Paolo Giudici

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Paola CerchielloUniversity of PaviaDirección de correo verificada de unipv.it
Emanuela RaffinettiAssistant Professor of Statistics (RTT), University of PaviaDirección de correo verificada de unipv.it
Arianna AgostoAssistant Professor, University of PaviaDirección de correo verificada de unipv.it
Alessandro Speltauniversità di paviaDirección de correo verificada de unipv.it
Daniel Felix AhelegbeyUniversity of Essex, UKDirección de correo verificada de essex.ac.uk
Niklas BussmannUniversity of PaviaDirección de correo verificada de universitadipavia.it
Branka Hadji MishevaProfessor in Applied Data Science and Finance @BFHDirección de correo verificada de zhaw.ch
Steve BrooksSelect StatisticsDirección de correo verificada de select-statistics.co.uk
Gareth RobertsProfessor of Statistics, University of WarwickDirección de correo verificada de warwick.ac.uk
Peter GreenEmeritus Professor of Statistics, University of Bristol; Distinguished Professor of Statistics, UTSDirección de correo verificada de bristol.ac.uk
Luciana Dalla ValleAssociate Professor in Mathematics and StatisticsDirección de correo verificada de exeter.ac.uk
Jochen PapenbrockDr.Dirección de correo verificada de firamis.de
Dean FantazziniDeputy Head of MSE - MSU's Chair of Econometrics and Mathematical Methods in EconomicsDirección de correo verificada de mse-msu.ru
Shatha Qamhieh HashemAssistant Professor at the Banking and Financial Sciences Department, Faculty of Economics andDirección de correo verificada de najah.edu
Golnoosh BabaeiSAFE-AI Researcher, University of PaviaDirección de correo verificada de universitadipavia.it
Paolo PagnottoniUniversity of InsubriaDirección de correo verificada de uninsubria.it
Leonardo GambacortaBank for International SettlementsDirección de correo verificada de bis.org
Iñaki AldasoroBank for International SettlementsDirección de correo verificada de bis.org
ALEX GRAMEGNAUniversity of PaviaDirección de correo verificada de universitadipavia.it
Dimitri MarinelliUniversity of Barcelona, Institute of Complex SystemsDirección de correo verificada de ub.edu

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Paolo Giudici

Otros nombresPaolo Stefano Giudici

Professor of Statistics, University of Pavia

Dirección de correo verificada de unipv.it - Página principal

Bayesian statistics Graphical models Risk management Explainable AI Safe AI


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Applied data mining: statistical methods for business and industry P Giudici John Wiley & Sons, 2005	1393	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	422	2003
Explainable machine learning in credit risk management N Bussmann, P Giudici, D Marinelli, J Papenbrock Computational Economics 57 (1), 203-216, 2021	380	2021
Decomposable graphical Gaussian model determination P Giudici, PJ Green Biometrika 86 (4), 785-801, 1999	360	1999
Improving Markov chain Monte Carlo model search for data mining P Giudici, R Castelo Machine learning 50 (1), 127-158, 2003	270	2003
Fintech risk management: A research challenge for artificial intelligence in finance P Giudici Frontiers in Artificial Intelligence 1, 1, 2018	207	2018
What determines bitcoin exchange prices? A network VAR approach P Giudici, I Abu-Hashish Finance Research Letters 28, 309-318, 2019	205	2019
Explainable AI in fintech risk management N Bussmann, P Giudici, D Marinelli, J Papenbrock Frontiers in Artificial Intelligence 3, 26, 2020	196	2020
SHAP and LIME: an evaluation of discriminative power in credit risk A Gramegna, P Giudici Frontiers in Artificial Intelligence 4, 752558, 2021	191	2021
Statistical models for operational risk management C Cornalba, P Giudici Physica A: Statistical Mechanics and its applications 338 (1-2), 166-172, 2004	179	2004
Shapley-Lorenz eXplainable artificial intelligence P Giudici, E Raffinetti Expert Systems with Applications 167, 114104, 2021	177	2021
Graphical network models for international financial flows P Giudici, A Spelta Journal of Business & Economic Statistics 34 (1), 128-138, 2016	164	2016
The drivers of cyber risk I Aldasoro, L Gambacorta, P Giudici, T Leach Journal of Financial Stability 60, 100989, 2022	156	2022
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	145	2011
Data mining of association structures to model consumer behaviour P Giudici, G Passerone Computational Statistics & Data Analysis 38 (4), 533-541, 2002	131	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	113	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	108	2001
Big data analysis for financial risk management P Cerchiello, P Giudici Journal of Big Data 3 (1), 1-12, 2016	105	2016
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	101	2008
Network based credit risk models P Giudici, B Hadji-Misheva, A Spelta Quality Engineering 32 (2), 199-211, 2020	100	2020

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