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Pasquale Maddaloni

Bank of Italy

Via Nazionale 91

Rome, 00184

Italy

SCHOLARLY PAPERS

2

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376

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Scholarly Papers (2)

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1.

Stacking machine-learning models for anomaly detection: comparing AnaCredit to other banking datasets

Bank of Italy Occasional Paper No. 689
Number of pages: 41 Posted: 16 May 2022
Pasquale Maddaloni, Davide Nicola Continanza, Andrea Del Monaco, Daniele Figoli, Marco Di Lucido, Filippo Quarta and Giuseppe Turturiello
Bank of Italy, Bank of Italy, Bank of Italy, Bank of Italy, Bank of Italy, Bank of Italy and Bank of Italy
Downloads 258 (296,486)

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banking data, data quality management, outlier and anomaly detection, machine learning, auto-encoder, robust regression, pseudo labelling

2.

Quality Checks on Granular Banking Data: An Experimental Approach Based on Machine Learning?

Bank of Italy Occasional Paper No. 547
Number of pages: 23 Posted: 28 May 2020
Fabio Zambuto, Maria Rosaria Buzzi, Giuseppe Costanzo, Marco Di Lucido, Barbara La Ganga, Pasquale Maddaloni, Fabio Papale and Emiliano Svezia
Bank of Italy, Bank of Italy, Bank of Italy, Bank of Italy, Bank of Italy, Bank of Italy, Bank of Italy and Bank of Italy
Downloads 118 (608,822)

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banking data, data quality management, outlier detection, machine learning, quantile regression, random forests