Classifying payment patterns with artificial neural networks: An autoencoder approach

Payments and market infrastructures are the backbone of modern financial systems and play a key role in the economy. One of their main goals is to manage systemic risk, especially in the case of systemically important payment systems (SIPS) serving interbank funds transfers. We develop an autoencode...

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Bibliographic Details
Main Authors: Jeniffer Rubio, Paolo Barucca, Gerardo Gage, John Arroyo, Raúl Morales-Resendiz
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:Latin American Journal of Central Banking
Subjects:
C45
E42
E58
Online Access:http://www.sciencedirect.com/science/article/pii/S2666143820300132