Alessa Angerschmid

13 papers C 2Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Correction: Generating Explanations for Conceptual Validation of Graph Neural Networks.
Künstliche Intell.
Bettina Finzel, Anna Saranti, Alessa Angerschmid, David E. Tafler, Bastian Pfeifer, Andreas Holzinger
2024 J jnl
Assessing trustworthy AI: Technical and legal perspectives of fairness in AI.
Comput. Law Secur. Rev.
Markus Kattnig, Alessa Angerschmid, Thomas Reichel, Roman Kern
2024 J jnl
Automatic detection of color markings and numbers on trees in point clouds from Personal Laser Scanning (PLS) and Terrestrial Laser Scanning (TLS).
Ecol. Informatics
Sarah Wagner, Alessa Angerschmid, Anna Saranti, Christoph Gollob, Tim Ritter, Ralf Krassnitzer, Andreas Tockner, Sarah Witzmann, Andreas Holzinger, Karl Stampfer, Arne Nothdurft
2024 J jnl
CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks.
J. Biomed. Informatics
Jacqueline Michelle Metsch, Anna Saranti, Alessa Angerschmid, Bastian Pfeifer, Vanessa Klemt, Andreas Holzinger, Anne-Christin Hauschild
2024 J jnl
Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities.
J. Artif. Intell. Res.
Carl Orge Retzlaff, Srijita Das, Christabel Wayllace, Payam Mousavi, Mohammad Afshari, Tianpei Yang, Anna Saranti, Alessa Angerschmid, Matthew E. Taylor, Andreas Holzinger
2024 J jnl
Post-hoc vs ante-hoc explanations: xAI design guidelines for data scientists.
Cogn. Syst. Res.
Carl Orge Retzlaff, Alessa Angerschmid, Anna Saranti, David Schneeberger, Richard Röttger, Heimo Müller, Andreas Holzinger
2023 J jnl
Toward human-level concept learning: Pattern benchmarking for AI algorithms.
Patterns
Andreas Holzinger, Anna Saranti, Alessa Angerschmid, Bettina Finzel, Ute Schmid, Heimo Müller
2022 J jnl
Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning.
Mach. Learn. Knowl. Extr.
Anna Saranti, Miroslav Hudec, Erika Mináriková, Zdenko Takác, Udo Großschedl, Christoph Koch, Bastian Pfeifer, Alessa Angerschmid, Andreas Holzinger
2022 J jnl
Digital Transformation in Smart Farm and Forest Operations Needs Human-Centered AI: Challenges and Future Directions.
Sensors
Andreas Holzinger, Anna Saranti, Alessa Angerschmid, Carl Orge Retzlaff, Andreas Gronauer, Vladimir Pejakovic, Francisco Medel-Jimenez, Theresa Krexner, Christoph Gollob, Karl Stampfer
2022 C conf
Effects of Fairness and Explanation on Trust in Ethical AI.
CD-MAKE
Alessa Angerschmid, Kevin Theuermann, Andreas Holzinger, Fang Chen, Jianlong Zhou
2022 J jnl
Fairness and Explanation in AI-Informed Decision Making.
Mach. Learn. Knowl. Extr.
Alessa Angerschmid, Jianlong Zhou, Kevin Theuermann, Fang Chen, Andreas Holzinger
2022 J jnl
Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs.
Künstliche Intell.
Bettina Finzel, Anna Saranti, Alessa Angerschmid, David E. Tafler, Bastian Pfeifer, Andreas Holzinger
2022 C conf
Machine Learning and Knowledge Extraction to Support Work Safety for Smart Forest Operations.
CD-MAKE
Ferdinand Hönigsberger, Anna Saranti, Alessa Angerschmid, Carl Orge Retzlaff, Christoph Gollob, Sarah Witzmann, Arne Nothdurft, Peter Kieseberg, Andreas Holzinger, Karl Stampfer