Paolo Giudici

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Citations	6779	3082
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Paola CerchielloUniversity of PaviaVerified email at unipv.it
Emanuela RaffinettiAssistant Professor of Statistics (Type A), University of PaviaVerified email at unipv.it
Alessandro Speltauniversità di paviaVerified email at unipv.it
Arianna AgostoAssistant Professor, University of PaviaVerified email at unipv.it
Daniel Felix AhelegbeyUniversity of PaviaVerified email at unipv.it
Steve BrooksSelect StatisticsVerified email at select-statistics.co.uk
Branka Hadji MishevaProfessor in Applied Data Science and Finance @BFHVerified email at zhaw.ch
Laura ParisiPost-Doc Research Fellow, Università di Pavia & European Central BankVerified email at universitadipavia.it
Peter GreenEmeritus Professor of Statistics, University of Bristol; Distinguished Professor of Statistics, UTSVerified email at bristol.ac.uk
Dean FantazziniDeputy Head of MSE - MSU's Chair of Econometrics and Mathematical Methods in EconomicsVerified email at mse-msu.ru
Shatha Qamhieh HashemAssistant Professor at the Banking and Financial Sciences Department, Faculty of Economics andVerified email at najah.edu
Gareth RobertsProfessor of Statistics, University of WarwickVerified email at warwick.ac.uk
Paolo PagnottoniAssistant Professor, University of PaviaVerified email at unipv.it
Luciana Dalla ValleAssociate Professor of Data Science and StatisticsVerified email at plymouth.ac.uk
Thomas LeachUniversity of PaviaVerified email at universitadipavia.it
Robert CasteloAssociate Professor, Universitat Pompeu Fabra, COSTNET CA15109Verified email at upf.edu
Iman Abu HashishAmerican University of MadabaVerified email at aum.edu.jo
Dimitri MarinelliUniversity of Barcelona, Institute of Complex SystemsVerified email at ub.edu
Peter SarlinHanken School of Economics & RiskLab FinlandVerified email at risklab.fi
Raffaella CalabreseProfessor of Data Science, University of EdinburghVerified email at ed.ac.uk

Paolo Giudici

Other namesPaolo Stefano Giudici

Professor of Statistics, University of Pavia

Verified email at unipv.it - Homepage

Graphical models Bayesian statistics Financial risk management Explainable AI Fintech


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Applied data mining: statistical methods for business and industry P Giudici John Wiley & Sons, 2005	1296	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	407	2003
Decomposable graphical Gaussian model determination P Giudici, PJ Green Biometrika 86 (4), 785-801, 1999	348	1999
Improving Markov chain Monte Carlo model search for data mining P Giudici, R Castelo Machine learning 50 (1), 127-158, 2003	245	2003
Statistical models for operational risk management C Cornalba, P Giudici Physica A: Statistical Mechanics and its applications 338 (1-2), 166-172, 2004	162	2004
What determines bitcoin exchange prices? A network VAR approach P Giudici, I Abu-Hashish Finance Research Letters 28, 309-318, 2019	139	2019
Graphical network models for international financial flows P Giudici, A Spelta Journal of Business & Economic Statistics 34 (1), 128-138, 2016	131	2016
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	131	2011
Data mining of association structures to model consumer behaviour P Giudici, G Passerone Computational Statistics & Data Analysis 38 (4), 533-541, 2002	130	2002
Explainable machine learning in credit risk management N Bussmann, P Giudici, D Marinelli, J Papenbrock Computational Economics 57 (1), 203-216, 2021	129	2021
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	110	2000
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	87	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	87	2003
Data Mining: metodi statistici per le applicazioni aziendali P Giudici McGraw-Hill, 2001	86	2001
Bayesian data mining, with application to benchmarking and credit scoring P Giudici Applied Stochastic Models in Business and Industry 17 (1), 69-81, 2001	86	2001
Fintech risk management: A research challenge for artificial intelligence in finance P Giudici Frontiers in Artificial Intelligence 1, 1, 2018	82	2018
Likelihood‐ratio tests for hidden Markov models P Giudici, T Ryden, P Vandekerkhove Biometrics 56 (3), 742-747, 2000	77	2000
Explainable AI in fintech risk management N Bussmann, P Giudici, D Marinelli, J Papenbrock Frontiers in Artificial Intelligence 3, 26, 2020	76	2020
Big data analysis for financial risk management P Cerchiello, P Giudici Journal of Big Data 3 (1), 1-12, 2016	76	2016
Bayesian networks for enterprise risk assessment CE Bonafede, P Giudici Physica A: Statistical Mechanics and its Applications 382 (1), 22-28, 2007	76	2007

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