Golnoosh Babaei

University of Pavia

PhD Student in Computer Engineering

Via San Felice

5

Pavia, Pavia 27100

Italy

  • University of Pavia

SCHOLARLY PAPERS

4

DOWNLOADS

605

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Scholarly Papers (4)

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1.

Explainable Artificial Intelligence For Crypto Asset Allocation

Number of pages: 18 Posted: 06 Dec 2021
Golnoosh Babaei and Paolo Giudici
University of Pavia and University of Pavia
Downloads 239 (205,328)

Abstract:

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Machine learning, Shapley values, Robo-advisory

2.

Which SME is worth an investment? An explainable machine learning approach

Number of pages: 13 Posted: 24 Mar 2021
Golnoosh Babaei and Paolo Giudici
University of Pavia and University of Pavia
Downloads 161 (293,533)

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Credit Risk Management, Explainable AI, Expected Return, Financial Technologies

3.

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 131 (346,329)
Citation 2

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

4.

InstanceSHAP: An Instance-Based Estimation Approach for Shapley Values

Number of pages: 17 Posted: 17 Dec 2022
Golnoosh Babaei and Paolo Giudici
University of Pavia and University of Pavia
Downloads 74 (505,543)

Abstract:

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Feature attribution, Shapley values, Machine Learning, Explainability