WHSDA-AI: Interpretable Walsh-Hadamard Spectral Deviation Analysis for Structured Artificial Intelligence Applications in Banking Sector
Artificial Intelligence and Applications · Online First · published 15 September 2026
A fixed signed-contrast representation with versioned feature semantics, reference deviations and model explanation cards. Its value is tested after selection and supervised integration; the full transform alone preserves Euclidean distances.