[HTML][HTML] Debiaser for Multiple Variables to enhance fairness in classification tasks

G d'Aloisio, A D'Angelo, A Di Marco, G Stilo - Information Processing & …, 2023 - Elsevier
Nowadays assuring that search and recommendation systems are fair and do not apply
discrimination among any kind of population has become of paramount importance. This is …

The toolkit disaster preparedness for pre-disaster planning

D Di Ludovico, C Capannolo, G d'Aloisio - International journal of disaster …, 2023 - Elsevier
Abstract The University of L'Aquila “Territori Aperti”(Open Territories) project deals with the
topics of prevention and management of natural disasters and the reconstruction and …

How fair is machine learning in credit lending?

G Babaei, P Giudici - Quality and Reliability Engineering …, 2024 - Wiley Online Library
Abstract Machine learning models are widely used to decide whether to accept or reject
credit loan applications. However, similarly to human‐based decisions, they may …

[PDF][PDF] DIORAMA: Digital twIn fOR sustAinable territorial MAnagement.

A Bianchi, G d'Aloisio, A D'Angelo, A Di Marco… - itaDATA, 2022 - ceur-ws.org
Territorial Management is a challenging task that goes beyond the concept of smart city
mainly because it involves decisions taking into consideration several aspects including the …