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- River Hazard Mitigation (하천방재)
- Systematic Verification of Data Preprocessing Methods and Data Construction Methods for Optimizing Deep Learning Performance
- Yong Min Ryu, Eui Hoon Lee
- J. Korean Soc. Hazard Mitig. 2025;25(3):217-229. Published online June 26, 2025
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- Infrastructure Hazard Mitigation (시설물방재)
- Merged CNN-Based Finite Element Model Update Methodology
- Seongbin Ryu, Kyoungseok Lee, Seungjun Kim
- J. Korean Soc. Hazard Mitig. 2024;24(6):263-272. Published online December 27, 2024
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- Urban Hazard Mitigation (도시방재)
- Development of Enhanced Computer Vision-based Monitoring Technology to Respond to Fire Accidents at Electric Vehicle Charging Stations
- Jihyo Kim, Daekyo Jung, Minsoo Park, Seunghee Park
- J. Korean Soc. Hazard Mitig. 2024;24(4):29-35. Published online August 29, 2024
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- Wind and Flood Hazard Mitigation (풍수해방재)
- Crossroads Traffic Data Analysis Using Drone-Based Deep Learning
- TaeWon Lee, SaeJun Park, JaeChul Oh, Dae-Hung Kang
- J. Korean Soc. Hazard Mitig. 2024;24(1):73-82. Published online February 23, 2024
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- Fire Hazard Mitigation (소방방재)
- CCTV Map Creation Method for Improving Fire Location Estimation
- Kyeongsin Kang, Ohsung Kwon, Wanho Cho, Seungun Chae, Jisun You
- J. Korean Soc. Hazard Mitig. 2024;24(1):41-47. Published online February 23, 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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- Fire Hazard Mitigation (소방방재)
- Research on Deep learning based Ultrasonic Image Learning to Develop a Gas Leak Detection Model
- Yunjeong Gu, Kwanghyun Park, Wonhee Lee, Byunghun Song, Jungpyo Hong, Junho Shin
- J. Korean Soc. Hazard Mitig. 2023;23(6):135-143. 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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- Geotechnical Hazard Mitigation (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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- Infrastructure Hazard Mitigation (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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- Geotechnical Hazard Mitigation (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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- 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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- Earthquake Hazard Mitigation (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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- 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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- 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)
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