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Hierarchical clustering and optimal interval combination (HCIC): a knowledge-guided strategy for consistent and interpretable spectral variable interval selection Variable selection is crucial for the accuracy of spectral analysis and is typically formulated as an optimization problem using regression techniques. However, these data-driven methods may overlook physical laws or mechanisms, leading to the deselection of physically relevant variables.
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