3 papers
stat.ML2026
Bayesian Deck-of-cards-based Ordinal Regression with Sequential Preference Elicitation
Marco Grillo, Silvano Zappalà
The Deck-of-cards-based Ordinal Regression (DOR) infers a value function from a ranking of reference alternatives in which the Decision Maker (DM) inserts blank cards between conse…
cs.LG2025
An Explainable and Interpretable Composite Indicator Based on Decision Rules
Salvatore Corrente, Salvatore Greco, Roman Słowiński +1
Composite indicators are widely used to score or classify units evaluated on multiple criteria. Their construction typically involves aggregating criteria evaluations, a common pra…
math.OC2024
Deck of Cards method for Hierarchical, Robust and Stochastic Ordinal Regression
Salvatore Corrente, Salvatore Greco, Silvano Zappalá
We consider the recently introduced application of the Deck of Cards Method (DCM) to ordinal regression proposing two extensions related to two main research trends in Multiple Cri…