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53 Publications
2023 | Journal Article | LibreCat-ID: 53356
P. Terhörst, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, and A. Kuijper, “Pixel-Level Face Image Quality Assessment for Explainable Face Recognition,” IEEE Transactions on Biometrics, Behavior, and Identity Science, vol. 5, no. 2, pp. 288–297, 2023, doi: 10.1109/tbiom.2023.3263186.
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2023 | Journal Article | LibreCat-ID: 50262
F. Fumagalli, M. Muschalik, E. Hüllermeier, and B. Hammer, “Incremental permutation feature importance (iPFI): towards online explanations on data streams,” Machine Learning, vol. 112, no. 12, pp. 4863–4903, 2023, doi: 10.1007/s10994-023-06385-y.
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2023 | Journal Article | LibreCat-ID: 48678
A. Groß et al., “Scaffolding the human partner by contrastive guidance in an explanatory human-robot dialogue,” Frontiers in Robotics and AI, vol. 10, 2023, doi: 10.3389/frobt.2023.1236184.
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2022 | Conference Paper | LibreCat-ID: 27506 | 
J.-P. Kucklick, “Visual Interpretability of Image-based Real Estate Appraisal,” presented at the Hawaii International Conference on System Science (HICSS), Virtual, 2022.
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2022 | Conference Paper | LibreCat-ID: 29539 |
J.-P. Kucklick, “Towards a model- and data-focused taxonomy of XAI systems,” presented at the Wirtschaftsinformatik 2022 (WI22), Nürnberg (online), 2022.
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2022 | Journal Article | LibreCat-ID: 30193
M. Meyer, T. Fichtler, C. Koldewey, and R. Dumitrescu, “Potentials and challenges of analyzing use phase data in product planning of manufacturing companies,” Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 36, Art. no. e14, 2022, doi: 10.1017/s0890060421000408.
LibreCat
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2022 | Journal Article | LibreCat-ID: 34046
C. Hoffmann and K. Thommes, “Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control,” IEEE Transactions on Human-Machine Systems, pp. 1–11, 2022, doi: 10.1109/thms.2022.3212335.
LibreCat
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2022 | Journal Article | LibreCat-ID: 44637
J. A. Hoppe et al., “When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty,” Computers in Human Behavior Reports, vol. 9, Art. no. 100258, 2022, doi: 10.1016/j.chbr.2022.100258.
LibreCat
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2022 | Journal Article | LibreCat-ID: 34295
J. A. Hoppe et al., “When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty,” Computers in Human Behavior Reports, Art. no. 100258, 2022, doi: 10.1016/j.chbr.2022.100258.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 44636
J. A. Hoppe et al., “When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty,” Computers in Human Behavior Reports, vol. 9, Art. no. 100258, 2022, doi: 10.1016/j.chbr.2022.100258.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 51348
U. Schmid and B. Wrede, “What is Missing in XAI So Far?,” KI - Künstliche Intelligenz, vol. 36, no. 3–4, pp. 303–315, 2022, doi: 10.1007/s13218-022-00786-2.
LibreCat
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2022 | Journal Article | LibreCat-ID: 51366
U. Schmid and B. Wrede, “Explainable AI,” KI - Künstliche Intelligenz, vol. 36, no. 3–4, pp. 207–210, 2022, doi: 10.1007/s13218-022-00788-0.
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2022 | Journal Article | LibreCat-ID: 51365
B. Wrede, “AI: Back to the Roots?,” KI - Künstliche Intelligenz, vol. 36, no. 2, pp. 117–120, 2022, doi: 10.1007/s13218-022-00773-7.
LibreCat
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2022 | Journal Article | LibreCat-ID: 52862
A.-Y. Turhan, “A Double Take at Conferences: The Hybrid Format,” KI - Künstliche Intelligenz, vol. 36, no. 1, pp. 1–4, 2022, doi: 10.1007/s13218-022-00758-6.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 53236
M. Tavana, A. Shaabani, D. Di Caprio, and A. Bonyani, “A novel Interval Type-2 Fuzzy best-worst method and combined compromise solution for evaluating eco-friendly packaging alternatives,” Expert Systems with Applications, vol. 200, Art. no. 117188, 2022, doi: 10.1016/j.eswa.2022.117188.
LibreCat
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2022 | Journal Article | LibreCat-ID: 45849
Y. Mahmood and A. Meier, “Parameterised complexity of model checking and satisfiability in propositional dependence logic,” Annals of Mathematics and Artificial Intelligence, vol. 90, no. 2–3, pp. 271–296, 2022, doi: 10.1007/s10472-021-09730-w.
LibreCat
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2022 | Journal Article | LibreCat-ID: 33684 |
R. Schade et al., “Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms,” Parallel Computing, vol. 111, Art. no. 102920, 2022, doi: 10.1016/j.parco.2022.102920.
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2022 | Journal Article | LibreCat-ID: 48780
M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Agnostic Explanation of Model Change based on Feature Importance,” KI - Künstliche Intelligenz, vol. 36, no. 3–4, pp. 211–224, 2022, doi: 10.1007/s13218-022-00766-6.
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| DOI
2022 | Journal Article | LibreCat-ID: 44638
J. A. Hoppe et al., “When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty,” Computers in Human Behavior Reports, vol. 9, Art. no. 100258, 2022, doi: 10.1016/j.chbr.2022.100258.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 34703
K. Rohlfing et al., “Social/dialogical roles of social robots in supporting children’s learning of language and literacy—A review and analysis of innovative roles,” Frontiers in Robotics and AI, vol. 9, 2022, doi: 10.3389/frobt.2022.971749.
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