Analysis of World Bank Indicators for Countries with Banking Crises by Subgroup Discovery Induction (CROSBI ID 597283)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Gamberger, Dragan ; Lučanin, Dražen ; Šmuc, Tomislav
engleski
Analysis of World Bank Indicators for Countries with Banking Crises by Subgroup Discovery Induction
The paper presents results of the analysis of countries that experienced banking crises in the period 1976-2011. The analysed data are World Bank indicators in the periods before the onset of the crises. The work is done as part of the EU FP7 project “Forecasting Financial Crises”. For the analysis we have used the subgroup discovery methodology, which is especially useful when different subtypes of the main concept are anticipated and when different, possibly even contradictory properties may characterize these subtypes. We describe the data preparation process and the Data Mining Server application for subgroup discovery induction. The applied methodology may also be useful for other applications in business and marketing domains. Our main result is the classification of five subsets of countries with banking crises. Three of them may be recognized as financially driven types of banking crises, while significant socio- economic problems are characteristic for the remaining two subgroups.
banking crises; subgroup discovery; data mining server
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Podaci o prilogu
1433-1437.
2013.
objavljeno
Podaci o matičnoj publikaciji
Mipro-2013 Proceedings
Biljanović, Petar
Rijeka:
1847-3946
Podaci o skupu
MIPRO 2013
predavanje
20.05.2013-24.05.2013
Opatija, Hrvatska