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Ukrainian Banks’ Business Models Clustering: Application of Kohonen Neural Networks

This paper clusters and identifies six distinct bank business models using Kohonen Self-Organising Maps. We show how these models transform over the crisis and conclude that some of them are more prone to default. We also analyze the risk profiles of the bank business models and differentiate betwee...

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Autori principali: Vladyslav Rashkovan, Dmytro Pokidin
Natura: Artigo
Lingua:Inglês
Pubblicazione: National Bank of Ukraine 2016-12-01
Serie:Visnyk of the National Bank of Ukraine
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Accesso online:https://journal.bank.gov.ua/en/article/2016/238/02
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