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- 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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- 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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- 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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- 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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- 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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- 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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