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53 Publications
2023 | Journal Article | LibreCat-ID: 53356
Terhörst, Philipp, et al. “Pixel-Level Face Image Quality Assessment for Explainable Face Recognition.” IEEE Transactions on Biometrics, Behavior, and Identity Science, vol. 5, no. 2, Institute of Electrical and Electronics Engineers (IEEE), 2023, pp. 288–97, doi:10.1109/tbiom.2023.3263186.
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2023 | Journal Article | LibreCat-ID: 50262
Fumagalli, Fabian, et al. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning, vol. 112, no. 12, Springer Science and Business Media LLC, 2023, pp. 4863–903, doi:10.1007/s10994-023-06385-y.
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2023 | Journal Article | LibreCat-ID: 48678
Groß, André, et al. “Scaffolding the Human Partner by Contrastive Guidance in an Explanatory Human-Robot Dialogue.” Frontiers in Robotics and AI, vol. 10, Frontiers Media SA, 2023, doi:10.3389/frobt.2023.1236184.
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2022 | Conference Paper | LibreCat-ID: 27506 | 
Kucklick, Jan-Peter. “Visual Interpretability of Image-Based Real Estate Appraisal.” 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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2022 | Conference Paper | LibreCat-ID: 29539 |
Kucklick, Jan-Peter. “Towards a Model- and Data-Focused Taxonomy of XAI Systems.” Wirtschaftsinformatik 2022 Proceedings, 2022.
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2022 | Journal Article | LibreCat-ID: 30193
Meyer, Maurice, et al. “Potentials and Challenges of Analyzing Use Phase Data in Product Planning of Manufacturing Companies.” Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 36, e14, Cambridge University Press (CUP), 2022, doi:10.1017/s0890060421000408.
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2022 | Journal Article | LibreCat-ID: 34046
Hoffmann, Christin, and Kirsten Thommes. “Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers’ Use of Cruise Control.” IEEE Transactions on Human-Machine Systems, Institute of Electrical and Electronics Engineers (IEEE), 2022, pp. 1–11, doi:10.1109/thms.2022.3212335.
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2022 | Journal Article | LibreCat-ID: 44637
Hoppe, Julia Amelie, 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, 100258, Elsevier BV, 2022, doi:10.1016/j.chbr.2022.100258.
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2022 | Journal Article | LibreCat-ID: 34295
Hoppe, Julia Amelie, 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, 100258, Elsevier BV, 2022, doi:10.1016/j.chbr.2022.100258.
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2022 | Journal Article | LibreCat-ID: 44636
Hoppe, Julia A., 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, 100258, Elsevier BV, 2022, doi:10.1016/j.chbr.2022.100258.
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2022 | Journal Article | LibreCat-ID: 51348
Schmid, Ute, and Britta Wrede. “What Is Missing in XAI So Far?” KI - Künstliche Intelligenz, vol. 36, no. 3–4, Springer Science and Business Media LLC, 2022, pp. 303–15, doi:10.1007/s13218-022-00786-2.
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2022 | Journal Article | LibreCat-ID: 51366
Schmid, Ute, and Britta Wrede. “Explainable AI.” KI - Künstliche Intelligenz, vol. 36, no. 3–4, Springer Science and Business Media LLC, 2022, pp. 207–10, doi:10.1007/s13218-022-00788-0.
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2022 | Journal Article | LibreCat-ID: 51365
Wrede, Britta. “AI: Back to the Roots?” KI - Künstliche Intelligenz, vol. 36, no. 2, Springer Science and Business Media LLC, 2022, pp. 117–20, doi:10.1007/s13218-022-00773-7.
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2022 | Journal Article | LibreCat-ID: 52862
Turhan, Anni-Yasmin. “A Double Take at Conferences: The Hybrid Format.” KI - Künstliche Intelligenz, vol. 36, no. 1, Springer Science and Business Media LLC, 2022, pp. 1–4, doi:10.1007/s13218-022-00758-6.
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2022 | Journal Article | LibreCat-ID: 53236
Tavana, Madjid, et al. “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, 117188, Elsevier BV, 2022, doi:10.1016/j.eswa.2022.117188.
LibreCat
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2022 | Journal Article | LibreCat-ID: 45849
Mahmood, Yasir, and Arne Meier. “Parameterised Complexity of Model Checking and Satisfiability in Propositional Dependence Logic.” Annals of Mathematics and Artificial Intelligence, vol. 90, no. 2–3, Springer Science and Business Media LLC, 2022, pp. 271–96, doi:10.1007/s10472-021-09730-w.
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2022 | Journal Article | LibreCat-ID: 33684 |
Schade, Robert, et al. “Towards Electronic Structure-Based Ab-Initio Molecular Dynamics Simulations with Hundreds of Millions of Atoms.” Parallel Computing, vol. 111, 102920, Elsevier BV, 2022, doi:10.1016/j.parco.2022.102920.
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2022 | Journal Article | LibreCat-ID: 48780
Muschalik, Maximilian, et al. “Agnostic Explanation of Model Change Based on Feature Importance.” KI - Künstliche Intelligenz, vol. 36, no. 3–4, Springer Science and Business Media LLC, 2022, pp. 211–24, doi:10.1007/s13218-022-00766-6.
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| DOI
2022 | Journal Article | LibreCat-ID: 44638
Hoppe, Julia Amelie, 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, 100258, Elsevier BV, 2022, doi:10.1016/j.chbr.2022.100258.
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2022 | Journal Article | LibreCat-ID: 34703
Rohlfing, Katharina, 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, Frontiers Media SA, 2022, doi:10.3389/frobt.2022.971749.
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