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NTIS 바로가기韓國地盤工學會論文集 = Journal of the Korean geotechnical society, v.39 no.6, 2023년, pp.5 - 12
Proactive assessment of landslide susceptibility is necessary for minimizing casualties. This study proposes a methodology for classifying the landslide safety factor using a classification algorithm based on machine learning techniques. The high-risk area model is adopted to perform the classificat...
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Kim, J., Kang, J. M., and Back, S. H. (2021), "Development of?Random Forest Model for Sewer-induced Sinkhole Susceptibility",?Journal of the Korean Geotechnical Society, Vol.37, No.12, pp.?117-125.
Kim, T. W., Yoo, H. S., Park, S. I., and Kim, J. H. (2022), "Slope?Stability in Logging Areas Using Unmanned Aerial Vehicle Imaging",?Journal of the Korean Geotechnical Society, Vol.38, No.7, pp.39-47.
Kumar, S., Lal, R., and Liu, D. (2012), "A Geographically Weighted?Regression Kriging Approach for Mapping Soil Organic Carbon?Stock", Geoderma, Vol.189, pp.627-634.
Lee, J. S., Park, J., Kim, J., and Yoon, H. K. (2022), "Study of?Oversampling Algorithms for Soil Classifications by Field Velocity?Resistivity Probe", Geomechanics and Engineering, Vol.30, No.3,?pp.247-258.
Ma, J. and Yun, T. S. (2022), "Prediction of Slope Failure Arc?Using Multilayer Perceptron", Journal of the Korean Geotechnical?Society, Vol.38, No.8, pp.39-52.
Min, D. H. and Yoon, H. K. (2021), "Suggestion for a New?Deterministic Model Coupled with Machine Learning Techniques?for Landslide Susceptibility Mapping", Scientific Reports, Vol.11,?No.1, 6594.
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