120 citations · 133 across the 31 of their papers we have counts for
6 papers · 1 filter
A Novel Machine Learning Approach to Data Inconsistency with respect to a Fuzzy Relation
Marko Palangetić, Chris Cornelis, Salvatore Greco +1
Inconsistency in prediction problems occurs when instances that relate in a certain way on condition attributes, do not follow the same relation on the decision attribute. For exam…
Supporting the robust ordinal regression approach to multiple criteria decision aiding with a set of representative value functions
Sally Giuseppe Arcidiacono, Salvatore Corrente, Salvatore Greco
In this paper we propose a new methodology to represent the results of the robust ordinal regression approach by means of a family of representative value functions for which, take…
Scoring from Pairwise Winning Indices
Sally Giuseppe Arcidiacono, Salvatore Corrente, Salvatore Greco
The pairwise winning indices, computed in the Stochastic Multicriteria Acceptability Analysis, give the probability with which an alternative is preferred to another taking into ac…
Preference Analysis Using Random Spanning Trees: A Stochastic Sampling Approach to Inconsistent Pairwise Comparisons
Salvatore Greco, Sajid Siraj, Michele Lundy
Eliciting preferences from human judgements is inherently imprecise, yet most decision analysis methods force a single priority vector from pairwise comparisons, discarding the inf…
Explaining the Deep Natural Language Processing by Mining Textual Interpretable Features
Francesco Ventura, Salvatore Greco, Daniele Apiletti +1
Despite the high accuracy offered by state-of-the-art deep natural-language models (e.g. LSTM, BERT), their application in real-life settings is still widely limited, as they behav…
Data Envelopment Analysis models with imperfect knowledge of input and output values: An application to Portuguese public hospitals
Diogo Cunha Ferreira, Josè RUi Figueira, Salvatore Greco +1
Assessing the technical efficiency of a set of observations requires that the associated data composed of inputs and outputs are perfectly known. If this is not the case, then bias…