Emiliano Svezia

Bank of Italy

Via Nazionale 91

Rome, 00184

Italy

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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
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Abstract:

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