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지반방재
Evaluation of Neural Network Model for Estimating Pile Load Capacity
Byungsik Lee
J. Korean Soc. Hazard Mitig. 2021;21(5):221-228.  Published online October 27, 2021
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Application of Deterministic Method for Landslide Susceptibility with Deep Learning
Dae-Hong Min, Hyung-Koo Yoon
J. Korean Soc. Hazard Mitig. 2021;21(5):203-211.  Published online October 27, 2021
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시설물방재
Impact Assessment of Bridge Damage Detection Based on Deep Learning According to Number and Location of Accelerometer Installations
Kanghyeok Lee, Sung-Han Sim, Do Hyoung Shin
J. Korean Soc. Hazard Mitig. 2021;21(5):183-190.  Published online October 27, 2021
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지반방재
Convolutional Neural Network Model for Estimating Clogging of Ash-Mixed Sand Filters
Byungsik Lee
J. Korean Soc. Hazard Mitig. 2021;21(4):159-168.  Published online August 27, 2021
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하천방재
Flood Stage Forecasting at the Gurye-Gyo Station in Sumjin River Using LSTM-Based Deep Learning Models
Jaewon Jung, Hyelim Mo, Junhyeong Lee, Younghoon Yoo, Hung Soo Kim
J. Korean Soc. Hazard Mitig. 2021;21(3):193-201.  Published online June 25, 2021
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지진방재
Structural Response Estimation Using Gated Recurrent Unit
Geonyeol Jeon, Jaehyung Park, Jongwon Jung, Hyungchul Yoon
J. Korean Soc. Hazard Mitig. 2021;21(3):171-179.  Published online June 25, 2021
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소방방재
A Study on the Real-time Fire Classification Algorithm Based on Stacked LSTM
Yoseob Heo, Seongho Seo, We Shim, Jongseok Kang
J. Korean Soc. Hazard Mitig. 2021;21(3):93-104.  Published online June 25, 2021
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방재시스템
Anomaly Detection in Reservoir Water Level Data Using the LSTM Model Based on Deep Learning
Mi-Hye Yang, Won-Ho Nam, Han-Joong Kim, Taegon Kim, An-Kook Shin, Mun-Sung Kang
J. Korean Soc. Hazard Mitig. 2021;21(1):71-81.  Published online February 28, 2021
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교통방재
Temperature Prediction of Anti-frost Layer using Machine Learning Techniques
Jaeho Son, Youngwon Seo, Youngmog Park, Gyutae Cho
J. Korean Soc. Hazard Mitig. 2020;20(1):9-17.  Published online February 29, 2020
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