Effects of Fairness and Explanation on Trust in Ethical AI. - Alessa Angerschmid; Kevin Theuermann; Andreas Holzinger; Fang Chen 001; Jianlong Zhou (CD-MAKE, 2022)

Machine Learning and Knowledge Extraction to Support Work Safety for Smart Forest Operations. - Ferdinand Hönigsberger; Anna Saranti; Alessa Angerschmid; Carl Orge Retzlaff; Christoph Gollob; Sarah Witzmann; Arne Nothdurft; Peter Kieseberg; Andreas Holzinger; Karl Stampfer (CD-MAKE, 2022)

Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs. - Bettina Finzel; Anna Saranti; Alessa Angerschmid; David E. Tafler; Bastian Pfeifer; Andreas Holzinger (Künstliche Intell., 2022)

Fairness and Explanation in AI-Informed Decision Making. - Alessa Angerschmid; Jianlong Zhou; Kevin Theuermann; Fang Chen 001; Andreas Holzinger (Mach. Learn. Knowl. Extr., 2022)

Digital Transformation in Smart Farm and Forest Operations Needs Human-Centered AI: Challenges and Future Directions. - Andreas Holzinger; Anna Saranti; Alessa Angerschmid; Carl Orge Retzlaff; Andreas Gronauer; Vladimir Pejakovic; Francisco Medel-Jimenez; Theresa Krexner; Christoph Gollob; Karl Stampfer (Sensors, 2022)

Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning. - Anna Saranti; Miroslav Hudec; Erika Mináriková; Zdenko Takác; Udo Großschedl; Christoph Koch 006; Bastian Pfeifer; Alessa Angerschmid; Andreas Holzinger (Mach. Learn. Knowl. Extr., 2022)

Toward human-level concept learning: Pattern benchmarking for AI algorithms. - Andreas Holzinger; Anna Saranti; Alessa Angerschmid; Bettina Finzel; Ute Schmid; Heimo Müller (Patterns, 2023)

Assessing trustworthy AI: Technical and legal perspectives of fairness in AI. - Markus Kattnig; Alessa Angerschmid; Thomas Reichel; Roman Kern (Comput. Law Secur. Rev., 2024)

Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists. - Carl Orge Retzlaff; Alessa Angerschmid; Anna Saranti; David Schneeberger; Richard Röttger; Heimo Müller; Andreas Holzinger (Cogn. Syst. Res., 2024)

Automatic detection of color markings and numbers on trees in point clouds from Personal Laser Scanning (PLS) and Terrestrial Laser Scanning (TLS). - Sarah Wagner; Alessa Angerschmid; Anna Saranti; Christoph Gollob; Tim Ritter; Ralf Krassnitzer; Andreas Tockner; Sarah Witzmann; Andreas Holzinger; Karl Stampfer; Arne Nothdurft (Ecol. Informatics, 2024)

Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities. - Carl Orge Retzlaff; Srijita Das 001; Christabel Wayllace; Payam Mousavi; Mohammad Afshari; Tianpei Yang; Anna Saranti; Alessa Angerschmid; Matthew E. Taylor; Andreas Holzinger (J. Artif. Intell. Res., 2024)

CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks. - Jacqueline Michelle Metsch; Anna Saranti; Alessa Angerschmid; Bastian Pfeifer; Vanessa Klemt; Andreas Holzinger; Anne-Christin Hauschild (J. Biomed. Informatics, 2024)

col-LAUT - Colorized point clouds of marked trees collected with Terrestrial and Personal laser scanning from Austrian forest stands. - Sarah Wagner; Alessa Angerschmid; Anna Saranti; Christoph Gollob; Tim Ritter; Ralf Krassnitzer; Andreas Tockner; Sarah Witzmann; Andreas Holzinger; Karl Stampfer; Arne Nothdurft (Zenodo, 2024)