2 citations · 3 across the 3 of their papers we have counts for
4 papers
Optimising the attribute order in Fuzzy Rough Rule Induction
Henri Bollaert, Chris Cornelis, Marko Palangetić +2
Interpretability is the next pivotal frontier in machine learning research. In the pursuit of glass box models - as opposed to black box models, like random forests or neural netwo…
FRRI: a novel algorithm for fuzzy-rough rule induction
Henri Bollaert, Marko Palangetić, Chris Cornelis +2
Interpretability is the next frontier in machine learning research. In the search for white box models - as opposed to black box models, like random forests or neural networks - ru…
Pawlak, Belnap and the magical number seven
Salvatore Greco, Roman Slowinski
We are considering the algebraic structure of the Pawlak-Brouwer-Zadeh lattice to distinguish vagueness due to imprecision from ambiguity due to coarseness. We show that a general…
Robust Ordinal Regression in case of Imprecise Evaluations
Salvatore Corrente, Salvatore Greco, Roman Slowinski
Robust Ordinal Regression (ROR) is a way of dealing with Multiple Criteria Decision Aiding (MCDA), by considering all sets of parameters of an assumed preference model, that are co…