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Paolo Giudici
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- affiliation: University of Pavia, Italy
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2020 – today
- 2024
- [j34]Paolo Giudici
, Mattia Centurelli, Stefano Turchetta:
Artificial Intelligence risk measurement. Expert Syst. Appl. 235: 121220 (2024) - [j33]Arianna Agosto, Paolo Giudici, Alessandra Tanda:
Statistical learning models to measure the impact of COVID-19 on financial fragility. Frontiers Artif. Intell. 7 (2024) - [j32]Maria Carla Calzarossa
, Paolo Giudici
, Rasha Zieni
:
Explainable machine learning for phishing feature detection. Qual. Reliab. Eng. Int. 40(1): 362-373 (2024) - [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
, 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): 639-664 (2023) - [c7]Paolo Giudici
, Emanuela Raffinetti
:
Lorenz Zonoids for Trustworthy AI. xAI (1) 2023: 517-530 - [c6]Maria Carla Calzarossa
, Paolo Giudici
, Rasha Zieni
:
Explainable Machine Learning for Bag of Words-Based Phishing Detection. xAI (1) 2023: 531-543 - 2022
- [j30]Paolo Giudici
, Gloria Polinesi, Alessandro Spelta:
Network models to improve robot advisory portfolios. Ann. Oper. Res. 313(2): 965-989 (2022) - [j29]Paolo Giudici
, Emanuela Raffinetti
:
Explainable AI methods in cyber risk management. Qual. Reliab. Eng. Int. 38(3): 1318-1326 (2022) - [c5]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: 412-415 - 2021
- [j28]Paolo Giudici
, Gloria Polinesi:
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
, Emanuela Raffinetti
:
Lorenz Model Selection. J. Classif. 37(3): 754-768 (2020) - [j24]Paolo Giudici, Paolo Pagnottoni
, Gloria Polinesi:
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
, Iman Abu Hashish
:
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
, Alessandro Spelta:
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
, Paolo Giudici, Branka Hadji Misheva
:
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
, Paolo Giudici, Valentino Pediroda:
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
, Johan A. Elkink
, Paolo Giudici:
Measuring bank contagion in Europe using binary spatial regression models. J. Oper. Res. Soc. 68(12): 1503-1511 (2017) - [j14]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): 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
, Paolo Giudici:
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
, Paolo Giudici:
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
, Paolo Giudici:
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
, Paolo Giudici:
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
, Paolo Giudici:
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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last updated on 2024-08-11 00:12 CEST by the dblp team
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