Carl Orge Retzlaff

Digital Transformation in Smart Farm and Forest Operations Needs Human-Centered AI: Challenges and Future Directions

Andreas Holzinger, Anna Saranti, Alessa Angerschmid et al. · Sensors · 2022 · 157 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

The explainability paradox: Challenges for xAI in digital pathology

Theodore Evans, Carl Orge Retzlaff, Christian Geißler et al. · Future Generation Computer Systems · 2022 · 127 citations · Full text

Artificial Intelligence, Diagnostic Pathology, Health Informatics +14

Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists

Carl Orge Retzlaff, Alessa Angerschmid, Anna Saranti et al. · Cognitive Systems Research · 2024 · 123 citations · Full text

Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities

Carl Orge Retzlaff, Srijita Das, Christabel Wayllace et al. · Journal of Artificial Intelligence Research · 2024 · 98 citations · Full text

Artificial Intelligence, Engineering, Education +20

Learning vs. understanding: When does artificial intelligence outperform process-based modeling in soil organic carbon prediction?

Luca Giuliano Bernardini, Christoph Rosinger, Gernot Bodner et al. · New Biotechnology · 2024 · 21 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20