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...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
National Bank of Ukraine
2016-12-01
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| Series: | Visnyk of the National Bank of Ukraine |
| Subjects: | |
| Online Access: | https://journal.bank.gov.ua/en/article/2016/238/02 |