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@article{ART001176243},
author={김갑식},
title={A credit scoring model of a capital company's customers using genetic algorithm based ntegration of multiple classifiers},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2005},
volume={10},
number={6},
pages={279-286}

TY - JOUR
AU - 김갑식
TI - A credit scoring model of a capital company's customers using genetic algorithm based ntegration of multiple classifiers
JO - Journal of The Korea Society of Computer and Information
PY - 2005
VL - 10
IS - 6
PB - The Korean Society Of Computer And Information
SP - 279
EP - 286
SN - 1598-849X
AB - The objective of this study is to suggest a credit scoring model of a capital company's customers by integration of multiple classifiers using genetic algorithm. For this purpose, an integrated model is derived in two phases. In first phase, three types of classifiers - MLP (Multi-Layered Perceptron), RBF (Radial Basis Function) and linear models - are trained, in which each type has three ones respectively so htat we have nine classifiers totally. In second phase, genetic algorithm is applied twice for integration of classifiers. That is, after htree models are derived from each group, a final one is from these three, In result, our suggested model shows a superior accuracy to any single ones.
KW - credit scoring;genetic algorithm;MLP(Multi-Layered Perceptron);linear;RBF (Radial Basis Function)
DO -
UR -
ER -

김갑식. (2005). A credit scoring model of a capital company's customers using genetic algorithm based ntegration of multiple classifiers. Journal of The Korea Society of Computer and Information, 10(6), 279-286.

김갑식. 2005, "A credit scoring model of a capital company's customers using genetic algorithm based ntegration of multiple classifiers", Journal of The Korea Society of Computer and Information, vol.10, no.6 pp.279-286.

김갑식 "A credit scoring model of a capital company's customers using genetic algorithm based ntegration of multiple classifiers" Journal of The Korea Society of Computer and Information 10.6 pp.279-286 (2005) : 279.

김갑식. A credit scoring model of a capital company's customers using genetic algorithm based ntegration of multiple classifiers. 2005; 10(6), 279-286.

김갑식. "A credit scoring model of a capital company's customers using genetic algorithm based ntegration of multiple classifiers" Journal of The Korea Society of Computer and Information 10, no.6 (2005) : 279-286.

김갑식. A credit scoring model of a capital company's customers using genetic algorithm based ntegration of multiple classifiers. Journal of The Korea Society of Computer and Information, 10(6), 279-286.

김갑식. A credit scoring model of a capital company's customers using genetic algorithm based ntegration of multiple classifiers. Journal of The Korea Society of Computer and Information. 2005; 10(6) 279-286.

김갑식. A credit scoring model of a capital company's customers using genetic algorithm based ntegration of multiple classifiers. 2005; 10(6), 279-286.

김갑식. "A credit scoring model of a capital company's customers using genetic algorithm based ntegration of multiple classifiers" Journal of The Korea Society of Computer and Information 10, no.6 (2005) : 279-286.