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Paolo Giudici
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- affiliation: University of Pavia, Italy
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2020 – today
- 2025
- [j37]Golnoosh Babaei, Paolo Giudici
, Emanuela Raffinetti
A Rank Graduation Box for SAFE AI. Expert Syst. Appl. 259: 125239 (2025) - 2024
- [j36]Paolo Giudici
Artificial Intelligence risk measurement. Expert Syst. Appl. 235: 121220 (2024) - [j35]Ying Chen, Paolo Giudici
Measuring fairness in credit ratings. Expert Syst. Appl. 258: 125184 (2024) - [j34]Arianna Agosto, Paolo Giudici, Alessandra Tanda:
Statistical learning models to measure the impact of COVID-19 on financial fragility. Frontiers Artif. Intell. 7 (2024) - [j33]Maria Carla Calzarossa
Explainable machine learning for phishing feature detection. Qual. Reliab. Eng. Int. 40(1): 362-373 (2024) - [j32]Golnoosh Babaei
How fair is machine learning in credit lending? Qual. Reliab. Eng. Int. 40(6): 3452-3464 (2024) - [c9]Paolo Giudici, Parvati Neelakantan:
Shapley values and fairness. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2024: 9-16 - [c8]Paolo Giudici, Giulia Vilone:
Model agnostic calibration of image classifiers. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2024: 57-64 - [i2]Paolo Giudici, Emanuela Raffinetti, Giuseppe Toscani:
Measuring multidimensional inequality: a new proposal based on the Fourier transform. CoRR abs/2401.14012 (2024) - [i1]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 abs/2407.01294 (2024) - 2023
- [j31]Alessandro Spelta
The impact of the SARS-CoV-2 pandemic on financial markets: a seismologic approach. Ann. Oper. Res. 330(1): 639-664 (2023) - [c7]Paolo Giudici
Lorenz Zonoids for Trustworthy AI. xAI (1) 2023: 517-530 - [c6]Maria Carla Calzarossa
Explainable Machine Learning for Bag of Words-Based Phishing Detection. xAI (1) 2023: 531-543 - 2022
- [j30]Paolo Giudici
Network models to improve robot advisory portfolios. Ann. Oper. Res. 313(2): 965-989 (2022) - [j29]Paolo Giudici
Explainable AI methods in cyber risk management. Qual. Reliab. Eng. Int. 38(3): 1318-1326 (2022) - [c5]Enea Parimbelli
The PERISCOPE Data Atlas: A Demonstration of Release v1.2. AIME 2022: 412-415 - 2021
- [j28]Paolo Giudici
Crypto price discovery through correlation networks. Ann. Oper. Res. 299(1): 443-457 (2021) - [j27]Paolo Giudici, Emanuela Raffinetti
Shapley-Lorenz eXplainable Artificial Intelligence. Expert Syst. Appl. 167: 114104 (2021) - [j26]Alex Gramegna, Paolo Giudici:
SHAP and LIME: An Evaluation of Discriminative Power in Credit Risk. Frontiers Artif. Intell. 4: 752558 (2021) - 2020
- [j25]Paolo Giudici
Lorenz Model Selection. J. Classif. 37(3): 754-768 (2020) - [j24]Paolo Giudici, Paolo Pagnottoni
Network Models to Enhance Automated Cryptocurrency Portfolio Management. Frontiers Artif. Intell. 3: 22 (2020) - [j23]Niklas Bussmann, Paolo Giudici, Dimitri Marinelli, Jochen Papenbrock:
Explainable AI in Fintech Risk Management. Frontiers Artif. Intell. 3: 26 (2020) - [j22]Paolo Giudici
A hidden Markov model to detect regime changes in cryptoasset markets. Qual. Reliab. Eng. Int. 36(6): 2057-2065 (2020)
2010 – 2019
- 2019
- [j21]Paolo Giudici, Branka Hadji Misheva
Network Based Scoring Models to Improve Credit Risk Management in Peer to Peer Lending Platforms. Frontiers Artif. Intell. 2: 3 (2019) - [j20]Arianna Agosto, Paolo Giudici, Tom Leach:
Spatial Regression Models to Improve P2P Credit Risk Management. Frontiers Artif. Intell. 2: 6 (2019) - [j19]Daniel Felix Ahelegbey
