Kitsios, E.; Doumpos, M.; Zopounidis, C. - In: Fuzzy Economic Review XI (2006) 1, pp. 3-26
Credit cards constitute one of the most common forms of consumer loans. The main purpose of this paper is to apply fuzzy data analysis to the credit scoring problem. A neuro-fuzzy classification technique is compared to the logistic regression approach and novel machine learning algorithms that...