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53 Publications
2023 | Journal Article | LibreCat-ID: 53356
Terhörst, Philipp, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, and Arjan Kuijper. “Pixel-Level Face Image Quality Assessment for Explainable Face Recognition.” IEEE Transactions on Biometrics, Behavior, and Identity Science 5, no. 2 (2023): 288–97. https://doi.org/10.1109/tbiom.2023.3263186.
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2023 | Journal Article | LibreCat-ID: 50262
Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning 112, no. 12 (2023): 4863–4903. https://doi.org/10.1007/s10994-023-06385-y.
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2023 | Journal Article | LibreCat-ID: 48678
Groß, André, Amit Singh, Ngoc Chi Banh, Birte Richter, Ingrid Scharlau, Katharina J. Rohlfing, and Britta Wrede. “Scaffolding the Human Partner by Contrastive Guidance in an Explanatory Human-Robot Dialogue.” Frontiers in Robotics and AI 10 (2023). https://doi.org/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.” In 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.” In Wirtschaftsinformatik 2022 Proceedings, 2022.
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2022 | Journal Article | LibreCat-ID: 30193
Meyer, Maurice, Timm Fichtler, Christian Koldewey, and Roman Dumitrescu. “Potentials and Challenges of Analyzing Use Phase Data in Product Planning of Manufacturing Companies.” Artificial Intelligence for Engineering Design, Analysis and Manufacturing 36 (2022). https://doi.org/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, 2022, 1–11. https://doi.org/10.1109/thms.2022.3212335.
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2022 | Journal Article | LibreCat-ID: 44637
Hoppe, Julia Amelie, Outi Tuisku, Rose-Marie Johansson-Pajala, Satu Pekkarinen, Lea Hennala, Christine Gustafsson, Helinä Melkas, and Kirsten Thommes. “When Do Individuals Choose Care Robots over a Human Caregiver? Insights from a Laboratory Experiment on Choices under Uncertainty.” Computers in Human Behavior Reports 9 (2022). https://doi.org/10.1016/j.chbr.2022.100258.
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2022 | Journal Article | LibreCat-ID: 34295
Hoppe, Julia Amelie, Outi Tuisku, Rose-Marie Johansson-Pajala, Satu Pekkarinen, Lea Hennala, Christine Gustafsson, Helinä Melkas, and Kirsten Thommes. “When Do Individuals Choose Care Robots over a Human Caregiver? Insights from a Laboratory Experiment on Choices under Uncertainty.” Computers in Human Behavior Reports, 2022. https://doi.org/10.1016/j.chbr.2022.100258.
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2022 | Journal Article | LibreCat-ID: 44636
Hoppe, Julia A., Outi Tuisku, Rose-Marie Johansson-Pajala, Satu Pekkarinen, Lea Hennala, Christine Gustafsson, Helinä Melkas, and Kirsten Thommes. “When Do Individuals Choose Care Robots over a Human Caregiver? Insights from a Laboratory Experiment on Choices under Uncertainty.” Computers in Human Behavior Reports 9 (2022). https://doi.org/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 36, no. 3–4 (2022): 303–15. https://doi.org/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 36, no. 3–4 (2022): 207–10. https://doi.org/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 36, no. 2 (2022): 117–20. https://doi.org/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 36, no. 1 (2022): 1–4. https://doi.org/10.1007/s13218-022-00758-6.
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2022 | Journal Article | LibreCat-ID: 53236
Tavana, Madjid, Akram Shaabani, Debora Di Caprio, and Abbas Bonyani. “A Novel Interval Type-2 Fuzzy Best-Worst Method and Combined Compromise Solution for Evaluating Eco-Friendly Packaging Alternatives.” Expert Systems with Applications 200 (2022). https://doi.org/10.1016/j.eswa.2022.117188.
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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 90, no. 2–3 (2022): 271–96. https://doi.org/10.1007/s10472-021-09730-w.
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2022 | Journal Article | LibreCat-ID: 33684 |
Schade, Robert, Tobias Kenter, Hossam Elgabarty, Michael Lass, Ole Schütt, Alfio Lazzaro, Hans Pabst, et al. “Towards Electronic Structure-Based Ab-Initio Molecular Dynamics Simulations with Hundreds of Millions of Atoms.” Parallel Computing 111 (2022). https://doi.org/10.1016/j.parco.2022.102920.
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2022 | Journal Article | LibreCat-ID: 48780
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Agnostic Explanation of Model Change Based on Feature Importance.” KI - Künstliche Intelligenz 36, no. 3–4 (2022): 211–24. https://doi.org/10.1007/s13218-022-00766-6.
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2022 | Journal Article | LibreCat-ID: 44638
Hoppe, Julia Amelie, Outi Tuisku, Rose-Marie Johansson-Pajala, Satu Pekkarinen, Lea Hennala, Christine Gustafsson, Helinä Melkas, and Kirsten Thommes. “When Do Individuals Choose Care Robots over a Human Caregiver? Insights from a Laboratory Experiment on Choices under Uncertainty.” Computers in Human Behavior Reports 9 (2022). https://doi.org/10.1016/j.chbr.2022.100258.
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2022 | Journal Article | LibreCat-ID: 34703
Rohlfing, Katharina, Nicole Altvater-Mackensen, Nathan Caruana, Rianne van den Berghe, Barbara Bruno, Nils Frederik Tolksdorf, and Adriana Hanulíková. “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 9 (2022). https://doi.org/10.3389/frobt.2022.971749.
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