Paolo Giudici

According to our database, Paolo Giudici authored at least 51 papers between 2001 and 2025.

Collaborative distances:

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

2025

A Rank Graduation Box for SAFE AI.

Golnoosh Babaei, Paolo Giudici, Emanuela Raffinetti

Expert Syst. Appl., 2025

2024

How fair is machine learning in credit lending?

Golnoosh Babaei, Paolo Giudici

Qual. Reliab. Eng. Int., October, 2024

Explainable machine learning for phishing feature detection.

Maria Carla Calzarossa, Paolo Giudici, Rasha Zieni

Qual. Reliab. Eng. Int., February, 2024

Artificial Intelligence risk measurement.

Paolo Giudici, Mattia Centurelli, Stefano Turchetta

Expert Syst. Appl., January, 2024

Statistical learning models to measure the impact of COVID-19 on financial fragility.

Arianna Agosto, Paolo Giudici, Alessandra Tanda

Frontiers Artif. Intell., 2024

Measuring fairness in credit ratings.

Ying Chen, Paolo Giudici, Kailiang Liu, Emanuela Raffinetti

Expert Syst. Appl., 2024

A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms.

Gavin Abercrombie, Djalel Benbouzid, Paolo Giudici, Delaram Golpayegani, Julio Hernandez, Pierre Noro, Harshvardhan Pandit, Eva Paraschou, Charlie Pownall, Jyoti Prajapati, Mark A. Sayre, Ushnish Sengupta, Arthit Suriyawongkul, Ruby Thelot, Sofia Vei, Laura Waltersdorfer

CoRR, 2024

Measuring multidimensional inequality: a new proposal based on the Fourier transform.

Paolo Giudici, Emanuela Raffinetti, Giuseppe Toscani

CoRR, 2024

Model agnostic calibration of image classifiers.

Paolo Giudici, Giulia Vilone

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Shapley values and fairness.

Paolo Giudici, Parvati Neelakantan

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

2023

The impact of the SARS-CoV-2 pandemic on financial markets: a seismologic approach.

Alessandro Spelta, Nicolò Pecora, Andrea Flori, Paolo Giudici

Ann. Oper. Res., November, 2023

Lorenz Zonoids for Trustworthy AI.

Paolo Giudici, Emanuela Raffinetti

Proceedings of the Explainable Artificial Intelligence, 2023

Explainable Machine Learning for Bag of Words-Based Phishing Detection.

Maria Carla Calzarossa, Paolo Giudici, Rasha Zieni

Proceedings of the Explainable Artificial Intelligence, 2023

2022

Explainable AI methods in cyber risk management.

Paolo Giudici, Emanuela Raffinetti

Qual. Reliab. Eng. Int., 2022

Network models to improve robot advisory portfolios.

Paolo Giudici, Gloria Polinesi, Alessandro Spelta

Ann. Oper. Res., 2022

The PERISCOPE Data Atlas: A Demonstration of Release v1.2.

Enea Parimbelli, Cristiana Larizza, Vladimir Urosevic, Andrea Pogliaghi, Manuel Ottaviano, Cindy Cheng, Vincent Benoit, Daniele Pala, Vittorio Casella, Riccardo Bellazzi, Paolo Giudici

Proceedings of the Artificial Intelligence in Medicine, 2022

2021

SHAP and LIME: An Evaluation of Discriminative Power in Credit Risk.

Alex Gramegna, Paolo Giudici

Frontiers Artif. Intell., 2021

Shapley-Lorenz eXplainable Artificial Intelligence.

Paolo Giudici, Emanuela Raffinetti

Expert Syst. Appl., 2021

Crypto price discovery through correlation networks.

Paolo Giudici, Gloria Polinesi

Ann. Oper. Res., 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