The role of Speculations for Explainable and Trustworthy Artificial Intelligence: A use case on Art Genre Classification
In this work, we have introduced a new way of speculative reasoning for intelligent systems. In addition, we have illustrated the utility of this way of reasoning in the context of a use case on art genre classification, where explainability and trustworthiness are a matter of major concern. Speculative reasoning is natural for humans and it turns up as a powerful tool, especially in the case of intelligent systems dealing with incomplete, vague, and imprecise information.
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Publication: Congress
1698756841775
October 31, 2023
/research/publications/the-role-of-speculations-for-explainable-and-trustworthy-artificial-intelligence-a-use-case-on-art-genre-classification
In this work, we have introduced a new way of speculative reasoning for intelligent systems. In addition, we have illustrated the utility of this way of reasoning in the context of a use case on art genre classification, where explainability and trustworthiness are a matter of major concern. Speculative reasoning is natural for humans and it turns up as a powerful tool, especially in the case of intelligent systems dealing with incomplete, vague, and imprecise information. - J.M. Alonso-Moral, V.Costa - 10.1007/978-3-031-39965-7_38
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