@article{ART001929548},
author={Lee, Hongki and Myoung, Sungmin},
title={Classification of the Diagnosis of Diabetes based on Mixture of Expert Model},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2014},
volume={19},
number={11},
pages={149-157}
TY - JOUR
AU - Lee, Hongki
AU - Myoung, Sungmin
TI - Classification of the Diagnosis of Diabetes based on Mixture of Expert Model
JO - Journal of The Korea Society of Computer and Information
PY - 2014
VL - 19
IS - 11
PB - The Korean Society Of Computer And Information
SP - 149
EP - 157
SN - 1598-849X
AB - Diabetes is a chronic disease that requires continuous medical care and patient-self managementeducation to prevent acute complications and reduce the risk of long-term complications. The worldwideprevalence and incidence of diabetes mellitus are reached epidemic proportions in most populations. Earlydetection of diabetes could help to prevent its onset by taking appropriate preventive measures andmanaging lifestyle. The major objective of this research is to develop an automated decision supportsystem for detection of diabetes using mixture of experts model. The performance of the classification algorithms was compared on the Pima Indians diabetes dataset. The result of this study demonstrated thatthe mixture of expert model achieved diagnostic accuracies were higher than the other automateddiagnostic systems.
KW - automated diagnostic system;decision support system;diabetes diagnosis;mixture of experts
DO -
UR -
ER -
Lee, Hongki and Myoung, Sungmin. (2014). Classification of the Diagnosis of Diabetes based on Mixture of Expert Model. Journal of The Korea Society of Computer and Information, 19(11), 149-157.
Lee, Hongki and Myoung, Sungmin. 2014, "Classification of the Diagnosis of Diabetes based on Mixture of Expert Model", Journal of The Korea Society of Computer and Information, vol.19, no.11 pp.149-157.
Lee, Hongki, Myoung, Sungmin "Classification of the Diagnosis of Diabetes based on Mixture of Expert Model" Journal of The Korea Society of Computer and Information 19.11 pp.149-157 (2014) : 149.
Lee, Hongki, Myoung, Sungmin. Classification of the Diagnosis of Diabetes based on Mixture of Expert Model. 2014; 19(11), 149-157.
Lee, Hongki and Myoung, Sungmin. "Classification of the Diagnosis of Diabetes based on Mixture of Expert Model" Journal of The Korea Society of Computer and Information 19, no.11 (2014) : 149-157.
Lee, Hongki; Myoung, Sungmin. Classification of the Diagnosis of Diabetes based on Mixture of Expert Model. Journal of The Korea Society of Computer and Information, 19(11), 149-157.
Lee, Hongki; Myoung, Sungmin. Classification of the Diagnosis of Diabetes based on Mixture of Expert Model. Journal of The Korea Society of Computer and Information. 2014; 19(11) 149-157.
Lee, Hongki, Myoung, Sungmin. Classification of the Diagnosis of Diabetes based on Mixture of Expert Model. 2014; 19(11), 149-157.
Lee, Hongki and Myoung, Sungmin. "Classification of the Diagnosis of Diabetes based on Mixture of Expert Model" Journal of The Korea Society of Computer and Information 19, no.11 (2014) : 149-157.