Paolo Giudici

73 papers A* 2B 6Journal 53Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explainable cluster analysis: a bagging approach.
CoRR
Federico Maria Quetti, Elena Ballante, Silvia Figini, Paolo Giudici
2025 J jnl
A Rank Graduation Box for SAFE AI.
Expert Syst. Appl.
Golnoosh Babaei, Paolo Giudici, Emanuela Raffinetti
2025 B conf
A structural model to explain unfairness.
IJCNN
Paolo Giudici, Parvati Neelakantan, Simone Pavarana, Thorsten Schmidt
2025 J jnl
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework.
CoRR
Sofia Vei, Paolo Giudici, Pavlos Sermpezis, Athena Vakali, Adelaide Emma Bernardelli
2025 J jnl
An assessment framework for explainable AI with applications to cybersecurity.
Artif. Intell. Rev.
Maria Carla Calzarossa, Paolo Giudici, Rasha Zieni
2025 J jnl
Bayesian learning models to measure the relative impact of ESG factors on credit ratings.
Int. J. Data Sci. Anal.
Arianna Agosto, Paola Cerchiello, Paolo Giudici
2025 J jnl
Building crypto portfolios with agentic AI.
CoRR
Antonino Castelli, Paolo Giudici, Alessandro Piergallini
2025 — conf
Cyber Risk Management with Time Varying Artificial Intelligence Models.
xAI (4)
Paolo Giudici, Marco Pirra, Rasha Zieni
2025 — conf
Explainable Fairness in Mortgage Lending.
xAI (4)
Golnoosh Babaei, Paolo Giudici, Lunshuai Wu
2025 J jnl
Explainable machine learning to predict the cost of capital.
Frontiers Artif. Intell.
Niklas Bussmann, Paolo Giudici, Alessandra Tanda, Ellen Pei-Yi Yu
2025 J jnl
From Kinetic Theory to AI: a Rediscovery of High-Dimensional Divergences and Their Properties.
CoRR
Gennaro Auricchio, Giovanni Brigati, Paolo Giudici, Giuseppe Toscani
2025 J jnl
Group Shapley with Robust Significance Testing and Its Application to Bond Recovery Rate Prediction.
CoRR
Jingyi Wang, Ying Chen, Paolo Giudici
2025 J jnl
How robust are ensemble machine learning explanations?
Neurocomputing
Maria Carla Calzarossa, Paolo Giudici, Rasha Zieni
2025 J jnl
Machine Learning Models to Predict Google Stock Prices.
Algorithms
Cosmina Elena Bucura, Paolo Giudici
2025 B conf
Measuring Multivariate Divergences to Improve Neural Network Performances.
IJCNN
Gennaro Auricchio, Paolo Giudici, Giuseppe Toscani, Adelaide Berardinelli
2025 J jnl
Predicting BRICS NIFTY50 returns using XAI and S.A.F.E AI lens.
Frontiers Artif. Intell.
Indranil Ghosh, Tamal Datta Chaudhuri, Golnoosh Babaei, Paolo Giudici, Emanuela Raffinetti
2025 J jnl
RGA: a unified measure of predictive accuracy.
Adv. Data Anal. Classif.
Paolo Giudici, Emanuela Raffinetti
2025 J jnl
Robust machine learning models: linear and nonlinear.
Int. J. Data Sci. Anal.
Paolo Giudici, Emanuela Raffinetti, Marco Riani
2025 — conf
SAFE AI Agentic System.
IJCCI (1)
Golnoosh Babaei, Paolo Giudici, Alessandro Piergallini, Rasha Zieni
2025 B conf
SAFE Ensemble models to classify credit ratings.
IJCNN
Lunshuai Wu, Paolo Giudici
2025 B conf
SAFE Natural Language Processing.
IJCNN
Golnoosh Babaei, Oliver Giudice, Paolo Giudici, Alessandro Maggi
2025 J jnl
Sustainable artificial intelligence in finance: impact of ESG factors.
Frontiers Artif. Intell.
Paolo Giudici, Lunshuai Wu
2024 J jnl
A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms.
