Empowering financial supervision: a SupTech experiment using machine learning in an early warning system
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DOI: https://doi.org/10.53479/39320
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More about this item
Keywords
suptech; natural language processing; machine learning; network analysis; sentiment;All these keywords.
JEL classification:
- C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
- D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BIG-2025-04-07 (Big Data)
- NEP-CMP-2025-04-07 (Computational Economics)
- NEP-FDG-2025-04-07 (Financial Development and Growth)
- NEP-NET-2025-04-07 (Network Economics)
- NEP-RMG-2025-04-07 (Risk Management)
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