Emanuela Raffinetti

University of Pavia

Via San Felice 5

Pavia, 27100

Italy

SCHOLARLY PAPERS

12

DOWNLOADS

1,305

SSRN CITATIONS
Rank 33,682

SSRN RANKINGS

Top 33,682

in Total Papers Citations

31

CROSSREF CITATIONS

1

Scholarly Papers (12)

1.

Shapley-Lorenz Decompositions in eXplainable Artificial Intelligence

Number of pages: 15 Posted: 13 Mar 2020
Paolo Giudici and Emanuela Raffinetti
University of Pavia and University of Pavia
Downloads 236 (244,496)
Citation 9

Abstract:

Loading...

Shapley values, Lorenz Zonoids, Predictive accuracy

2.

Shapley Lorenz Values for Artificial Intelligence Risk Management

Number of pages: 20 Posted: 09 Mar 2021
Niklas Bussmann, Roman Enzmann, Paolo Giudici and Emanuela Raffinetti
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Pavia and University of Pavia
Downloads 229 (251,687)
Citation 8

Abstract:

Loading...

Artificial Intelligence, Lorenz Zonoids, Shapley values, Risk management

3.

SAFE Artificial Intelligence in Finance

Number of pages: 9 Posted: 28 Feb 2023
Paolo Giudici and Emanuela Raffinetti
University of Pavia and University of Pavia
Downloads 203 (281,578)

Abstract:

Loading...

Lorenz Zonoids, Accuracy, Explainability, Fairness, Sustainability, Bitcoin price prediction

4.

A generalised ROC curve

Number of pages: 48 Posted: 12 Jul 2021
Emanuela Raffinetti and Paolo Giudici
University of Pavia and University of Pavia
Downloads 179 (315,261)
Citation 2

Abstract:

Loading...

Artificial Intelligence, Predictive Accuracy, Receiver Operating Characteristic curve

5.

Safeaipackage: A Python Package for AI Risk Measurement

Number of pages: 61 Posted: 01 Apr 2024
Golnoosh Babaei, Paolo Giudici and Emanuela Raffinetti
University of Pavia, University of Pavia and University of Pavia
Downloads 164 (343,901)
Citation 1

Abstract:

Loading...

Artificial Intelligence Risk Management, Concordance, Lorenz Curves, Ranks, Responsible Artificial Intelligence, Python

6.

Explainable fintech lending

Number of pages: 22 Posted: 26 Jul 2021
Golnoosh Babaei, Paolo Giudici and Emanuela Raffinetti
University of Pavia, University of Pavia and University of Pavia
Downloads 148 (370,635)
Citation 2

Abstract:

Loading...

Credit Risk Management, Explainable AI, Financial Technologies, Random Forest models.

7.

Cyber Risk Ordering With Rank-Based Statistical Models

Number of pages: 22 Posted: 08 Jan 2021
Paolo Giudici and Emanuela Raffinetti
University of Pavia and University of Pavia
Downloads 86 (548,034)
Citation 6

Abstract:

Loading...

Cyber Attacks, Concordance Measures, Operational Risks, Ordinal Data, Rank Regression

8.

Measuring multidimensional inequality: a proposal based on the Fourier transform

Number of pages: 19 Posted: 20 Nov 2023
Paolo Giudici, Emanuela Raffinetti and Giuseppe Toscani
University of Pavia, University of Pavia and University of Pavia
Downloads 23 (938,563)

Abstract:

Loading...

Inequality measures, Gini index, Fourier transform, Bitcoin exchanges

9.

Explainable Ai for Time Series

Number of pages: 28 Posted: 13 Mar 2024
University of Pavia, University of Pavia, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 22 (948,590)

Abstract:

Loading...

Explainable Artificial Intelligence, Shapley Lorenz Values, Time series

10.

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

Number of pages: 24 Posted: 13 Feb 2024
Paolo Giudici, Giuseppe Toscani and Emanuela Raffinetti
University of Pavia, University of Pavia and University of Pavia
Downloads 15 (1,021,146)

Abstract:

Loading...

Inequality measures, Gini index, Pietra index, Fourier transform, Scaling property

11.

A Rank Graduation Accuracy Measure

Posted: 10 Jan 2020
Arianna Agosto, Paolo Giudici and Emanuela Raffinetti
University of Pavia, University of Pavia and University of Pavia

Abstract:

Loading...

Predictive accuracy, Concordance measures, Credit Scoring

12.

On the Gini Coefficient Normalization When Attributes With Negative Values are Considered

Statistical Methods and Applications, 2014, DOI 10.1007/s10260-014-0293-4
Posted: 15 Dec 2014
Emanuela Raffinetti, Elena Siletti and Achille Vernizzi
University of Pavia, University of Milan - Department of Economics, Management and Quantitative Methods (DEMM) and Department of Economics, Management and Quantitative Methods, Università degli Studi di Milano

Abstract:

Loading...

Negative income, Negative attribute, Gini coefficient, Normalization term, Pigou-Dalton transfers principle

Other Papers (1)

Total Downloads: 0
1.

Measuring Fairness in Credit Scoring

Posted: 07 Jun 2022 Last Revised: 29 Aug 2023
Ying Chen, Paolo Giudici, Kailiang Liu and Emanuela Raffinetti
National University of Singapore (NUS) - Department of Mathematics, University of Pavia, National University of Singapore (NUS) - National University of Singapore (Chongqing) Research Institute and University of Pavia

Abstract:

Loading...

Shapley-Lorenz, Artificial Intelligence Credit Scoring, Fairness Test