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CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks.
J Biomed Inform. 2024 Feb;150:104600. doi: 10.1016/j.jbi.2024.104600. Epub 2024 Jan 30.
J Biomed Inform. 2024.
PMID: 38301750
Free article.
Toward human-level concept learning: Pattern benchmarking for AI algorithms.
Holzinger A, Saranti A, Angerschmid A, Finzel B, Schmid U, Mueller H.
Holzinger A, et al. Among authors: angerschmid a.
Patterns (N Y). 2023 Jul 5;4(8):100788. doi: 10.1016/j.patter.2023.100788. eCollection 2023 Aug 11.
Patterns (N Y). 2023.
PMID: 37602217
Free PMC article.
Review.
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Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs.
Finzel B, Saranti A, Angerschmid A, Tafler D, Pfeifer B, Holzinger A.
Finzel B, et al. Among authors: angerschmid a.
Kunstliche Intell (Oldenbourg). 2022;36(3-4):271-285. doi: 10.1007/s13218-022-00781-7. Epub 2022 Nov 7.
Kunstliche Intell (Oldenbourg). 2022.
PMID: 36590103
Free PMC article.
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Digital Transformation in Smart Farm and Forest Operations Needs Human-Centered AI: Challenges and Future Directions.
Holzinger A, Saranti A, Angerschmid A, Retzlaff CO, Gronauer A, Pejakovic V, Medel-Jimenez F, Krexner T, Gollob C, Stampfer K.
Holzinger A, et al. Among authors: angerschmid a.
Sensors (Basel). 2022 Apr 15;22(8):3043. doi: 10.3390/s22083043.
Sensors (Basel). 2022.
PMID: 35459028
Free PMC article.
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