ISAAC: Prior-aligned structural sensitivity auditing for drug–target interaction models
B Tarantino, S Kim, Y Lu, P Giudici
Artificial Intelligence in the Life Sciences, 100180
2026
Quantum computing in finance: a literature review and future directions for trustworthy financial AI
S Muzzioli, F Raheem, M Ferrara, P Giudici, R Siciliano
Frontiers in Artificial Intelligence 9, 1929828
2026
On rank graduation metrics for high–dimensional ordinal data
G Auricchio, AE Bernardelli, P Giudici, G Toscani
Mathematical Models and Methods in Applied Sciences 36 (08), 1679-1713
2026
SAFE machine learning with variational quantum classifiers
Y Chen, P Giudici, V Kolesnikov, P Recchia, SM Haider
Statistics, 1-27
2026
Are bank decisions fair? a statistical analysis of fairness in credit lending
P Giudici, P Neelakantan, S Pavarana, T Schmidt
Statistics, 1-23
2026
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework
S Vei, P Giudici, P Sermpezis, A Vakali, AE Bernardelli
Artificial Intelligence, 104587
2026
How to measure multidimensional variation?
G Auricchio, P Giudici, G Toscani
Journal of Classification 43 (2), 503-526
20
2026
From kinetic theory to AI: a rediscovery of high-dimensional divergences and their properties
G Auricchio, G Brigati, P Giudici, G Toscani
Mathematical Models and Methods in Applied Sciences 36 (06), 1185-1233
2026
Multivariate coefficients of variation: a comparative analysis
G Auricchio, P Giudici, G Toscani
Statistical Methods & Applications, 1-20
2026
Multiclass ROC curves: a proposal based on the multidimensional Gini Index
P Giudici, RC Rosciano, J Schrader
Communications in Statistics-Theory and Methods, 1-13
2026
How worth is improving predictive accuracy of credit rating models?
P Giudici, F Nisi, N Papadopoulos
Finance Research Open, 100122
2026
Machine learning models to measure the importance of Geopolitical Tensions on Trade
C Bosone, P Giudici
Socio-Economic Planning Sciences, 102473
2026
Xi–Lorenz eXplainable Artificial Intelligence
P Giudici, V Ghidini, E Raffinetti
Applied Stochastic Models in Business and Industry 42 (2), e70087
2026
SAFE Artificial Intelligence to Improve Environmental, Social, and Governance Sustainability
A Amendola, AE Bernardelli, P Giudici
Quality and Reliability Engineering International