medien- und Kulturwissenschaften }, publisher={Universi Verlag }, author={Schulz, Christian}, year={2023}, pages={65–75} }
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| DOI
2023 | Journal Article | LibreCat-ID: 51744
@article{Schulz_Schröter_2023, title={Tech/Imaginations – Introduction}, volume={2}, DOI={http://dx.doi.org/10.25819/ubsi/10428}, journal={Navigationen – Zeitschrift für Medien- und Kulturwissenschaften }, publisher={Universi Verlag }, author={Schulz, Christian and Schröter, Jens}, year={2023}, pages={7–14} }
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2023 | Special Issue | LibreCat-ID: 51741
@book{Schulz_Schröter_Ernst_2023, title={Tech/Imaginations}, volume={2}, DOI={http://dx.doi.org/10.25819/ubsi/10428}, journal={Navigationen – Zeitschrift für Medien- und Kulturwissenschaften }, publisher={Universi Verlag }, year={2023} }
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| DOI
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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| DOI
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} }
LibreCat
| DOI
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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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 | Conference Paper | LibreCat-ID: 51162 |
@inproceedings{Hanselle_Kornowicz_Heid_Thommes_Hüllermeier_2023, title={Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain}, booktitle={Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings}, author={Hanselle, Jonas and Kornowicz, Jaroslaw and Heid, Stefan and Thommes, Kirsten and Hüllermeier, Eyke}, year={2023} }
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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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| DOI
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} }
LibreCat
| DOI
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} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48775
@inproceedings{Fumagalli_Muschalik_Hüllermeier_Hammer_2023, title={On Feature Removal for Explainability in Dynamic Environments}, DOI={10.14428/esann/2023.es2023-148}, booktitle={ESANN 2023 proceedings}, publisher={i6doc.com publ.}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and Hammer, Barbara}, year={2023} }
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| DOI
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 | Conference Paper | LibreCat-ID: 52475
@inproceedings{Sengupta_Alshomary_Scharlau_Wachsmuth_2023, 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}, year={2023} }
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| DOI
2023 | Conference Paper | LibreCat-ID: 52477
@inproceedings{Sengupta_Alshomary_Wachsmuth_2023, title={Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning}, DOI={10.18653/v1/2022.flp-1.19}, booktitle={Proceedings of the 3rd Workshop on Figurative Language Processing (FLP)}, publisher={Association for Computational Linguistics}, author={Sengupta, Meghdut and Alshomary, Milad and Wachsmuth, Henning}, year={2023} }
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2023 | Journal Article | LibreCat-ID: 43437 |
@article{Klowait_2023, title={On the Multimodal Resolution of a Search Sequence in Virtual Reality}, volume={2023}, DOI={10.1155/2023/8417012}, journal={Human Behavior and Emerging Technologies}, publisher={Hindawi Limited}, author={Klowait, Nils}, year={2023}, pages={1–15} }
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2023 | Journal Article | LibreCat-ID: 45599
@article{Klowait_Erofeeva_2023, title={Halting the Decay of Talk}, volume={6}, DOI={10.7146/si.v6i1.136903}, number={1}, journal={Social Interaction. Video-Based Studies of Human Sociality}, publisher={Det Kgl. Bibliotek/Royal Danish Library}, author={Klowait, Nils and Erofeeva, Maria}, year={2023} }
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2023 | Conference Abstract | LibreCat-ID: 46283 |
@inproceedings{Banh_Scharlau_2023, title={First steps towards real-time assessment of attentional weights and capacity according to TVA}, DOI={10.23668/PSYCHARCHIVES.12945}, booktitle={Abstracts of the 65th TeaP}, publisher={ZPID (Leibniz Institute for Psychology)}, author={Banh, Ngoc Chi and Scharlau, Ingrid}, editor={Merz, Simon and Frings, Christian and Leuchtenberg, Bettina and Moeller, Birte and Mueller, Stefanie and Neumann, Roland and Pastötter, Bernhard and Pingen, Leah and Schui, Gabriel}, year={2023} }
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2023 | Journal Article | LibreCat-ID: 48280
@article{Schütze_Lammert_Richter_Thommes_Wrede_2023, title={Emotional Debiasing Explanations for Decisions in HCI}, DOI={10.1007/978-3-031-35891-3_20}, journal={Artificial Intelligence in HCI}, author={Schütze, Christian and Lammert, Olesja and Richter, Birte and Thommes, Kirsten and Wrede, Britta}, year={2023} }
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