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The trajectories of the financial crisis of companies at risk of bankruptcy

Abstract

This article concerns the assessment of the trajectory of the collapse of enterprises in Central Europe. The author has developed a model of a Kohonen artificial neural network. This model was used to determine 6 different classes of risk and was allowed to graphically determine the 5- to 10-year trajectory of going bankrupt. The study used data on 140 companies listed on the Warsaw Stock Exchange. This population was divided into learning and testing samples. For each company analyzed, the author has calculated a set of 15 financial ratios for the period of 15 years before the bankruptcy. In the literature, this is one of the first studies on bankruptcy over a long period of time.

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Category:
Articles
Type:
publikacja w in. zagranicznym czasopiśmie naukowym (tylko język obcy)
Published in:
International Journal of Management and Applied Science (IJMAS) no. 3, pages 28 - 32,
ISSN: 2394-7926
Language:
English
Publication year:
2017
Bibliographic description:
Korol T.. The trajectories of the financial crisis of companies at risk of bankruptcy. International Journal of Management and Applied Science (IJMAS), 2017, Vol. 3, nr. 3, s.28-32
Verified by:
Gdańsk University of Technology

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