CoRR
Gavin Abercrombie, Djalel Benbouzid, Paolo Giudici, Delaram Golpayegani, Julio Hernandez, Pierre Noro, Harshvardhan J. Pandit, Eva Paraschou, Charlie Pownall, Jyoti Prajapati, Mark A. Sayre, Ushnish Sengupta, Arthit Suriyawongkul, Ruby Thelot, Sofia Vei, Laura Waltersdorfer
2024 J jnl
Artificial Intelligence risk measurement.
Expert Syst. Appl.
Paolo Giudici, Mattia Centurelli, Stefano Turchetta
2024 J jnl
Explainable machine learning for phishing feature detection.
Qual. Reliab. Eng. Int.
Maria Carla Calzarossa, Paolo Giudici, Rasha Zieni
2024 J jnl
How fair is machine learning in credit lending?
Qual. Reliab. Eng. Int.
Golnoosh Babaei, Paolo Giudici
2024 J jnl
Measuring fairness in credit ratings.
Expert Syst. Appl.
Ying Chen, Paolo Giudici, Kailiang Liu, Emanuela Raffinetti
2024 J jnl
Measuring multidimensional inequality: a new proposal based on the Fourier transform.
CoRR
Paolo Giudici, Emanuela Raffinetti, Giuseppe Toscani
2024 — conf
Model agnostic calibration of image classifiers.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Paolo Giudici, Giulia Vilone
2024 — conf
Shapley values and fairness.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Paolo Giudici, Parvati Neelakantan
2024 J jnl
Statistical learning models to measure the impact of COVID-19 on financial fragility.
Frontiers Artif. Intell.
Arianna Agosto, Paolo Giudici, Alessandra Tanda
2023 — conf
Explainable Machine Learning for Bag of Words-Based Phishing Detection.
xAI (1)
Maria Carla Calzarossa, Paolo Giudici, Rasha Zieni
2023 — conf
Lorenz Zonoids for Trustworthy AI.
xAI (1)
Paolo Giudici, Emanuela Raffinetti
2023 J jnl
The impact of the SARS-CoV-2 pandemic on financial markets: a seismologic approach.
Ann. Oper. Res.
Alessandro Spelta, Nicolò Pecora, Andrea Flori, Paolo Giudici
2022 J jnl
Explainable AI methods in cyber risk management.
Qual. Reliab. Eng. Int.
Paolo Giudici, Emanuela Raffinetti
2022 J jnl
Network models to improve robot advisory portfolios.
Ann. Oper. Res.
Paolo Giudici, Gloria Polinesi, Alessandro Spelta
2022 B conf
The PERISCOPE Data Atlas: A Demonstration of Release v1.2.
AIME
Enea Parimbelli, Cristiana Larizza, Vladimir Urosevic, Andrea Pogliaghi, Manuel Ottaviano, Cindy Cheng, Vincent Benoit, Daniele Pala, Vittorio Casella, Riccardo Bellazzi, Paolo Giudici
2021 J jnl
Crypto price discovery through correlation networks.
Ann. Oper. Res.
Paolo Giudici, Gloria Polinesi
2021 J jnl
SHAP and LIME: An Evaluation of Discriminative Power in Credit Risk.
Frontiers Artif. Intell.
Alex Gramegna, Paolo Giudici
2021 J jnl
Shapley-Lorenz eXplainable Artificial Intelligence.
Expert Syst. Appl.
Paolo Giudici, Emanuela Raffinetti
2020 J jnl
A hidden Markov model to detect regime changes in cryptoasset markets.
Qual. Reliab. Eng. Int.
Paolo Giudici, Iman Abu Hashish
2020 J jnl
Explainable AI in Fintech Risk Management.
Frontiers Artif. Intell.
Niklas Bussmann, Paolo Giudici, Dimitri Marinelli, Jochen Papenbrock
2020 J jnl
Lorenz Model Selection.
J. Classif.
Paolo Giudici, Emanuela Raffinetti
2020 J jnl
Network Models to Enhance Automated Cryptocurrency Portfolio Management.
Frontiers Artif. Intell.
Paolo Giudici, Paolo Pagnottoni, Gloria Polinesi
2019 J jnl
Editorial: AI and Financial Technology.
Frontiers Artif. Intell.
Paolo Giudici, Ronald Hochreiter, Jörg Osterrieder, Jochen Papenbrock, Peter Schwendner
2019 J jnl
Factorial Network Models to Improve P2P Credit Risk Management.
