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@article{ART001903143},
author={Kyu-Cheol Cho and Jaekwon Kim},
title={Coupled data classification method using unsupervised learning and fuzzy logic in Cloud computing environment},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2014},
volume={19},
number={8},
pages={11-18}

TY - JOUR
AU - Kyu-Cheol Cho
AU - Jaekwon Kim
TI - Coupled data classification method using unsupervised learning and fuzzy logic in Cloud computing environment
JO - Journal of The Korea Society of Computer and Information
PY - 2014
VL - 19
IS - 8
PB - The Korean Society Of Computer And Information
SP - 11
EP - 18
SN - 1598-849X
AB - In This paper, we propose the unsupervised learning and fuzzy logic-based coupled dataclassification method base on ART. The unsupervised learning-based data classification helpsimprove the grouping technique, but decreases the processing efficiency. However, the dataclassification requires the decision technique to induce high success rate of data classification withoptimal threshold. Therefore it is also necessary to solve the uncertainty of the threshold decision. The proposed method deduces the optimal threshold with the designing of fuzzy parameter andrules. In order to evaluate the proposed method, we design the simulation model with the GPCR(Gprotein coupled receptor) data in cloud computing environment. Simulation results verify theefficiency of our method with the high recognition rate and low processing time.
KW - Cloud Computing;Coupled data classification;ART;Fuzzy Logic
DO -
UR -
ER -

Kyu-Cheol Cho and Jaekwon Kim. (2014). Coupled data classification method using unsupervised learning and fuzzy logic in Cloud computing environment. Journal of The Korea Society of Computer and Information, 19(8), 11-18.

Kyu-Cheol Cho and Jaekwon Kim. 2014, "Coupled data classification method using unsupervised learning and fuzzy logic in Cloud computing environment", Journal of The Korea Society of Computer and Information, vol.19, no.8 pp.11-18.

Kyu-Cheol Cho, Jaekwon Kim "Coupled data classification method using unsupervised learning and fuzzy logic in Cloud computing environment" Journal of The Korea Society of Computer and Information 19.8 pp.11-18 (2014) : 11.

Kyu-Cheol Cho, Jaekwon Kim. Coupled data classification method using unsupervised learning and fuzzy logic in Cloud computing environment. 2014; 19(8), 11-18.

Kyu-Cheol Cho and Jaekwon Kim. "Coupled data classification method using unsupervised learning and fuzzy logic in Cloud computing environment" Journal of The Korea Society of Computer and Information 19, no.8 (2014) : 11-18.

Kyu-Cheol Cho; Jaekwon Kim. Coupled data classification method using unsupervised learning and fuzzy logic in Cloud computing environment. Journal of The Korea Society of Computer and Information, 19(8), 11-18.

Kyu-Cheol Cho; Jaekwon Kim. Coupled data classification method using unsupervised learning and fuzzy logic in Cloud computing environment. Journal of The Korea Society of Computer and Information. 2014; 19(8) 11-18.

Kyu-Cheol Cho, Jaekwon Kim. Coupled data classification method using unsupervised learning and fuzzy logic in Cloud computing environment. 2014; 19(8), 11-18.

Kyu-Cheol Cho and Jaekwon Kim. "Coupled data classification method using unsupervised learning and fuzzy logic in Cloud computing environment" Journal of The Korea Society of Computer and Information 19, no.8 (2014) : 11-18.