Search Results for author: Davide Ciucci

Found 4 papers, 0 papers with code

Three-way Decisions with Evaluative Linguistic Expressions

no code implementations15 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.

A Distributional Approach for Soft Clustering Comparison and Evaluation

no code implementations20 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.

Clustering

Responsible AI in Healthcare

no code implementations19 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.

A giant with feet of clay: on the validity of the data that feed machine learning in medicine

no code implementations21 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.

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