Results for 'Lyudmila Novikova'

  1. Evaluation of Ukrainian banks’ business models by the structural and functional groups analysis method.Olena Zarutska, Lyudmila Novikova, Roman Pavlov, Tatyana Pavlova & Oksana Levkovich - 2022 - Financial and Credit Activity Problems of Theory and Practice 4 (45):8-20.
    A method of identifying banks’ business models and studying the features of their risk profile, considering the system of indicators featuring the structure of assets, liabilities, income, expenses, and other qualitative indicators based on monthly statistical reporting. Kohonen's self-organizing maps (SOM) are used to process large data sets, revealing objects’ hidden features by forming homogeneous groups according to similar values of a large system of indicators. The choice of the system of indicators that play the most significant role in describing (...)
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