Paolo Giudici

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 32

Top Topics

Risk Management

Discriminative Power

Machine Learning

Regression Model

Top Venues

Frontiers Artif. Intell.

Expert Syst. Appl.

Qual. Reliab. Eng. Int.

Ann. Oper. Res.

Publications

Paolo Giudici, Emanuela Raffinetti, Giuseppe Toscani
Measuring multidimensional inequality: a new proposal based on the Fourier transform. CoRR (2024)
Ying Chen, Paolo Giudici, Kailiang Liu, Emanuela Raffinetti
Measuring fairness in credit ratings. Expert Syst. Appl. 258 (2024)
Paolo Giudici, Mattia Centurelli, Stefano Turchetta
Artificial Intelligence risk measurement. Expert Syst. Appl. 235 (2024)
Arianna Agosto, Paolo Giudici, Alessandra Tanda
Statistical learning models to measure the impact of COVID-19 on financial fragility. Frontiers Artif. Intell. 7 (2024)
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
A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms. CoRR (2024)
Maria Carla Calzarossa, Paolo Giudici, Rasha Zieni
Explainable machine learning for phishing feature detection. Qual. Reliab. Eng. Int. 40 (1) (2024)
Paolo Giudici, Emanuela Raffinetti
Lorenz Zonoids for Trustworthy AI. xAI (1) (2023)
Alessandro Spelta, Nicolò Pecora, Andrea Flori, Paolo Giudici
The impact of the SARS-CoV-2 pandemic on financial markets: a seismologic approach. Ann. Oper. Res. 330 (1) (2023)
Maria Carla Calzarossa, Paolo Giudici, Rasha Zieni
Explainable Machine Learning for Bag of Words-Based Phishing Detection. xAI (1) (2023)
Paolo Giudici, Emanuela Raffinetti
Explainable AI methods in cyber risk management. Qual. Reliab. Eng. Int. 38 (3) (2022)
Enea Parimbelli, Cristiana Larizza, Vladimir Urosevic, Andrea Pogliaghi, Manuel Ottaviano, Cindy Cheng, Vincent Benoit, Daniele Pala, Vittorio Casella, Riccardo Bellazzi, Paolo Giudici
The PERISCOPE Data Atlas: A Demonstration of Release v1.2. AIME (2022)
Paolo Giudici, Gloria Polinesi, Alessandro Spelta
Network models to improve robot advisory portfolios. Ann. Oper. Res. 313 (2) (2022)
Paolo Giudici, Gloria Polinesi
Crypto price discovery through correlation networks. Ann. Oper. Res. 299 (1) (2021)
Paolo Giudici, Emanuela Raffinetti
Shapley-Lorenz eXplainable Artificial Intelligence. Expert Syst. Appl. 167 (2021)
Alex Gramegna, Paolo Giudici
SHAP and LIME: An Evaluation of Discriminative Power in Credit Risk. Frontiers Artif. Intell. 4 (2021)
Niklas Bussmann, Paolo Giudici, Dimitri Marinelli, Jochen Papenbrock
Explainable AI in Fintech Risk Management. Frontiers Artif. Intell. 3 (2020)
Paolo Giudici, Iman Abu Hashish
A hidden Markov model to detect regime changes in cryptoasset markets. Qual. Reliab. Eng. Int. 36 (6) (2020)
Paolo Giudici, Paolo Pagnottoni, Gloria Polinesi
Network Models to Enhance Automated Cryptocurrency Portfolio Management. Frontiers Artif. Intell. 3 (2020)
Paolo Giudici, Emanuela Raffinetti
Lorenz Model Selection. J. Classif. 37 (3) (2020)
Paolo Giudici, Branka Hadji Misheva, Alessandro Spelta
Network Based Scoring Models to Improve Credit Risk Management in Peer to Peer Lending Platforms. Frontiers Artif. Intell. 2 (2019)
Paolo Giudici, Ronald Hochreiter, Jörg Osterrieder, Jochen Papenbrock, Peter Schwendner
Editorial: AI and Financial Technology. Frontiers Artif. Intell. 2 (2019)
Daniel Felix Ahelegbey, Paolo Giudici, Branka Hadji Misheva
Factorial Network Models to Improve P2P Credit Risk Management. Frontiers Artif. Intell. 2 (2019)
Arianna Agosto, Paolo Giudici, Tom Leach
Spatial Regression Models to Improve P2P Credit Risk Management. Frontiers Artif. Intell. 2 (2019)
Branka Hadji Misheva, Paolo Giudici, Valentino Pediroda
Network-Based Models to Improve Credit Scoring Accuracy. DSAA (2018)
Paolo Giudici
Fintech Risk Management: A Research Challenge for Artificial Intelligence in Finance. Frontiers Artif. Intell. 1 (2018)
Peter Sarlin, Paolo Giudici, Alessandro Spelta, Kaj-Mikael Björk
Riskrank to Predict Systemic Banking Crises With Common Exposures. HICSS (2018)
Paola Cerchiello, Paolo Giudici, Giancarlo Nicola
Twitter data models for bank risk contagion. Neurocomputing 264 (2017)
Raffaella Calabrese, Johan A. Elkink, Paolo Giudici
Measuring bank contagion in Europe using binary spatial regression models. J. Oper. Res. Soc. 68 (12) (2017)
Paolo Giudici, Francesca Greselin, Thomas Brendan Murphy, Carla Rampichini
CLADAG 2015 special issue: Selected papers on classification and data analysis. Stat. Anal. Data Min. 10 (1) (2017)
Paola Cerchiello, Paolo Giudici
A Bayesian h-index: How to measure research impact. Stat. Anal. Data Min. 9 (6) (2016)
Paola Cerchiello, Paolo Giudici
Big data analysis for financial risk management. J. Big Data 3 (2016)
Paola Cerchiello, Paolo Giudici
Conditional graphical models for systemic risk estimation. Expert Syst. Appl. 43 (2016)
Raffaella Calabrese, Paolo Giudici
Estimating bank default with generalised extreme value regression models. J. Oper. Res. Soc. 66 (11) (2015)
Paola Cerchiello, Paolo Giudici
On a statistical h index. Scientometrics 99 (2) (2014)
Paola Cerchiello, Paolo Giudici
Non parametric statistical models for on-line text classification. Adv. Data Anal. Classif. 6 (4) (2012)
Silvia Figini, Paolo Giudici
Statistical merging of rating models. J. Oper. Res. Soc. 62 (6) (2011)
Silvia Figini, Paolo Giudici
Statistical models for e-learning data. Stat. Methods Appl. 18 (2) (2009)
Luciana Dalla Valle, Paolo Giudici
A Bayesian approach to estimate the marginal loss distributions in operational risk management. Comput. Stat. Data Anal. 52 (6) (2008)
Paolo Giudici
Merging data streams in operational risk management. Monde des Util. Anal. Données 36 (2007)
Paolo Baldini, Silvia Figini, Paolo Giudici
Nonparametric Approaches for e-Learning Data. ICDM (2006)
Paolo Giudici, Robert Castelo
Improving Markov Chain Monte Carlo Model Search for Data Mining. Mach. Learn. 50 (1-2) (2003)
Erika Blanc, Paolo Giudici
Sequence Rules for Web Clickstream Analysis. ICDM (2002)
Paolo Giudici, Robert Castelo
Association Models for Web Mining. Data Min. Knowl. Discov. 5 (3) (2001)
Paolo Giudici, David Heckerman, Joe Whittaker
Statistical Models for Data Mining. Data Min. Knowl. Discov. 5 (3) (2001)