no code implementations • 15 Jul 2023 • Stefania Boffa, Davide Ciucci
We propose a linguistic interpretation of three-way decisions, where the regions of acceptance, rejection, and non-commitment are constructed by using the so-called evaluative linguistic expressions, which are expressions of natural language such as small, medium, very short, quite roughly strong, extremely good, etc.
no code implementations • 20 Jun 2022 • Andrea Campagner, Davide Ciucci, Thierry Denœux
The development of external evaluation criteria for soft clustering (SC) has received limited attention: existing methods do not provide a general approach to extend comparison measures to SC, and are unable to account for the uncertainty represented in the results of SC algorithms.
no code implementations • 19 Feb 2022 • Federico Cabitza, Davide Ciucci, Gabriella Pasi, Marco Viviani
This article discusses open problems, implemented solutions, and future research in the area of responsible AI in healthcare.
no code implementations • 21 Jun 2017 • Federico Cabitza, Davide Ciucci, Raffaele Rasoini
This paper considers the use of Machine Learning (ML) in medicine by focusing on the main problem that this computational approach has been aimed at solving or at least minimizing: uncertainty.