Stacking machine-learning models for anomaly detection : comparing AnaCredit to other banking datasets
by Pasquale Maddaloni, Davide Nicola Continanza, Andrea del Monaco, Daniele Figoli, Marco di Lucido, Filippo Quarta and Giuseppe Turturiello
| Year of publication: |
[2022]
|
|---|---|
| Authors: | Maddaloni, Pasquale ; Continanza, Davide Nicola ; Del Monaco, Andrea ; Figoli, Daniele ; Di Lucido, Marco ; Quarta, Filippo ; Turturiello, Giuseppe |
| Publisher: |
[Rom] : Banca d'Italia |
| Subject: | banking data | data quality management | outlier and anomaly detection | machine learning | auto-encoder | robust regression | pseudo labelling | Künstliche Intelligenz | Artificial intelligence | Datenqualität | Data quality | Regressionsanalyse | Regression analysis |
freely available
| Extent: | 1 Online-Ressource (circa 41 Seiten) Illustrationen |
|---|---|
| Series: | Questioni di economia e finanza. - Roma, ZDB-ID 2265695-9. - Vol. number 689 (April 2022) |
| Type of publication: | Book / Working Paper |
| Type of publication (narrower categories): | Graue Literatur ; Non-commercial literature ; Arbeitspapier ; Working Paper |
| Language: | English |
| Other identifiers: | 10.32057/0.QEF.2022.0689 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10013264672