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LLM-based Hyperparameter Tuning Framework for Time Series Forecasting: A Case Study on Seoul Air Quality Data
Ruo Lee, Dain Han, Nak Hyun Jung
J Korean Soc Qual Manag. 2025;53(3):343-360. Published online September 30, 2025 DOI: https://doi.org/10.7469/JKSQM.2025.53.3.343
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Analysis of Key Factors and Development of Yield Prediction Model for Greenhouse Cucumber Cultivation
So Ra Kang, Hyerim Lee, Myung Hwan Na
J Korean Soc Qual Manag. 2024;52(4):767-784. Published online December 31, 2024 DOI: https://doi.org/10.7469/JKSQM.2024.52.4.767
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The Hemoglobin Prediction Modeling Based on the National Health Data
Dae Won Jung, Wook-Yeon Hwang
J Korean Soc Qual Manag. 2024;52(4):593-602. Published online December 31, 2024 DOI: https://doi.org/10.7469/JKSQM.2024.52.4.593
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Defect Prediction and Variable Impact Analysis in CNC Machining Process
Ji Soo Hong, Young Jin Jung, Sung Woo Kang
J Korean Soc Qual Manag. 2024;52(2):185-199. Published online June 30, 2024 DOI: https://doi.org/10.7469/JKSQM.2024.52.2.185
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Methodology for Variable Optimization in Injection Molding Process
Young Jin Jung, Tae Ho Kang, Jeong In Park, Joong Yeon Cho, Ji Soo Hong, Sung Woo Kang
J Korean Soc Qual Manag. 2024;52(1):43-56. Published online March 31, 2024 DOI: https://doi.org/10.7469/JKSQM.2024.52.1.43
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Clustering of Seoul Public Parking Lots and Demand Prediction
Jeongjoon Hwang, Young-Hyun Shin, Hyo-Sub Sim, Dohyun Kim, Dong-Guen Kim
J Korean Soc Qual Manag. 2023;51(4):497-514. Published online December 31, 2023 DOI: https://doi.org/10.7469/JKSQM.2023.51.4.497
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Analysis of Domestic Research Trends on Artificial Intelligence-Based Prognostics and Health Management
Ye-Eun Jeong, Yong Soo Kim
J Korean Soc Qual Manag. 2023;51(2):223-245. Published online June 30, 2023 DOI: https://doi.org/10.7469/JKSQM.2023.51.2.223
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A Study on the Prediction Model Considering the Multicollinearity of Independent Variables in the Seawater Reverse Osmosis
In sup Han, Yeon-Ah Yoon, Tai-Woo Chang, Yong Soo Kim
J Korean Soc Qual Manag. 2020;48(1):171-186. Published online March 30, 2020 DOI: https://doi.org/10.7469/JKSQM.2020.48.1.171
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Price Determinant Factors of Artworks and Prediction Model Based on Machine Learning
Dongryul Jang, Minjae Park
J Korean Soc Qual Manag. 2019;47(4):687-700. Published online December 27, 2019 DOI: https://doi.org/10.7469/JKSQM.2019.47.4.687
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Prediction of Baltic Dry Index by Applications of Long Short-Term Memory
Minsoo HAN, Song-Jin YU
J Korean Soc Qual Manag. 2019;47(3):497-508. Published online September 27, 2019 DOI: https://doi.org/10.7469/JKSQM.2019.47.3.497
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Reliability Prediction Based Reliability Growth Management : Case Study of Surveillance System
SB Kim, WJ Park, JW You, JK Lee, HY Yong
J Korean Soc Qual Manag. 2019;47(1):187-198. Published online March 31, 2019 DOI: https://doi.org/10.7469/JKSQM.2019.47.1.187
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Sensitivity Analysis of the 217PlusTM Component Models for Reliability Prediction of Electronic Systems
Tae-Bo Jeon
J Korean Soc Qual Manag. 2011;39(4):507
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Service Life Prediction for Building Materials and Components with Stochastic Deterioration
Young-Il Kwon
J Korean Soc Qual Manag. 2007;35(4):61
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A Reliability Model of Electronic Ballasts for Fluorescent Lamp
Tae-Bo Jeon
J Korean Soc Qual Manag. 2007;35(2):27
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