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@article{ART001366553},
author={권기태 and 이준길},
title={Support Vector Regression based on Immune Algorithm for Software Cost Estimation},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2009},
volume={14},
number={7},
pages={16-24}

TY - JOUR
AU - 권기태
AU - 이준길
TI - Support Vector Regression based on Immune Algorithm for Software Cost Estimation
JO - Journal of The Korea Society of Computer and Information
PY - 2009
VL - 14
IS - 7
PB - The Korean Society Of Computer And Information
SP - 16
EP - 24
SN - 1598-849X
AB - Increasing use of information system has led to larger amount of developing expenses and demands on software. Until recent days, the model using regression analysis based on statistical algorithm has been used. However, Machine learning is more investigated now. This paper estimates the software cost using SVR(Support Vector Regression), a sort of machine learning technique. Also, it finds the best set of parameters applying immune algorithm. In this paper, software cost estimation is performed by SVR based on immune algorithm while changing populations, memory cells, and number of allele. Finally, this paper analyzes and compares the result with existing other machine learning methods.
KW - Support Vector Regression;Software Cost Estimation;Machine Learning;Immune Algorithm;Parameters;Regression
DO -
UR -
ER -

권기태 and 이준길. (2009). Support Vector Regression based on Immune Algorithm for Software Cost Estimation. Journal of The Korea Society of Computer and Information, 14(7), 16-24.

권기태 and 이준길. 2009, "Support Vector Regression based on Immune Algorithm for Software Cost Estimation", Journal of The Korea Society of Computer and Information, vol.14, no.7 pp.16-24.

권기태, 이준길 "Support Vector Regression based on Immune Algorithm for Software Cost Estimation" Journal of The Korea Society of Computer and Information 14.7 pp.16-24 (2009) : 16.

권기태, 이준길. Support Vector Regression based on Immune Algorithm for Software Cost Estimation. 2009; 14(7), 16-24.

권기태 and 이준길. "Support Vector Regression based on Immune Algorithm for Software Cost Estimation" Journal of The Korea Society of Computer and Information 14, no.7 (2009) : 16-24.

권기태; 이준길. Support Vector Regression based on Immune Algorithm for Software Cost Estimation. Journal of The Korea Society of Computer and Information, 14(7), 16-24.

권기태; 이준길. Support Vector Regression based on Immune Algorithm for Software Cost Estimation. Journal of The Korea Society of Computer and Information. 2009; 14(7) 16-24.

권기태, 이준길. Support Vector Regression based on Immune Algorithm for Software Cost Estimation. 2009; 14(7), 16-24.

권기태 and 이준길. "Support Vector Regression based on Immune Algorithm for Software Cost Estimation" Journal of The Korea Society of Computer and Information 14, no.7 (2009) : 16-24.