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Designing effective explainable AI: a human-centered evaluation of explanation formats in financial decision-making.

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Title: Designing effective explainable AI: a human-centered evaluation of explanation formats in financial decision-making.
Authors: Maathuis H; Research Group Artificial Intelligence, HU University of Applied Sciences Utrecht, Utrecht, Netherlands.; Jheronimus Academy of Data Science, Tilburg University, Eindhoven University of Technology, 's-Hertogenbosch, Netherlands., Stalenhoef M; Research Group Human Experience & Media Design, HU University of Applied Sciences Utrecht, Utrecht, Netherlands., van Otterloo S; Research Group Artificial Intelligence, HU University of Applied Sciences Utrecht, Utrecht, Netherlands., Zwaal R; Center for Financial Innovation, Amsterdam University of Applied Sciences, Amsterdam, Netherlands., van Montfort K; Center for Financial Innovation, Amsterdam University of Applied Sciences, Amsterdam, Netherlands., Sent D; Research Group Artificial Intelligence, HU University of Applied Sciences Utrecht, Utrecht, Netherlands.; Jheronimus Academy of Data Science, Tilburg University, Eindhoven University of Technology, 's-Hertogenbosch, Netherlands.
Source: Frontiers in artificial intelligence [Front Artif Intell] 2026 Mar 05; Vol. 9, pp. 1668029. Date of Electronic Publication: 2026 Mar 05 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media SA Country of Publication: Switzerland NLM ID: 101770551 Publication Model: eCollection Cited Medium: Internet ISSN: 2624-8212 (Electronic) Linking ISSN: 26248212 NLM ISO Abbreviation: Front Artif Intell Subsets: PubMed not MEDLINE
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