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An explainable and interpretable composite indicator based on decision rules | Synapse
March 3, 2026
An explainable and interpretable composite indicator based on decision rules
SC
Salvatore Corrente
University of Catania
SG
Salvatore Greco
RS
ROMAN SŁOWIŃSKI
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Key Points
The composite indicator enhances interpretability and decision-making processes, allowing for clearer assessments.
Results indicate that the use of decision rules significantly boosts the explainability of the outcomes derived.
Assessment employs an explainable algorithm that integrates various decision-making rules for reporting outcomes.
Implications highlight the need for interpretable metrics in diverse applications, fostering better understanding overall.
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Corrente et al. (Thu,) studied this question.
synapsesocial.com/papers/69a75d98c6e9836116a27c28
https://doi.org/https://doi.org/10.1016/j.omega.2026.103513
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