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Works (8)

Moral reasoning in a digital age: blaming artificial intelligence for incorrect high-risk decisions

Current Psychology
2024-11 | Journal article
DOI: 10.1007/s12144-024-06658-2
Contributors: Benedikt Leichtmann; Andreas Hinterreiter; Christina Humer; Alfio Ventura; Marc Streit; Martina Mara
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Explainable Artificial Intelligence Improves Human Decision-Making: Results from a Mushroom Picking Experiment at a Public Art Festival

International Journal of Human–Computer Interaction
2024-09 | Journal article
DOI: 10.1080/10447318.2023.2221605
Contributors: Benedikt Leichtmann; Andreas Hinterreiter; Christina Humer; Marc Streit; Martina Mara
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Reassuring, Misleading, Debunking: Comparing Effects of XAI Methods on Human Decisions

ACM Transactions on Interactive Intelligent Systems
2024-09-30 | Journal article
DOI: 10.1145/3665647
Contributors: Christina Humer; Andreas Hinterreiter; Benedikt Leichtmann; Martina Mara; Marc Streit
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CIME4R: Exploring iterative, AI-guided chemical reaction optimization campaigns in their parameter space

2023-12-22 | Preprint
DOI: 10.26434/chemrxiv-2023-218lq
Contributors: Christina Humer; Rachel Nicholls; Henry Heberle; Moritz Heckmann; Michael Pühringer; Thomas Wolf; Maximilian Lübbesmeyer; Julian Heinrich; Julius Hillenbrand; Giulio Volpin et al.
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Visual Exploration of Relationships and Structure in Low-Dimensional Embeddings

IEEE Transactions on Visualization and Computer Graphics
2023-07-01 | Journal article
DOI: 10.1109/TVCG.2022.3156760
Contributors: Klaus Eckelt; Andreas Hinterreiter; Patrick Adelberger; Conny Walchshofer; Vaishali Dhanoa; Christina Humer; Moritz Heckmann; Christian Steinparz; Marc Streit
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ParaDime: A Framework for Parametric Dimensionality Reduction

Computer Graphics Forum
2023-06 | Journal article
DOI: 10.1111/cgf.14834
Contributors: Andreas Hinterreiter; Christina Humer; Bernhard Kainz; Marc Streit
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Effects of Explainable Artificial Intelligence on trust and human behavior in a high-risk decision task

Computers in Human Behavior
2023-02 | Journal article
DOI: 10.1016/j.chb.2022.107539
Contributors: Benedikt Leichtmann; Christina Humer; Andreas Hinterreiter; Marc Streit; Martina Mara
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ChemInformatics Model Explorer (CIME): exploratory analysis of chemical model explanations

Journal of Cheminformatics
2022-12 | Journal article
DOI: 10.1186/s13321-022-00600-z
Contributors: Christina Humer; Henry Heberle; Floriane Montanari; Thomas Wolf; Florian Huber; Ryan Henderson; Julian Heinrich; Marc Streit
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