Whose balance sheet is this? : neural networks for banks' pattern recognition

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Borradores de Economía; No. 959
Date published
2016-09-07
Date of last update
2016-09-07
Author
León-Rincón, Carlos Eduardo
Moreno-Gutiérrez, José Fernando
Cely, Jorge
Document language
spa
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Las opiniones contenidas en el presente documento son responsabilidad exclusiva de los autores y no comprometen al Banco de la República ni a su Junta Directiva.
Abstract
The balance sheet is a snapshot that portraits the financial position of a firm at a specific point of time. Under the reasonable assumption that the financial position of a firm is unique and representative, we use a basic artificial neural network patte
JEL Codes
G21 - Banks; Depository Institutions; Micro Finance Institutions; MortgagesC45 - Neural Networks and Related TopicsC53 - Forecasting and Prediction Methods; Simulation MethodsM41 - Accounting
Keywords
Supervised learning ; Machine learning ; Artificial neural networks ; Classification ;
URI
https://repositorio.banrep.gov.co/handle/20.500.12134/6270
https://hdl.handle.net/20.500.12134/6270
https://doi.org/10.32468/be.959
https://ideas.repec.org/p/bdr/borrec/959.html
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This work is licensed under a Creative Commons Reconocimiento-NoComercial 4.0.This document has been deposited by the author (s) under the following certificate of deposit