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37 Publications
2023 | Book Chapter | LibreCat-ID: 45862
Schreibfokussierte Graduiertenförderung: Reflexive Spezialisierung für interdisziplinäre Forschungskontexte
I. Scharlau, A. Karsten, in: B. Berendt, A. Fleischmann, G. Salmhofer, N. Schaper, B. Szczyrba, M. Wiemer, J. Wildt (Eds.), Neues Handbuch Hochschullehre, DUZ medienhaus, 2023, pp. 17–35.
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I. Scharlau, A. Karsten, in: B. Berendt, A. Fleischmann, G. Salmhofer, N. Schaper, B. Szczyrba, M. Wiemer, J. Wildt (Eds.), Neues Handbuch Hochschullehre, DUZ medienhaus, 2023, pp. 17–35.
2023 | Conference Paper | LibreCat-ID: 47448
Adding Why to What? Analyses of an Everyday Explanation
L. Terfloth, M. Schaffer, H.M. Buhl, C. Schulte, in: Springer, Cham, 2023.
LibreCat
| DOI
L. Terfloth, M. Schaffer, H.M. Buhl, C. Schulte, in: Springer, Cham, 2023.
2023 | Conference Paper | LibreCat-ID: 44853 | 
What is AI Ethics? Ethics as means of self-regulation and the need for critical reflection
S. Alpsancar, in: International Conference on Computer Ethics 2023, 2023, pp. 1--17.
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S. Alpsancar, in: International Conference on Computer Ethics 2023, 2023, pp. 1--17.
2023 | Journal Article | LibreCat-ID: 51743
From mental models to algorithmic imaginaries to co-constructive mental models
C. Schulz, Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften 2 (2023) 65–75.
LibreCat
| DOI
C. Schulz, Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften 2 (2023) 65–75.
2023 | Journal Article | LibreCat-ID: 51744
Tech/Imaginations – Introduction
C. Schulz, J. Schröter, Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften 2 (2023) 7–14.
LibreCat
| DOI
C. Schulz, J. Schröter, Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften 2 (2023) 7–14.
2023 | Special Issue | LibreCat-ID: 51741
Tech/Imaginations
C. Schulz, J. Schröter, C. Ernst, eds., Tech/Imaginations, Universi Verlag , 2023.
LibreCat
| DOI
C. Schulz, J. Schröter, C. Ernst, eds., Tech/Imaginations, Universi Verlag , 2023.
2023 | Journal Article | LibreCat-ID: 51345
A new algorithmic imaginary
C. Schulz, Media, Culture & Society 45 (2023) 646–655.
LibreCat
| DOI
C. Schulz, Media, Culture & Society 45 (2023) 646–655.
2023 | Preprint | LibreCat-ID: 51372
Towards Interpretability in Audio and Visual Affective Machine Learning: A Review
D. Johnson, O. Hakobyan, H. Drimalla, (2023).
LibreCat
D. Johnson, O. Hakobyan, H. Drimalla, (2023).
2023 | Journal Article | LibreCat-ID: 51371
EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study
B. Richter, F. Putze, G. Ivucic, M. Brandt, C. Schütze, R. Reisenhofer, B. Wrede, T. Schultz, Multimodal Technologies and Interaction 7 (2023).
LibreCat
| DOI
B. Richter, F. Putze, G. Ivucic, M. Brandt, C. Schütze, R. Reisenhofer, B. Wrede, T. Schultz, Multimodal Technologies and Interaction 7 (2023).
2023 | Conference Paper | LibreCat-ID: 51367
SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation
A. Robrecht, S. Kopp, in: Proceedings of the 15th International Conference on Agents and Artificial Intelligence, SCITEPRESS - Science and Technology Publications, 2023, pp. 48–58.
LibreCat
| DOI
A. Robrecht, S. Kopp, in: Proceedings of the 15th International Conference on Agents and Artificial Intelligence, SCITEPRESS - Science and Technology Publications, 2023, pp. 48–58.
2023 | Conference Paper | LibreCat-ID: 51370
Technical Transparency for Robot Navigation Through AR Visualizations
L. Dyck, H. Beierling, R. Helmert, A.-L. Vollmer, in: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, ACM, 2023, pp. 720–724.
LibreCat
| DOI
L. Dyck, H. Beierling, R. Helmert, A.-L. Vollmer, in: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, ACM, 2023, pp. 720–724.
2023 | Journal Article | LibreCat-ID: 51368
Does Explainability Require Transparency?
E. Esposito, Sociologica 16 (2023) 17–27.
LibreCat
| DOI
E. Esposito, Sociologica 16 (2023) 17–27.
2023 | Journal Article | LibreCat-ID: 51369
Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction
E. Esposito, Sociologica 16 (2023) 1–4.
LibreCat
| DOI
E. Esposito, Sociologica 16 (2023) 1–4.
2023 | Conference Paper | LibreCat-ID: 44849 |
Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual Speaker Characteristics
F. Rautenberg, M. Kuhlmann, J. Ebbers, J. Wiechmann, F. Seebauer, P. Wagner, R. Haeb-Umbach, in: Fortschritte Der Akustik - DAGA 2023, 2023, pp. 1409–1412.
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F. Rautenberg, M. Kuhlmann, J. Ebbers, J. Wiechmann, F. Seebauer, P. Wagner, R. Haeb-Umbach, in: Fortschritte Der Akustik - DAGA 2023, 2023, pp. 1409–1412.
2023 | Conference Paper | LibreCat-ID: 51162 |
Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain
J. Hanselle, J. Kornowicz, S. Heid, K. Thommes, E. Hüllermeier, in: Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings, 2023.
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J. Hanselle, J. Kornowicz, S. Heid, K. Thommes, E. Hüllermeier, in: Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings, 2023.
2023 | Book Chapter | LibreCat-ID: 48776
iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, Cham, 2023.
LibreCat
| DOI
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, Cham, 2023.
2023 | Book Chapter | LibreCat-ID: 48778
iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios
M. Muschalik, F. Fumagalli, R. Jagtani, B. Hammer, E. Huellermeier, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2023.
LibreCat
| DOI
M. Muschalik, F. Fumagalli, R. Jagtani, B. Hammer, E. Huellermeier, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2023.
2023 | Journal Article | LibreCat-ID: 50262
Incremental permutation feature importance (iPFI): towards online explanations on data streams
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning 112 (2023) 4863–4903.
LibreCat
| DOI
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, Machine Learning 112 (2023) 4863–4903.
2023 | Conference Paper | LibreCat-ID: 48775
On Feature Removal for Explainability in Dynamic Environments
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, in: ESANN 2023 Proceedings, i6doc.com publ., 2023.
LibreCat
| DOI
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, in: ESANN 2023 Proceedings, i6doc.com publ., 2023.
2023 | Conference Paper | LibreCat-ID: 52230
SHAP-IQ: Unified Approximation of any-order Shapley Interactions
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: NeurIPS 2023 - Advances in Neural Information Processing Systems, Curran Associates, Inc., 2023, pp. 11515--11551.
LibreCat
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: NeurIPS 2023 - Advances in Neural Information Processing Systems, Curran Associates, Inc., 2023, pp. 11515--11551.
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