120 citations · 133 across the 31 of their papers we have counts for
5 papers · 1 filter
Dominance-based Rough Set Approach, basic ideas and main trends
Jerzy Błaszczyński, Salvatore Greco, Benedetto Matarazzo +1
Dominance-based Rough Approach (DRSA) has been proposed as a machine learning and knowledge discovery methodology to handle Multiple Criteria Decision Aiding (MCDA). Due to its cap…
Multi-class granular approximation by means of disjoint and adjacent fuzzy granules
Marko Palangetić, Chris Cornelis, Salvatore Greco +1
In granular computing, fuzzy sets can be approximated by granularly representable sets that are as close as possible to the original fuzzy set w.r.t. a given closeness measure. Suc…
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…
A robust hierarchical nominal classification method based on similarity and dissimilarity using loss function and an improved version of the deck of cards method
Ana Sara Costa, Salvatore Corrente, Salvatore Greco +2
Cat-SD is a multiple criteria decision aiding method for dealing with nominal classification problems. Actions are assessed according to multiple criteria and assigned to one or mo…
Using a new parsimonious AHP methodology combined with the Choquet integral: An application for evaluating social housing initiatives
Francesca Abastante, Salvatore Corrente, Salvatore Greco +2
We propose a development of the Analytic Hierarchy Process (AHP) permitting to use the methodology also in cases of decision problems with a very large number of alternatives evalu…