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Author

Jaeyun Kim

Observed institution: Soonchunhyang University
ORCID: 0000-0001-7855-8969
Observed ORCID: 0000-0001-7855-8969
OpenAlex ID: A5041882801
A machine learning trading system for the stock market based on N-period Min-Max labeling using XGBoost
2022 · Yechan Han, Jaeyun Kim, et al. · Expert Systems with Applications · 116
Glu-Ensemble: An ensemble deep learning framework for blood glucose forecasting in type 2 diabetes patients
2024 · Yechan Han, Dae-Yeon Kim, et al. · Heliyon · 25
Intelligent Ensemble Deep Learning System for Blood Glucose Prediction Using Genetic Algorithms
2022 · Dae-Yeon Kim, Dong-Sik Choi, et al. · Complexity · 21
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A multi-modal approach for detecting drivers’ distraction using bio-signal and vision sensor fusion in driver monitoring systems
2025 · Byeongjoon Noh, Myeongseok Park, et al. · Engineering Applications of Artificial Intelligence · 16
A novel trading system for the stock market using Deep Q-Network action and instance selection
2024 · Myeongseok Park, Jaeyun Kim, et al. · Expert Systems with Applications · 14
Selective genetic algorithm labeling: A new data labeling method for machine learning stock market trading systems
2024 · Yechan Han, Jaeyun Kim, et al. · Engineering Applications of Artificial Intelligence · 14
Impartial feature selection using multi-agent reinforcement learning for adverse glycemic event prediction
2024 · Seo-Hee Kim, Dae-Yeon Kim, et al. · Computers in Biology and Medicine · 6
Improving the Machine Learning Stock Trading System: An N‐Period Volatility Labeling and Instance Selection Technique
2024 · Young Hun Song, Myeongseok Park, et al. · Complexity · 3
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MIE: Magnification-integrated ensemble method for improving glomeruli segmentation in medical imaging
2025 · Yechan Han, Jaeyun Kim, et al. · Computer Methods and Programs in Biomedicine · 1
Development of a Stock Market Data Simulation and a Machine Learning Trading System Using GANs
2024 · Sungju Yoo, Juhyeon Jang, et al. · 한국통신학회논문지 · 1
Machine learning-based optimization of contract renewal predictions in Korea Baseball organization
2023 · Taeshin Park, Jaeyun Kim · Heliyon · 1
CIMTS: candlestick-integrated multi-modal trading system for stock indices
2026 · Juhyeon Jang, Jaeyun Kim, et al. · PeerJ Computer Science
Visual pattern mining with similarity metrics for model-free trading in the Korean futures market
2026 · Juhyeon Jang, Jaeyun Kim, et al. · Applied Intelligence
Performance Evaluation of a Multi-Timeframe Multi-Head Attention System for Futures Market Forecasting and Day Trading
2026 · Woojin Shon, Jaeyun Kim · 한국통신학회논문지
Works count: 14
Citation count: 218
H-index: 6
I10-index: 6
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