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

Borradores de Economia
Número: 
959
Publicado: 
Clasificación JEL: 
C45, C53, G21, M41
Palabras clave: 
Supervised Learning, Machine Learning, artificial neural networks, Classification

Lo más reciente

Jhorland Ayala-García, Yesica Tatiana Lara-Silva, Alejandro Alberto Vargas-Villamil, Lina Romero-Chaparro
Jesús Alonso Botero-García, Ligia Alba Melo-Becerra, Cristian Castrillón Gaviria, Daniela Gallo

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