The explainability paradox: Challenges for xAI in digital pathology T Evans, CO Retzlaff, C Geißler, M Kargl, M Plass, H Müller, TR Kiehl, ... Future Generation Computer Systems 133, 281-296, 2022 | 112 | 2022 |
Digital transformation in smart farm and forest operations needs human-centered AI: challenges and future directions A Holzinger, A Saranti, A Angerschmid, CO Retzlaff, A Gronauer, ... Sensors 22 (8), 3043, 2022 | 102 | 2022 |
Recommendations on compiling test datasets for evaluating artificial intelligence solutions in pathology A Homeyer, C Geißler, LO Schwen, F Zakrzewski, T Evans, ... Modern Pathology 35 (12), 1759-1769, 2022 | 50 | 2022 |
Human-in-the-loop reinforcement learning: A survey and position on requirements, challenges, and opportunities CO Retzlaff, S Das, C Wayllace, P Mousavi, M Afshari, T Yang, A Saranti, ... Journal of Artificial Intelligence Research 79, 359-415, 2024 | 38 | 2024 |
The history of agent-based modeling in the social sciences CO Retzlaff, M Ziefle, A Calero Valdez International Conference on Human-Computer Interaction, 304-319, 2021 | 26 | 2021 |
Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists CO Retzlaff, A Angerschmid, A Saranti, D Schneeberger, R Roettger, ... Cognitive Systems Research 86, 101243, 2024 | 18 | 2024 |
Fear, behaviour, and the COVID-19 pandemic: a city-scale agent-based model using socio-demographic and spatial map data CO Retzlaff, L Burbach, L Kojan, P Halbach, J Nakayama, M Ziefle, ... Journal of Artificial Societies and Social Simulation 25 (1), 2022 | 11 | 2022 |
Learning vs. understanding: When does artificial intelligence outperform process-based modeling in soil organic carbon prediction? LG Bernardini, C Rosinger, G Bodner, KM Keiblinger, ... New Biotechnology 81, 20-31, 2024 | 8 | 2024 |
Machine learning and knowledge extraction to support work safety for smart forest operations F Hoenigsberger, A Saranti, A Angerschmid, CO Retzlaff, C Gollob, ... International Cross-Domain Conference for Machine Learning and Knowledge …, 2022 | 8 | 2022 |
Simulating cable corridors based on terrestrial LiDAR data CO Retzlaff, C Gollob, A Nothdurft, K Stampfer, A Holzinger European Journal of Forest Research, 1-13, 2024 | 5 | 2024 |
Multi-objective optimization of cable-road layouts in smart forestry CO Retzlaff, C Gollob, A Nothdurft, K Stampfer, A Holzinger International Journal of Forest Engineering 35 (3), 444-455, 2024 | | 2024 |
Digitalisierung in der Forsttechnik State‐of‐the‐art A Holzinger, A Saranti, A Angerschmid, CO Retzlaff, L Matiz, S Witzmann, ... | | 2022 |
Publisher Correction to: Recommendations on compiling test datasets for evaluating artificial intelligence solutions in pathology (Modern Pathology,(2022), 35, 12,(1759-1769 … A Homeyer, C Geißler, LO Schwen, F Zakrzewski, T Evans, ... | | 2022 |