Paolo Giudici

According to our database, Paolo Giudici authored at least 33 papers between 2001 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2021

Shapley-Lorenz eXplainable Artificial Intelligence.

Paolo Giudici, Emanuela Raffinetti

Expert Syst. Appl., 2021

2020

A hidden Markov model to detect regime changes in cryptoasset markets.

Paolo Giudici, Iman Abu Hashish

Qual. Reliab. Eng. Int., 2020

Network Models to Enhance Automated Cryptocurrency Portfolio Management.

Paolo Giudici, Paolo Pagnottoni, Gloria Polinesi

Frontiers Artif. Intell., 2020

Explainable AI in Fintech Risk Management.

Niklas Bussmann, Paolo Giudici, Dimitri Marinelli, Jochen Papenbrock

Frontiers Artif. Intell., 2020

Lorenz Model Selection.

Paolo Giudici, Emanuela Raffinetti

J. Classif., 2020

2019

Network Based Scoring Models to Improve Credit Risk Management in Peer to Peer Lending Platforms.

Paolo Giudici, Branka Hadji Misheva, Alessandro Spelta

Frontiers Artif. Intell., 2019

Editorial: AI and Financial Technology.

Paolo Giudici, Ronald Hochreiter, Jörg Osterrieder, Jochen Papenbrock, Peter Schwendner

Frontiers Artif. Intell., 2019

Factorial Network Models to Improve P2P Credit Risk Management.

Daniel Felix Ahelegbey, Paolo Giudici, Branka Hadji Misheva

Frontiers Artif. Intell., 2019

Spatial Regression Models to Improve P2P Credit Risk Management.

Arianna Agosto, Paolo Giudici, Tom Leach

Frontiers Artif. Intell., 2019

2018

Fintech Risk Management: A Research Challenge for Artificial Intelligence in Finance.

Paolo Giudici

Frontiers Artif. Intell., 2018

Riskrank to Predict Systemic Banking Crises With Common Exposures.

Peter Sarlin, Paolo Giudici, Alessandro Spelta, Kaj-Mikael Björk

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

Network-Based Models to Improve Credit Scoring Accuracy.

Branka Hadji Misheva, Paolo Giudici, Valentino Pediroda

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

2017

CLADAG 2015 special issue: Selected papers on classification and data analysis.

Paolo Giudici, Francesca Greselin, Thomas Brendan Murphy, Carla Rampichini

Stat. Anal. Data Min., 2017

Measuring bank contagion in Europe using binary spatial regression models.

Raffaella Calabrese, Johan A. Elkink, Paolo Giudici

J. Oper. Res. Soc., 2017

Twitter data models for bank risk contagion.

Paola Cerchiello, Paolo Giudici, Giancarlo Nicola

Neurocomputing, 2017

2016

A Bayesian h-index: How to measure research impact.

Paola Cerchiello, Paolo Giudici

Stat. Anal. Data Min., 2016

Big data analysis for financial risk management.

Paola Cerchiello, Paolo Giudici

J. Big Data, 2016

Conditional graphical models for systemic risk estimation.

Paola Cerchiello, Paolo Giudici

Expert Syst. Appl., 2016

2015

Estimating bank default with generalised extreme value regression models.

Raffaella Calabrese, Paolo Giudici

J. Oper. Res. Soc., 2015

2014

On a statistical h index.

Paola Cerchiello, Paolo Giudici

Scientometrics, 2014

2012

Non parametric statistical models for on-line text classification.

Paola Cerchiello, Paolo Giudici

Adv. Data Anal. Classif., 2012

2011

Statistical merging of rating models.

Silvia Figini, Paolo Giudici

J. Oper. Res. Soc., 2011

2010

Data Mining Model Comparison.

Paolo Giudici

Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

2009

Evaluation of Data Mining Methods.

Paolo Giudici

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Statistical models for e-learning data.

Silvia Figini, Paolo Giudici

Stat. Methods Appl., 2009

2008

A Bayesian approach to estimate the marginal loss distributions in operational risk management.

Luciana Dalla Valle, Paolo Giudici

Comput. Stat. Data Anal., 2008

2007

Merging data streams in operational risk management.

Paolo Giudici

Monde des Util. Anal. Données, 2007

2006

Nonparametric Approaches for e-Learning Data.

Paolo Baldini, Silvia Figini, Paolo Giudici

Proceedings of the Advances in Data Mining, 2006

2005

Data Mining Model Comparison.

Paolo Giudici

Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2003

Improving Markov Chain Monte Carlo Model Search for Data Mining.

Paolo Giudici, Robert Castelo

Mach. Learn., 2003

2002

Sequence Rules for Web Clickstream Analysis.

Erika Blanc, Paolo Giudici

Proceedings of the Advances in Data Mining, 2002

2001

Statistical Models for Data Mining.

Paolo Giudici, David Heckerman, Joe Whittaker

Data Min. Knowl. Discov., 2001

Association Models for Web Mining.

Paolo Giudici, Robert Castelo

Data Min. Knowl. Discov., 2001