Alessa Angerschmid

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 · 172 citations · Full text

Computing, Computer Science, Forestry +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 · 167 citations · Full text

Computing, Computer Science, Data Science +15

Fairness and Explanation in AI-Informed Decision Making

Alessa Angerschmid, Jianlong Zhou, Kevin Theuermann et al. · Machine Learning and Knowledge Extraction · 2022 · 148 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

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 · 133 citations · Full text

Computing, Autonomous Systems, Computer Science +17

CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks

Jacqueline Michelle Metsch, Anna Saranti, Alessa Angerschmid et al. · Journal of Biomedical Informatics · 2024 · 48 citations · Full text

Computing, Computer Science, Artificial Intelligence +16