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@article{ART001332886},
author={Kwon, Ki Tae and 이준길},
title={A Study on the Selection of Parameters and Application of SVM for Software Cost Estimation},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2009},
volume={14},
number={3},
pages={210-216}

TY - JOUR
AU - Kwon, Ki Tae
AU - 이준길
TI - A Study on the Selection of Parameters and Application of SVM for Software Cost Estimation
JO - Journal of The Korea Society of Computer and Information
PY - 2009
VL - 14
IS - 3
PB - The Korean Society Of Computer And Information
SP - 210
EP - 216
SN - 1598-849X
AB - The accurate estimation of software development cost is important to a successful development in software engineering. This paper presents a software cost estimation method using a support vector machine. Support vector machine is one of the efficient techniques for classification, and it is the classification method of input data based on Maximum-Margin Hyperplane. But SVM has the problem of the selection of optimal parameters, because it is dependent on user's parameters. This paper selects optimized SVM parameters using advanced method, and estimates software development cost. The proposed approach outperform some recent results reported in the literature.
KW - Software Development Cost;Support Vector Machine;Optimal Parameters
DO -
UR -
ER -

Kwon, Ki Tae and 이준길. (2009). A Study on the Selection of Parameters and Application of SVM for Software Cost Estimation. Journal of The Korea Society of Computer and Information, 14(3), 210-216.

Kwon, Ki Tae and 이준길. 2009, "A Study on the Selection of Parameters and Application of SVM for Software Cost Estimation", Journal of The Korea Society of Computer and Information, vol.14, no.3 pp.210-216.

Kwon, Ki Tae, 이준길 "A Study on the Selection of Parameters and Application of SVM for Software Cost Estimation" Journal of The Korea Society of Computer and Information 14.3 pp.210-216 (2009) : 210.

Kwon, Ki Tae, 이준길. A Study on the Selection of Parameters and Application of SVM for Software Cost Estimation. 2009; 14(3), 210-216.

Kwon, Ki Tae and 이준길. "A Study on the Selection of Parameters and Application of SVM for Software Cost Estimation" Journal of The Korea Society of Computer and Information 14, no.3 (2009) : 210-216.

Kwon, Ki Tae; 이준길. A Study on the Selection of Parameters and Application of SVM for Software Cost Estimation. Journal of The Korea Society of Computer and Information, 14(3), 210-216.

Kwon, Ki Tae; 이준길. A Study on the Selection of Parameters and Application of SVM for Software Cost Estimation. Journal of The Korea Society of Computer and Information. 2009; 14(3) 210-216.

Kwon, Ki Tae, 이준길. A Study on the Selection of Parameters and Application of SVM for Software Cost Estimation. 2009; 14(3), 210-216.

Kwon, Ki Tae and 이준길. "A Study on the Selection of Parameters and Application of SVM for Software Cost Estimation" Journal of The Korea Society of Computer and Information 14, no.3 (2009) : 210-216.