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- Hazard Mitigation Systems (방재시스템)
- LSTM-Based Prediction and Evaluation of Meteorological Drought Indices Considering Cumulative Precipitation Timescale Combinations
- Seo Yun Lee, Changhyun Jun, Do Guen Yoo
- J. Korean Soc. Hazard Mitig. 2025;25(6):159-172. Published online December 23, 2025
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- Meteorological Hazard Mitigation (기상방재)
- Evaluation of ConvLSTM-Based Road Surface Temperature Prediction Model Performance using Mobile Spatio-Temporal Data
- Seonjeong Kim, Jonghyeok Jeong, Byunghwan Lim, Sang Deog Park
- J. Korean Soc. Hazard Mitig. 2025;25(6):75-84. Published online December 23, 2025
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- Geotechnical Hazard Mitigation (지반방재)
- Consolidation Settlement Prediction Based on Seq2Seq-LSTM Considering Preloading
- Jaewoo Jung, Byongkyu Bae, Jaehun Ahn
- J. Korean Soc. Hazard Mitig. 2025;25(5):145-152. Published online October 27, 2025
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- Urban Hazard Mitigation (도시방재)
- Performance Analysis of Domestic Wastewater Discharge Prediction Based on Sequence and Lead Time Length Using Bidirectional Long Short-Term Memory
- Jin Hyuck Kim, Sangeun Lee, Minwoo Son
- J. Korean Soc. Hazard Mitig. 2025;25(3):33-42. Published online June 26, 2025
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- Wind and Flood Hazard Mitigation (풍수해방재)
- Evaluating Design Flood Levels Using a Machine Learning-based Costal Compound Flood Level Model
- Kyunghun Kim, Seonuk Baek, Duckgil Kim, Hung Soo Kim
- J. Korean Soc. Hazard Mitig. 2024;24(4):185-194. Published online August 29, 2024
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- Environmental Hazard Mitigation (환경방재)
- Prediction of the DO Factor at Bugok Bridge, Oncheoncheon, Using Deep Learning
- Heesung Lim, Hyunuk An, Jaenam Lee, Hyungjin Shin, Nagweon Choi, Jingul Joo
- J. Korean Soc. Hazard Mitig. 2023;23(6):325-333. Published online December 22, 2023
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- Hazard Mitigation Systems (방재시스템)
- Application of Neural Networks to Predict Daecheong Dam Water Levels
- Yong Min Ryu, Eui Hoon Lee
- J. Korean Soc. Hazard Mitig. 2022;22(1):67-78. Published online February 24, 2022
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- Development of a Cloud-Based Real-Time Building Health Monitoring and Prediction System Using AI and IoT Sensors
- Chang-Wan Ha, Byungtae Ahn, Young-Sik Shin, Jinseong Park, Jai-Kyung Lee, Jungjip Kim
- J. Korean Soc. Hazard Mitig. 2021;21(6):31-39. Published online December 28, 2021
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- Climate Change Hazard Mitigation (기후변화방재)
- Development of Heatwave Probability Prediction Model Based on Recurrent Neural Network: A Case of Seoul Metropolitan Government
- Dongwook Kim, Cho-Rok Jang, Jung-Yun Cho, Moon-Yup Jang, Juil Song
- J. Korean Soc. Hazard Mitig. 2021;21(5):49-57. Published online October 27, 2021
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- River Hazard Mitigation (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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- Fire Hazard Mitigation (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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- Prediction of River Water Level Using Deep-Learning Open Library
- Sungho Jung, Daeeop Lee, Kyoungsang Lee
- J. Korean Soc. Hazard Mitig. 2018;18(1):1-11. Special Issue Published online January 31, 2018
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- ARTICLE CATEGORY
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- Building Hazard Mitigation (건축물방재)
- Transportation Hazard Mitigation (교통방재)
- Meteorological Hazard Mitigation (기상방재)
- Climate Change Hazard Mitigation (기후변화방재)
- Urban Hazard Mitigation (도시방재)
- Hazard Mitigation Systems (방재시스템)
- Health and Medical Hazard Mitigation (보건복지방재)
- Mountain Hazard Mitigation (산지방재)
- Fire Hazard Mitigation (소방방재)
- Infrastructure Hazard Mitigation (시설물방재)
- Geotechnical Hazard Mitigation (지반방재)
- Earthquake Hazard Mitigation (지진방재)
- Wind and Flood Hazard Mitigation (풍수해방재)
- River Hazard Mitigation (하천방재)
- Coastal and Marine Hazard Mitigation (해안해양방재)
- Environmental Hazard Mitigation (환경방재)
- Others
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