Prediction of bank failures in emerging financial markets: an ANN approach

摘要: Purpose – The recent financial crises in the world have brought attention to need for a new international architecture which rests on crisis prevention, prediction and management. It is therefore both desirable vital explore predictive techniques providing early warnings regulatory agencies. purpose of this study propose technique prevent future crises, with reference last banking Turkey.Design/methodology/approach ANN utilized as an inductive algorithm discovering knowledge structures data used explain previous bank failures Turkish sector special case EFMs (emerging markets).Findings empirical results indicate that proved differentiate patterns or trends data. Most could be predicted long before, utilization classification approach, but more importantly it proposed detect ...