Paolo Giudici
Paolo Giudici
Other namesPaolo Stefano Giudici
Professor of Statistics, University of Pavia
Verified email at - Homepage
Cited by
Cited by
Applied data mining: statistical methods for business and industry
P Giudici
John Wiley & Sons, 2005
Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions
SP Brooks, P Giudici, GO Roberts
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2003
Decomposable graphical Gaussian model determination
P Giudici, PJ Green
Biometrika 86 (4), 785-801, 1999
Explainable machine learning in credit risk management
N Bussmann, P Giudici, D Marinelli, J Papenbrock
Computational Economics 57 (1), 203-216, 2021
Improving Markov chain Monte Carlo model search for data mining
P Giudici, R Castelo
Machine learning 50 (1), 127-158, 2003
What determines bitcoin exchange prices? A network VAR approach
P Giudici, I Abu-Hashish
Finance Research Letters 28, 309-318, 2019
Statistical models for operational risk management
C Cornalba, P Giudici
Physica A: Statistical Mechanics and its applications 338 (1-2), 166-172, 2004
Fintech risk management: A research challenge for artificial intelligence in finance
P Giudici
Frontiers in Artificial Intelligence 1, 1, 2018
Explainable AI in fintech risk management
N Bussmann, P Giudici, D Marinelli, J Papenbrock
Frontiers in Artificial Intelligence 3, 26, 2020
Graphical network models for international financial flows
P Giudici, A Spelta
Journal of Business & Economic Statistics 34 (1), 128-138, 2016
Shapley-Lorenz eXplainable artificial intelligence
P Giudici, E Raffinetti
Expert Systems with Applications 167, 114104, 2021
Territorial brands for tourism development: A statistical analysis on the Marche region
E Lorenzini, V Calzati, P Giudici
Annals of Tourism Research 38 (2), 540-560, 2011
SHAP and LIME: an evaluation of discriminative power in credit risk
A Gramegna, P Giudici
Frontiers in Artificial Intelligence 4, 752558, 2021
The drivers of cyber risk
I Aldasoro, L Gambacorta, P Giudici, T Leach
Journal of Financial Stability 60, 100989, 2022
Data mining of association structures to model consumer behaviour
P Giudici, G Passerone
Computational Statistics & Data Analysis 38 (4), 533-541, 2002
Markov chain Monte Carlo convergence assessment via two-way analysis of variance
SP Brooks, P Giudici
Journal of Computational and Graphical Statistics 9 (2), 266-285, 2000
Bayesian data mining, with application to benchmarking and credit scoring
P Giudici
Applied Stochastic Models in Business and Industry 17 (1), 69-81, 2001
A Bayesian approach to estimate the marginal loss distributions in operational risk management
L Dalla Valle, P Giudici
Computational Statistics & Data Analysis 52 (6), 3107-3127, 2008
Nonparametric convergence assessment for MCMC model selection
SP Brooks, P Giudici, A Philippe
Journal of Computational and Graphical Statistics 12 (1), 1-22, 2003
Big data analysis for financial risk management
P Cerchiello, P Giudici
Journal of Big Data 3 (1), 1-12, 2016
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