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Teachers’ Perspectives on Decision-Making in AI-Supported Classrooms: A Cross-Cultural Study of Germany and Japan2026 Lecture notes in computer science conference-paper Computer Science Artificial Intelligence in Education Open access
Tomohiro Nagashima, Shintaro Sato, Mirella Hladký, Niklas Scholz, Lisa Siegrist
0citations -
Attribution-based Explanations for Markov Decision Processes2026 International Joint Conference on Artificial Intelligence conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Paul Kobialka, Andrea Pferscher, Francesco Leofante, Erika Ábrahám, Silvia Lizeth Tapia Tarifa, Einar Broch Johnsen
0citations -
Counterfactual Strategies for Markov Decision Processes2025 International Joint Conference on Artificial Intelligence conference-paper Computer Science Formal Methods in Verification Open access
Paul Kobialka, Lina Gerlach, Francesco Leofante, Erika Ábrahám, Silvia Lizeth Tapia Tarifa, Einar Broch Johnsen
1citations -
Deep learning in cancer pathology: a new generation of clinical biomarkers2020 British Journal of Cancer article Computer Science AI in cancer detection Open access cited by 2 patents
Amelie Echle, Niklas Rindtorff, Titus Josef Brinker, Tom Luedde, Alexander T. Pearson, Jakob Nikolas Kather
697citations -
“Even explanations will not help in trusting [this] fundamentally biased system”: A Predictive Policing Case-Study2025 ACM Conference on User Modeling, Adaptation and Personalization (UMAP) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Siddharth Mehrotra, Ujwal Gadiraju, Eva Alice Christiane Bittner, Folkert van Delden, Catholijn M. Jonker, Myrthe Lotte Tielman
3citations -
Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma2023 Nature Communications article Computer Science AI in cancer detection Open access cited by 1 patent
Julien Caldéraro, Narmin Ghaffari Laleh, Qinghe Zeng, Pascale Maillé, Loëtitia Favre, Anaïs Pujals, +79 more
85citations -
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents2023 ACM Transactions on Interactive Intelligent Systems article Computer Science Explainable Artificial Intelligence (XAI) Open access
Siddharth Mehrotra, Carolina Centeio Jorge, Catholijn M. Jonker, Myrthe Lotte Tielman
49citations -
Mind the Trust Gap: Identifying (Mis)alignments in Teacher-Student Views Toward Control and Agency in K-12 Classroom AI2026 Proceedings of the ACM on Human-Computer Interaction article Computer Science Artificial Intelligence in Education Open access
Tomohiro Nagashima, Lisa Siegrist, Niklas Scholz, Shintaro Sato, Martina Vincoli, Man Su
0citations -
Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data2024 IFAC-PapersOnLine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Camelia Oprea, Mike Grüne, Mateusz Buglowski, Lena Olivier, Thorsten W Orlikowsky, Stefan Kowalewski, +2 more
6citations -
Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access
Camelia Oprea, Mike Grüne, Mateusz Buglowski, Lena Olivier, Thorsten W Orlikowsky, Stefan Kowalewski, +2 more
0citations