Frontiers Artif. Intell.
Daniel Felix Ahelegbey, Paolo Giudici, Branka Hadji Misheva
2019 J jnl
Network Based Scoring Models to Improve Credit Risk Management in Peer to Peer Lending Platforms.
Frontiers Artif. Intell.
Paolo Giudici, Branka Hadji Misheva, Alessandro Spelta
2019 J jnl
Spatial Regression Models to Improve P2P Credit Risk Management.
Frontiers Artif. Intell.
Arianna Agosto, Paolo Giudici, Tom Leach
2018 J jnl
Fintech Risk Management: A Research Challenge for Artificial Intelligence in Finance.
Frontiers Artif. Intell.
Paolo Giudici
2018 B conf
Network-Based Models to Improve Credit Scoring Accuracy.
DSAA
Branka Hadji Misheva, Paolo Giudici, Valentino Pediroda
2018 — conf
Riskrank to Predict Systemic Banking Crises With Common Exposures.
HICSS
Peter Sarlin, Paolo Giudici, Alessandro Spelta, Kaj-Mikael Björk
2017 J jnl
CLADAG 2015 special issue: Selected papers on classification and data analysis.
Stat. Anal. Data Min.
Paolo Giudici, Francesca Greselin, Thomas Brendan Murphy, Carla Rampichini
2017 J jnl
Measuring bank contagion in Europe using binary spatial regression models.
J. Oper. Res. Soc.
Raffaella Calabrese, Johan A. Elkink, Paolo Giudici
2017 J jnl
Twitter data models for bank risk contagion.
Neurocomputing
Paola Cerchiello, Paolo Giudici, Giancarlo Nicola
2016 J jnl
A Bayesian h-index: How to measure research impact.
Stat. Anal. Data Min.
Paola Cerchiello, Paolo Giudici
2016 J jnl
Big data analysis for financial risk management.
J. Big Data
Paola Cerchiello, Paolo Giudici
2016 J jnl
Conditional graphical models for systemic risk estimation.
Expert Syst. Appl.
Paola Cerchiello, Paolo Giudici
2015 J jnl
Estimating bank default with generalised extreme value regression models.
J. Oper. Res. Soc.
Raffaella Calabrese, Paolo Giudici
2014 J jnl
On a statistical h index.
Scientometrics
Paola Cerchiello, Paolo Giudici
2013 — book
Statistical Models for Data Analysis
Paolo Giudici, Salvatore Ingrassia, Maurizio Vichi
2012 J jnl
Non parametric statistical models for on-line text classification.
Adv. Data Anal. Classif.
Paola Cerchiello, Paolo Giudici
2011 J jnl
Statistical merging of rating models.
J. Oper. Res. Soc.
Silvia Figini, Paolo Giudici
2010 — ch.
Data Mining Model Comparison.
Data Mining and Knowledge Discovery Handbook
Paolo Giudici
2009 — ch.
Evaluation of Data Mining Methods.
Encyclopedia of Data Warehousing and Mining
Paolo Giudici
2009 J jnl
Statistical models for e-learning data.
Stat. Methods Appl.
Silvia Figini, Paolo Giudici
2008 J jnl
A Bayesian approach to estimate the marginal loss distributions in operational risk management.
Comput. Stat. Data Anal.
Luciana Dalla Valle, Paolo Giudici
2007 J jnl
Merging data streams in operational risk management.
Monde des Util. Anal. Données
Paolo Giudici
2006 A* conf
Nonparametric Approaches for e-Learning Data.
ICDM
Paolo Baldini, Silvia Figini, Paolo Giudici
2005 — ch.
Data Mining Model Comparison.
The Data Mining and Knowledge Discovery Handbook
Paolo Giudici
2003 J jnl
Improving Markov Chain Monte Carlo Model Search for Data Mining.
Mach. Learn.
Paolo Giudici, Robert Castelo
2002 A* conf
Sequence Rules for Web Clickstream Analysis.
ICDM
Erika Blanc, Paolo Giudici
2001 J jnl
Association Models for Web Mining.
Data Min. Knowl. Discov.
Paolo Giudici, Robert Castelo
2001 J jnl
Statistical Models for Data Mining.
Data Min. Knowl. Discov.
Paolo Giudici, David Heckerman, Joe Whittaker