Paolo Giudici

Cited by

	All	Since 2018
Citations	8582	4349
h-index	45	33
i10-index	105	75

1200

600

300

900

2001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202334 76 85 111 169 195 234 274 303 316 301 342 323 291 310 349 358 338 442 614 703 1062 1140

Public access

View all

71 articles

5 articles

available

not available

Based on funding mandates

Co-authors

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
Gareth RobertsProfessor of Statistics, University of WarwickVerified email at warwick.ac.uk
Paolo PagnottoniAssistant Professor, University of PaviaVerified email at unipv.it
Peter GreenEmeritus Professor of Statistics, University of Bristol; Distinguished Professor of Statistics, UTSVerified email at bristol.ac.uk
Luciana Dalla ValleAssociate Professor of Data Science and StatisticsVerified email at plymouth.ac.uk
Shatha Qamhieh HashemAssistant Professor at the Banking and Financial Sciences Department, Faculty of Economics andVerified email at najah.edu
Dean FantazziniDeputy Head of MSE - MSU's Chair of Econometrics and Mathematical Methods in EconomicsVerified email at mse-msu.ru
Thomas LeachUniversity of PaviaVerified email at universitadipavia.it
Geof GivensDirector, Givens Statistical Solutions; Adjunct Prof, UC Santa Cruz; and Fac. Affiliate, Colorado StVerified email at geofgivens.com
Bani MallickDistinguished Professor, Taxas A&MVerified email at stat.tamu.edu
Dimitri MarinelliUniversity of Barcelona, Institute of Complex SystemsVerified email at ub.edu
Iman Abu HashishAmerican University of MadabaVerified email at aum.edu.jo
Robert Castelo (0000-0003-2229-4508)Associate Professor, Universitat Pompeu Fabra (ROR 04n0g0b29), BarcelonaVerified email at upf.edu

Paolo Giudici

Other namesPaolo Stefano Giudici

Professor of Statistics, University of Pavia

Verified email at unipv.it - Homepage

Bayesian Statistics Graphical models Risk management Explainable AI


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	1331	2005
Wiley series in computational statistics P Giudici, GH Givens, BK Mallick Wiley Online Library, 2013	831	2013
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	417	2003
Decomposable graphical Gaussian model determination P Giudici, PJ Green Biometrika 86 (4), 785-801, 1999	358	1999
Improving Markov chain Monte Carlo model search for data mining P Giudici, R Castelo Machine learning 50 (1), 127-158, 2003	255	2003
Explainable machine learning in credit risk management N Bussmann, P Giudici, D Marinelli, J Papenbrock Computational Economics 57 (1), 203-216, 2021	228	2021
Statistical models for operational risk management C Cornalba, P Giudici Physica A: Statistical Mechanics and its applications 338 (1-2), 166-172, 2004	170	2004
What determines bitcoin exchange prices? A network VAR approach P Giudici, I Abu-Hashish Finance Research Letters 28, 309-318, 2019	168	2019
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	143	2011
Graphical network models for international financial flows P Giudici, A Spelta Journal of Business & Economic Statistics 34 (1), 128-138, 2016	142	2016
Data mining of association structures to model consumer behaviour P Giudici, G Passerone Computational Statistics & Data Analysis 38 (4), 533-541, 2002	131	2002
Shapley-Lorenz eXplainable artificial intelligence P Giudici, E Raffinetti Expert Systems with Applications 167, 114104, 2021	120	2021
Fintech risk management: A research challenge for artificial intelligence in finance P Giudici Frontiers in Artificial Intelligence 1, 1, 2018	119	2018
Explainable AI in fintech risk management N Bussmann, P Giudici, D Marinelli, J Papenbrock Frontiers in Artificial Intelligence 3, 26, 2020	115	2020
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
The drivers of cyber risk I Aldasoro, L Gambacorta, P Giudici, T Leach Journal of Financial Stability 60, 100989, 2022	100	2022
Nonparametric convergence assessment for MCMC model selection SP Brooks, P Giudici, A Philippe Journal of Computational and Graphical Statistics 12 (1), 1-22, 2003	93	2003
Bayesian data mining, with application to benchmarking and credit scoring P Giudici Applied Stochastic Models in Business and Industry 17 (1), 69-81, 2001	92	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	91	2008
Data Mining: metodi statistici per le applicazioni aziendali P Giudici McGraw-Hill, 2001	87	2001

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors