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@article{ART002406731},
author={Hyun-Sook Rhee},
title={Feature Impact Evaluation Based Pattern Classification System},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2018},
volume={23},
number={11},
pages={25-30},
doi={10.9708/jksci.2018.23.11.025}

TY - JOUR
AU - Hyun-Sook Rhee
TI - Feature Impact Evaluation Based Pattern Classification System
JO - Journal of The Korea Society of Computer and Information
PY - 2018
VL - 23
IS - 11
PB - The Korean Society Of Computer And Information
SP - 25
EP - 30
SN - 1598-849X
AB - Pattern classification system is often an important component of intelligent systems. In this paper, we present a pattern classification system consisted of the feature selection module, knowledge base construction module and decision module. We introduce a feature impact evaluation selection method based on fuzzy cluster analysis considering computational approach and generalization capability of given data characteristics. A fuzzy neural network, OFUN-NET based on unsupervised learning data mining technique produces knowledge base for representative clusters. 240 blemish pattern images are prepared and applied to the proposed system. Experimental results show the feasibility of the proposed classification system as an automating defect inspection tool.
KW - feature selection;cluster validity measurement;feature impact evaluation;unsupervised learning;pattern classification
DO - 10.9708/jksci.2018.23.11.025
ER -

Hyun-Sook Rhee. (2018). Feature Impact Evaluation Based Pattern Classification System. Journal of The Korea Society of Computer and Information, 23(11), 25-30.

Hyun-Sook Rhee. 2018, "Feature Impact Evaluation Based Pattern Classification System", Journal of The Korea Society of Computer and Information, vol.23, no.11 pp.25-30. Available from: doi:10.9708/jksci.2018.23.11.025

Hyun-Sook Rhee "Feature Impact Evaluation Based Pattern Classification System" Journal of The Korea Society of Computer and Information 23.11 pp.25-30 (2018) : 25.

Hyun-Sook Rhee. Feature Impact Evaluation Based Pattern Classification System. 2018; 23(11), 25-30. Available from: doi:10.9708/jksci.2018.23.11.025

Hyun-Sook Rhee. "Feature Impact Evaluation Based Pattern Classification System" Journal of The Korea Society of Computer and Information 23, no.11 (2018) : 25-30.doi: 10.9708/jksci.2018.23.11.025

Hyun-Sook Rhee. Feature Impact Evaluation Based Pattern Classification System. Journal of The Korea Society of Computer and Information, 23(11), 25-30. doi: 10.9708/jksci.2018.23.11.025

Hyun-Sook Rhee. Feature Impact Evaluation Based Pattern Classification System. Journal of The Korea Society of Computer and Information. 2018; 23(11) 25-30. doi: 10.9708/jksci.2018.23.11.025

Hyun-Sook Rhee. Feature Impact Evaluation Based Pattern Classification System. 2018; 23(11), 25-30. Available from: doi:10.9708/jksci.2018.23.11.025

Hyun-Sook Rhee. "Feature Impact Evaluation Based Pattern Classification System" Journal of The Korea Society of Computer and Information 23, no.11 (2018) : 25-30.doi: 10.9708/jksci.2018.23.11.025