Surplus-Spec

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Kwangwoon Univ. Master course
Seoul, Korea

Achievements

Achievements

Surplus-Spec/README.md

Juhyeong Kim

🐤 Graduation

2009.03 ~ 2012.02 경성고등학교
2012.03 ~ 2019.02 광운대학교 컴퓨터공학과 학사과정
2019.09 ~ 2021.08 광운대학교 컴퓨터공학과 석사과정
2021.08 ~ 2022.08 한국전자기술연구원 지능융합SW연구센터 연구원
2022.09 ~ 우리은행 AI 사업부

🐈 Article

Kim J, Yang G, Kim J, Lee S, Kim KK, Park C. Efficiently Updating ECG-Based Biometric Authentication Based on Incremental Learning. Sensors. 2021; 21(5):1568. https://doi.org/10.3390/s21051568
S. Han, W. Lee, H. Eom, J. Kim, C. Park, "Detection of Arrhythmia using 1D Convolution Neural Network with LSTM Model", IEIE Transactions on Smart Processing & Computing 9 (4), 261-265, 2020

🐇 Conference

S. Han, H. Eom, J. Kim and C. Park, "Optimal DNN architecture search using Bayesian Optimization Hyperband for arrhythmia detection," 2020 IEEE Wireless Power Transfer Conference (WPTC), Seoul, Korea (South), 2020, pp. 357-360, doi: 10.1109/WPTC48563.2020.9295590
김주형; 박철수. 심전도 특징과 강화학습 최적화를 통한 개인 인증 시스템. 대한전자공학회 학술대회, 2020, 1414-1416.
김주형; 박철수. eXplainable Artificial Intelligence(XAI)를 이용한 부정맥 감지 분석. 대한전자공학회 학술대회, 2021.06
김주형, 박진원, 김창우; 최효섭. 합성곱 신경망과 장단기 메모리를 이용한 리튬이온 배터리 SEI층 전압 차의 특징 기반 State-of-Health 추정 연구.대한통신학회, 2021.11
Ju Hyeong Kim, Changwoo Kim; Hyosub Choi. State-of-Health Estimation Model based Li-Ion Battery Dataset with Short Cycles Using Deep Learning Algorithms and Attention Technique. 2021 ICONI, 2021.12

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