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R. D. Ramos-Ciprián

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#explainable ai Oct 2026

Evaluating domain generalization in agricultural deep learning through multi-seed LOSO validation and explainable AI

The combination of multi-seed LOSO validation, seed-level variability analysis, baseline benchmarking, and systematic XAI auditing constitutes a pre-deployment diagnostic framework for identifying generalization risks in agricultural computer-vision systems operating under spatial uncertainty.

J. R. Hechavarría-Hernández, R. D. Ramos-Ciprián, R. Batista-Jorge · 0 citations

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