Search Results - "Cosentini, Andrea"

A clarification of the nuances in the fairness metrics landscape by Castelnovo, Alessandro, Crupi, Riccardo, Greco, Greta, Regoli, Daniele, Penco, Ilaria Giuseppina, Cosentini, Andrea Claudio

“…In recent years, the problem of addressing fairness in machine learning (ML) and automatic decision making has attracted a lot of attention in the scientific…”
Get full text

FFTree: A flexible tree to handle multiple fairness criteria by Castelnovo, Alessandro, Cosentini, Andrea, Malandri, Lorenzo, Mercorio, Fabio, Mezzanzanica, Mario

“…The demand for transparency and fairness in AI-based decision-making systems is constantly growing. Organisations need to be assured that their applications,…”
Get full text

Disambiguation of company names via deep recurrent networks by Basile, Alessandro, Crupi, Riccardo, Grasso, Michele, Mercanti, Alessandro, Regoli, Daniele, Scarsi, Simone, Yang, Shuyi, Cosentini, Andrea Claudio

“…Name Entity Disambiguation is the Natural Language Processing task of identifying textual records corresponding to the same Named Entity, i.e., real-world…”
Get full text

Fundamental Rights and AI Impact Assessment: a proposal for a new quantitative approach by Inverardi, Nicole, Bertaina, Samuele, Biganzoli, Ilaria, Cosentini, Andrea, Desiante, Rachele, Fontanella, Dario, Penco, Ilaria Giuseppina

“…The upcoming Artificial Intelligence Act requires that deployers of some high-risk Artificial Intelligence (AI) systems perform a Fundamental Rights Impact…”
Get full text

Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation by Castelnovo, Alessandro, Crupi, Riccardo, Inverardi, Nicole, Regoli, Daniele, Cosentini, Andrea

“…Proceedings of 1st Workshop on Bias, Ethical AI, Explainability and the Role of Logic and Logic Programming (BEWARE 2022) co-located with the 21th…”
Get full text

DTOR: Decision Tree Outlier Regressor to explain anomalies by Crupi, Riccardo, Regoli, Daniele, Sabatino, Alessandro Damiano, Marano, Immacolata, Brinis, Massimiliano, Albertazzi, Luca, Cirillo, Andrea, Cosentini, Andrea Claudio

“…Explaining outliers occurrence and mechanism of their occurrence can be extremely important in a variety of domains. Malfunctions, frauds, threats, in addition…”
Get full text

Disambiguation of Company names via Deep Recurrent Networks by Basile, Alessandro, Crupi, Riccardo, Grasso, Michele, Mercanti, Alessandro, Regoli, Daniele, Scarsi, Simone, Yang, Shuyi, Cosentini, Andrea

“…updated version is published by Expert Systems with Applications, Volume 238, Part C, 2024, 122035, ISSN 0957-4174 Name Entity Disambiguation is the Natural…”
Get full text

A Clarification of the Nuances in the Fairness Metrics Landscape by Castelnovo, Alessandro, Crupi, Riccardo, Greco, Greta, Regoli, Daniele, Penco, Ilaria Giuseppina, Cosentini, Andrea Claudio

“…Sci Rep 12, 4209 (2022) In recent years, the problem of addressing fairness in Machine Learning (ML) and automatic decision-making has attracted a lot of…”
Get full text

Phase separation in the 2D Hubbard model: a challenging application of fixed-node QMC by Bachelet, Giovanni B, Cosentini, Andrea C

“…We discuss the main aspects of the fixed-node quantum Monte Carlo method for lattice fermions and its recent application to the problem of phase separation in…”
Get full text