Factorial Network Models to Improve P2P Credit Risk Management. Frontiers Artif. Intell. 2: 8 (2019) - [j18]Paolo Giudici, Ronald Hochreiter, Jörg Osterrieder, Jochen Papenbrock, Peter Schwendner
Editorial: AI and Financial Technology. Frontiers Artif. Intell. 2: 25 (2019) - 2018
- [j17]Paolo Giudici:
Fintech Risk Management: A Research Challenge for Artificial Intelligence in Finance. Frontiers Artif. Intell. 1: 1 (2018) - [c4]Branka Hadji Misheva
Network-Based Models to Improve Credit Scoring Accuracy. DSAA 2018: 623-630 - [c3]Peter Sarlin, Paolo Giudici, Alessandro Spelta, Kaj-Mikael Björk:
Riskrank to Predict Systemic Banking Crises With Common Exposures. HICSS 2018: 1-9 - 2017
- [j16]Paola Cerchiello, Paolo Giudici, Giancarlo Nicola:
Twitter data models for bank risk contagion. Neurocomputing 264: 50-56 (2017) - [j15]Raffaella Calabrese
Measuring bank contagion in Europe using binary spatial regression models. J. Oper. Res. Soc. 68(12): 1503-1511 (2017) - [j14]Paolo Giudici, Francesca Greselin
CLADAG 2015 special issue: Selected papers on classification and data analysis. Stat. Anal. Data Min. 10(1): 5 (2017) - 2016
- [j13]Paola Cerchiello, Paolo Giudici:
Conditional graphical models for systemic risk estimation. Expert Syst. Appl. 43: 165-174 (2016) - [j12]Paola Cerchiello, Paolo Giudici:
Big data analysis for financial risk management. J. Big Data 3: 18 (2016) - [j11]Paola Cerchiello, Paolo Giudici:
A Bayesian h-index: How to measure research impact. Stat. Anal. Data Min. 9(6): 388-396 (2016) - 2015
- [j10]Raffaella Calabrese
Estimating bank default with generalised extreme value regression models. J. Oper. Res. Soc. 66(11): 1783-1792 (2015) - 2014
- [j9]Paola Cerchiello, Paolo Giudici:
On a statistical h index. Scientometrics 99(2): 299-312 (2014) - 2013
- [e1]Paolo Giudici, Salvatore Ingrassia, Maurizio Vichi:
Statistical Models for Data Analysis. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2013, ISBN 978-3-319-00031-2 [contents] - 2012
- [j8]Paola Cerchiello, Paolo Giudici:
Non parametric statistical models for on-line text classification. Adv. Data Anal. Classif. 6(4): 277-288 (2012) - 2011
- [j7]Silvia Figini
Statistical merging of rating models. J. Oper. Res. Soc. 62(6): 1067-1074 (2011) - 2010
- [p2]Paolo Giudici:
Data Mining Model Comparison. Data Mining and Knowledge Discovery Handbook 2010: 641-654
2000 – 2009
- 2009
- [j6]Silvia Figini
Statistical models for e-learning data. Stat. Methods Appl. 18(2): 293-304 (2009) - [r1]Paolo Giudici:
Evaluation of Data Mining Methods. Encyclopedia of Data Warehousing and Mining 2009: 789-794 - 2008
- [j5]Luciana Dalla Valle
A Bayesian approach to estimate the marginal loss distributions in operational risk management. Comput. Stat. Data Anal. 52(6): 3107-3127 (2008) - 2007
- [j4]Paolo Giudici:
Merging data streams in operational risk management. Monde des Util. Anal. Données 36: 6-9 (2007) - 2006
- [c2]Paolo Baldini, Silvia Figini
Nonparametric Approaches for e-Learning Data. ICDM 2006: 548-560 - 2005
- [p1]Paolo Giudici:
Data Mining Model Comparison. The Data Mining and Knowledge Discovery Handbook 2005: 697-714 - 2003
- [j3]Paolo Giudici, Robert Castelo
Improving Markov Chain Monte Carlo Model Search for Data Mining. Mach. Learn. 50(1-2): 127-158 (2003) - 2002
- [c1]Erika Blanc, Paolo Giudici:
Sequence Rules for Web Clickstream Analysis. ICDM 2002: 1-14 - 2001
- [j2]Paolo Giudici, David Heckerman, Joe Whittaker:
Statistical Models for Data Mining. Data Min. Knowl. Discov. 5(3): 163-165 (2001) - [j1]Paolo Giudici, Robert Castelo
Association Models for Web Mining. Data Min. Knowl. Discov. 5(3): 183-196 (2001)
Coauthor Index
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