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2814 Publications
2023 | Preprint | LibreCat-ID: 51372
Johnson D, Hakobyan O, Drimalla H. Towards Interpretability in Audio and Visual Affective Machine Learning: A Review. Published online 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 51371
Richter B, Putze F, Ivucic G, et al. EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study. Multimodal Technologies and Interaction. 2023;7(4). doi:10.3390/mti7040037
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 51367
Robrecht A, Kopp S. SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation. In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence. SCITEPRESS - Science and Technology Publications; 2023:48-58. doi:10.5220/0011671300003393
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 51370
Dyck L, Beierling H, Helmert R, Vollmer A-L. Technical Transparency for Robot Navigation Through AR Visualizations. In: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction. ACM; 2023:720-724. doi:10.1145/3568294.3580181
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 51368
Esposito E. Does Explainability Require Transparency? Sociologica. 2023;16(3):17-27. doi:10.6092/ISSN.1971-8853/15804
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 51369
Esposito E. Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction. Sociologica. 2023;16(3):1-4. doi:10.6092/ISSN.1971-8853/16265
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 50289
Bohl BW, Ried D. »Play it again, Sam« – Levels of Complexity in Encoding Performance Personnel. In: Weigl DM, ed. Music Encoding Conference Proceedings 2022. ; 2023. doi:10.17613/XN3G-VS35
LibreCat
| DOI
2023 | Research Data | LibreCat-ID: 51684
Ried D, Capelle I, Minetti E. HenDi-ODD v2.0.0. Henze-Digital; 2023. doi:10.5281/ZENODO.10391194
LibreCat
| DOI
2023 | Research Data | LibreCat-ID: 51680
Ried D. HenDi-WebApp v1.0.0. Henze-Digital; 2023. doi:10.5281/ZENODO.8304639
LibreCat
| DOI
2023 | Research Data | LibreCat-ID: 51683
Ried D, Capelle I, Minetti E. HenDi-ODD v1.0.0. Henze-Digital; 2023. doi:10.5281/ZENODO.8304804
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| DOI
2023 | Research Data | LibreCat-ID: 51681
Ried D. HenDi-WebApp v2.0.0. Henze-Digital; 2023. doi:10.5281/ZENODO.10390049
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| DOI
2023 | Conference Paper | LibreCat-ID: 44849 | 
Rautenberg F, Kuhlmann M, Ebbers J, et al. Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual Speaker Characteristics. In: Fortschritte Der Akustik - DAGA 2023. ; 2023:1409-1412.
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2023 | Book Chapter | LibreCat-ID: 48776
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams. In: Machine Learning and Knowledge Discovery in Databases: Research Track. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-43418-1_26
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| DOI
2023 | Book Chapter | LibreCat-ID: 48778
Muschalik M, Fumagalli F, Jagtani R, Hammer B, Huellermeier E. iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios. In: Communications in Computer and Information Science. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-44064-9_11
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| DOI
2023 | Journal Article | LibreCat-ID: 50262
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning. 2023;112(12):4863-4903. doi:10.1007/s10994-023-06385-y
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| DOI
2023 | Conference Paper | LibreCat-ID: 48775
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. On Feature Removal for Explainability in Dynamic Environments. In: ESANN 2023 Proceedings. i6doc.com publ.; 2023. doi:10.14428/esann/2023.es2023-148
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| DOI
2023 | Conference Paper | LibreCat-ID: 52230
Fumagalli F, Muschalik M, Kolpaczki P, Hüllermeier E, Hammer B. SHAP-IQ: Unified Approximation of any-order Shapley Interactions. In: NeurIPS 2023 - Advances in Neural Information Processing Systems. Vol 36. Curran Associates, Inc.; 2023:11515--11551.
LibreCat
2023 | Conference Paper | LibreCat-ID: 47084
Koers T, Magyar B. Determination and Compensation of the Shrinkage Behavior of Cylindrical Elements in the FDM Process. In: Beaman J, ed. Proceedings of the 34th Annual International Solid Freeform Fabrication Symposium 2023. Vol 34. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 48790
Lammers S, Koers T, Magyar B, Zimmer D, Lieneke T. Depiction of support structures in technical drawings. In: Beaman J, ed. Proceedings of the 34th Annual International Solid Freeform Fabrication Symposium 2023. Vol 34. ; 2023.
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2023 | Conference Abstract | LibreCat-ID: 47487 |
Kepper J, Münzmay A. Open Data in musikphilologischen Projekten: Herausforderungen, Strategien, Potenziale. In: DHd2023: Open Humanities, Open Culture. ; 2023. doi:10.5281/ZENODO.7715387
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