[HTML][HTML] Shallow or deep? Training an autoencoder to detect anomalous flows in a retail payment system

L Sabetti, R Heijmans - Latin American Journal of Central Banking, 2021 - Elsevier
Our paper applies a deep neural network autoencoder (AE) to detect anomalous payment
flows in Canada's retail batch clearing payments system, the Automated Clearing Settlement …

El ISAE: un indicador para monitorear la actividad económica colombiana en alta frecuencia

JP Cote-Barón, KL Pulido-Mahecha… - … de Economía; No …, 2023 - repositorio.banrep.gov.co
El desarrollo de metodologías que permitan el diagnóstico del estado y la tendencia de la
actividad económica es de especial importancia para la toma de decisiones de política …

Timely Estimates of the Monthly Mexican Economic Activity

F Corona, G González-Farías… - Journal of Official …, 2022 - journals.sagepub.com
In this article, we present a new approach based on dynamic factor models (DFMs) to
perform accurate nowcasts for the percentage annual variation of the Mexican Global …

[PDF][PDF] Nowcasting Peruvian GDP with Machine Learning Methods

J Flores, B Gonzaga, W Ruelas-Huanca, J Tang - 2024 - researchgate.net
This paper explores the application of machine learning (ML) techniques to nowcast
themonthlyyear-over-yeargrowthrateofbothtotalandnon-primaryGDPinPeru. Using acomprehensivedatasetthatincludesover17 …

Colombian economic activity nowcasting: Addressing nonlinearities and high dimensionality through machine-learning

JJ Rincón Briceño - 2025 - repositorio.uniandes.edu.co
Economic decisions are made with high uncertainty about the current and recent past
economic activity, due to the limited and imperfect available information. Therefore the …

INNOVACIÓN EN LA INDUSTRIA DE LOS MEDIOS DE PAGO: UNA PALANCA PARA EL CRECMIENTO DE LOS NEOBANCOS

AO Pizarro - Boletín de Estudios Económicos, 2020 - search.proquest.com
El artículo muestra cómo los medios de pago se están convirtiendo en una herramienta
fundamental para la vinculación del cliente, de la que tanto bancos como fintechs se deben …

Latin American falls, rebounds and tail risks

L Campos, D Leiva-León, S Zapata-Álvarez - 2022 - repositorio.banrep.gov.co
This paper proposes comprehensive measures of the Latin American business cycle that
help to infer the expected deepness of recessions, and strength of expansions, as they …

Forecasting Digital Payment Systems Data for Nowcasting Macroeconomic Variables in India–A Deep Learning Perspective

NK Singh, Y Agarwal, S Adki - Journal of Income and Wealth, 2023 - indianjournals.com
The recent worldwide development and widespread use of digital payment systems has
provided an opportunity to explore new sources of data for the monitoring of macroeconomic …

Model Alternatif Nowcasting di Indonesia

A Muditomo - BASKARA: Journal of Business and Entrepreneurship, 2020 - jurnal.umj.ac.id
Kondisi ketidakpastian dan volatilitas perekonomian di awal tahun 2020 diluar perkiraan
dan perhitungan pelaku ekonomi. Wabah pandemi Covid-19 merubah wajah perekonomian …

El ciclo económico en Colombia: una aplicación del método de regresión de Hamilton al Índice de Seguimiento a la Economía

RR Hernández Palacios - repositorio.unal.edu.co
Este documento compara el filtro de regresión de Hamilton con las metodologías
tradicionales, el algoritmo Bry-Boschan y el filtro Hodrick-Prescott, utilizando la serie del …