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53 Publications
2023 | Journal Article | LibreCat-ID: 53356
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition
P. Terhörst, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, IEEE Transactions on Biometrics, Behavior, and Identity Science 5 (2023) 288–297.
LibreCat
| DOI
P. Terhörst, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, IEEE Transactions on Biometrics, Behavior, and Identity Science 5 (2023) 288–297.
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 | Journal Article | LibreCat-ID: 48678
Scaffolding the human partner by contrastive guidance in an explanatory human-robot dialogue
A. Groß, A. Singh, N.C. Banh, B. Richter, I. Scharlau, K.J. Rohlfing, B. Wrede, Frontiers in Robotics and AI 10 (2023).
LibreCat
| DOI
A. Groß, A. Singh, N.C. Banh, B. Richter, I. Scharlau, K.J. Rohlfing, B. Wrede, Frontiers in Robotics and AI 10 (2023).
2022 | Conference Paper | LibreCat-ID: 27506 | 
Visual Interpretability of Image-based Real Estate Appraisal
J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
2022 | Conference Paper | LibreCat-ID: 29539 |
Towards a model- and data-focused taxonomy of XAI systems
J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
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J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
2022 | Journal Article | LibreCat-ID: 30193
Potentials and challenges of analyzing use phase data in product planning of manufacturing companies
M. Meyer, T. Fichtler, C. Koldewey, R. Dumitrescu, Artificial Intelligence for Engineering Design, Analysis and Manufacturing 36 (2022).
LibreCat
| DOI
M. Meyer, T. Fichtler, C. Koldewey, R. Dumitrescu, Artificial Intelligence for Engineering Design, Analysis and Manufacturing 36 (2022).
2022 | Journal Article | LibreCat-ID: 34046
Seizing the Opportunity for Automation—How Traffic Density Determines Truck Drivers' Use of Cruise Control
C. Hoffmann, K. Thommes, IEEE Transactions on Human-Machine Systems (2022) 1–11.
LibreCat
| DOI
C. Hoffmann, K. Thommes, IEEE Transactions on Human-Machine Systems (2022) 1–11.
2022 | Journal Article | LibreCat-ID: 44637
When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty
J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports 9 (2022).
LibreCat
| DOI
J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports 9 (2022).
2022 | Journal Article | LibreCat-ID: 34295
When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty
J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports (2022).
LibreCat
| DOI
J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports (2022).
2022 | Journal Article | LibreCat-ID: 44636
When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty
J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports 9 (2022).
LibreCat
| DOI
J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports 9 (2022).
2022 | Journal Article | LibreCat-ID: 51348
What is Missing in XAI So Far?
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 303–315.
LibreCat
| DOI
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 303–315.
2022 | Journal Article | LibreCat-ID: 51366
Explainable AI
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 207–210.
LibreCat
| DOI
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 207–210.
2022 | Journal Article | LibreCat-ID: 51365
AI: Back to the Roots?
B. Wrede, KI - Künstliche Intelligenz 36 (2022) 117–120.
LibreCat
| DOI
B. Wrede, KI - Künstliche Intelligenz 36 (2022) 117–120.
2022 | Journal Article | LibreCat-ID: 52862
A Double Take at Conferences: The Hybrid Format
A.-Y. Turhan, KI - Künstliche Intelligenz 36 (2022) 1–4.
LibreCat
| DOI
A.-Y. Turhan, KI - Künstliche Intelligenz 36 (2022) 1–4.
2022 | Journal Article | LibreCat-ID: 53236
A novel Interval Type-2 Fuzzy best-worst method and combined compromise solution for evaluating eco-friendly packaging alternatives
M. Tavana, A. Shaabani, D. Di Caprio, A. Bonyani, Expert Systems with Applications 200 (2022).
LibreCat
| DOI
M. Tavana, A. Shaabani, D. Di Caprio, A. Bonyani, Expert Systems with Applications 200 (2022).
2022 | Journal Article | LibreCat-ID: 45849
Parameterised complexity of model checking and satisfiability in propositional dependence logic
Y. Mahmood, A. Meier, Annals of Mathematics and Artificial Intelligence 90 (2022) 271–296.
LibreCat
| DOI
Y. Mahmood, A. Meier, Annals of Mathematics and Artificial Intelligence 90 (2022) 271–296.
2022 | Journal Article | LibreCat-ID: 33684 |
Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms
R. Schade, T. Kenter, H. Elgabarty, M. Lass, O. Schütt, A. Lazzaro, H. Pabst, S. Mohr, J. Hutter, T. Kühne, C. Plessl, Parallel Computing 111 (2022).
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| DOI
| Download (ext.)
R. Schade, T. Kenter, H. Elgabarty, M. Lass, O. Schütt, A. Lazzaro, H. Pabst, S. Mohr, J. Hutter, T. Kühne, C. Plessl, Parallel Computing 111 (2022).
2022 | Journal Article | LibreCat-ID: 48780
Agnostic Explanation of Model Change based on Feature Importance
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, KI - Künstliche Intelligenz 36 (2022) 211–224.
LibreCat
| DOI
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, KI - Künstliche Intelligenz 36 (2022) 211–224.
2022 | Journal Article | LibreCat-ID: 44638
When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty
J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports 9 (2022).
LibreCat
| DOI
J.A. Hoppe, O. Tuisku, R.-M. Johansson-Pajala, S. Pekkarinen, L. Hennala, C. Gustafsson, H. Melkas, K. Thommes, Computers in Human Behavior Reports 9 (2022).
2022 | Journal Article | LibreCat-ID: 34703
Social/dialogical roles of social robots in supporting children’s learning of language and literacy—A review and analysis of innovative roles
K. Rohlfing, N. Altvater-Mackensen, N. Caruana, R. van den Berghe, B. Bruno, N.F. Tolksdorf, A. Hanulíková, Frontiers in Robotics and AI 9 (2022).
LibreCat
| DOI
K. Rohlfing, N. Altvater-Mackensen, N. Caruana, R. van den Berghe, B. Bruno, N.F. Tolksdorf, A. Hanulíková, Frontiers in Robotics and AI 9 (2022).