Fairness and Explanation in AI-Informed Decision Making
Angerschmid, Alessa, Zhou, Jianlong, Theuermann, Kevin, Chen, Fang, Holzinger, Andreas
Published in Machine learning and knowledge extraction (01.06.2022)
Published in Machine learning and knowledge extraction (01.06.2022)
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Journal Article
Digital Transformation in Smart Farm and Forest Operations Needs Human-Centered AI: Challenges and Future Directions
Holzinger, Andreas, Saranti, Anna, Angerschmid, Alessa, Retzlaff, Carl Orge, Gronauer, Andreas, Pejakovic, Vladimir, Medel-Jimenez, Francisco, Krexner, Theresa, Gollob, Christoph, Stampfer, Karl
Published in Sensors (Basel, Switzerland) (15.04.2022)
Published in Sensors (Basel, Switzerland) (15.04.2022)
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Journal Article
Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning
Saranti, Anna, Hudec, Miroslav, Mináriková, Erika, Takáč, Zdenko, Großschedl, Udo, Koch, Christoph, Pfeifer, Bastian, Angerschmid, Alessa, Holzinger, Andreas
Published in Machine learning and knowledge extraction (01.12.2022)
Published in Machine learning and knowledge extraction (01.12.2022)
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Journal Article
Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities
Retzlaff, Carl Orge, Das, Srijita, Wayllace, Christabel, Mousavi, Payam, Afshari, Mohammad, Yang, Tianpei, Saranti, Anna, Angerschmid, Alessa, Taylor, Matthew E., Holzinger, Andreas
Published in The Journal of artificial intelligence research (01.01.2024)
Published in The Journal of artificial intelligence research (01.01.2024)
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Journal Article
CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks
Metsch, Jacqueline Michelle, Saranti, Anna, Angerschmid, Alessa, Pfeifer, Bastian, Klemt, Vanessa, Holzinger, Andreas, Hauschild, Anne-Christin
Published in Journal of biomedical informatics (01.02.2024)
Published in Journal of biomedical informatics (01.02.2024)
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Journal Article
Toward human-level concept learning: Pattern benchmarking for AI algorithms
Holzinger, Andreas, Saranti, Anna, Angerschmid, Alessa, Finzel, Bettina, Schmid, Ute, Mueller, Heimo
Published in Patterns (New York, N.Y.) (11.08.2023)
Published in Patterns (New York, N.Y.) (11.08.2023)
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Journal Article
Automatic detection of color markings and numbers on trees in point clouds from Personal Laser Scanning (PLS) and Terrestrial Laser Scanning (TLS)
Wagner, Sarah, Angerschmid, Alessa, Saranti, Anna, Gollob, Christoph, Ritter, Tim, Krassnitzer, Ralf, Tockner, Andreas, Witzmann, Sarah, Holzinger, Andreas, Stampfer, Karl, Nothdurft, Arne
Published in Ecological informatics (01.09.2024)
Published in Ecological informatics (01.09.2024)
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Journal Article
Assessing trustworthy AI: Technical and legal perspectives of fairness in AI
Kattnig, Markus, Angerschmid, Alessa, Reichel, Thomas, Kern, Roman
Published in The computer law and security report (01.11.2024)
Published in The computer law and security report (01.11.2024)
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Journal Article
Machine Learning and Knowledge Extraction to Support Work Safety for Smart Forest Operations
Hoenigsberger, Ferdinand, Saranti, Anna, Angerschmid, Alessa, Retzlaff, Carl Orge, Gollob, Christoph, Witzmann, Sarah, Nothdurft, Arne, Kieseberg, Peter, Holzinger, Andreas, Stampfer, Karl
Published in Machine Learning and Knowledge Extraction (2022)
Published in Machine Learning and Knowledge Extraction (2022)
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Book Chapter
Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs
Finzel, Bettina, Saranti, Anna, Angerschmid, Alessa, Tafler, David, Pfeifer, Bastian, Holzinger, Andreas
Published in KI. Künstliche Intelligenz (Oldenbourg) (2022)
Published in KI. Künstliche Intelligenz (Oldenbourg) (2022)
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Magazine Article