Concepedia

Anna Saranti

AS

Statistics

Publications

20

Citations

1.4K

H-Index

15

Active since

2014

Affiliations

Medical University of Graz(Current)

BOKU University

University of Alberta

Philipps University of Marburg

Graz University of Technology

Anna Saranti is an author at Medical University of Graz specializing in machine learning, computer science, and computing.

Publications per year

2014–2024

20

Publications

20

Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI

Andreas Holzinger, Bernd Malle, Anna Saranti et al. · Information Fusion · 2021 · 347 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

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

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

On generating trustworthy counterfactual explanations

Javier Del Ser, Alejandro Barredo-Arrieta, Natalia Díaz-Rodríguez et al. · Information Sciences · 2023 · 109 citations · Full text

Computing, Computer Science, Artificial Intelligence +11

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