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Journal of the Korean Society of Civil Engineers

Journal of the Korean Society of Civil Engineers

ISO Journal TitleKSCE J. Civ. Environ. Eng. Res.
  • Open Access, Bi-monthly

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  3. 2018-12 (v.38 n.6)
  4. 10.12652/Ksce.2018.38.6.0801
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1 
Choi, C. H., Kim, J. H., Kim, J. S., Kim, D. H., Bae, Y. H. and Kim, H. S. (2018). "Development of heavy rain damage prediction model using machine learning based on big data." Journal of Advances in Meteorology, Vol. 2018, Article ID 5024930.DOI
2 
Choi, C. H., Kim, J. S., Kim, J. H., Kim, H. Y., Lee, W. J. and Kim, H. S. (2017a). "Development of heavy rain damage prediction function using statistical methodology." Journal of the Korean Society of Hazard Mitigation, Vol. 17, No. 3, pp. 331-338 (in Korean).DOI
3 
Choi, C. H., Kim, J. S., Lee, M. J., Kim, J. H., Lee, W. J. and Kim, H. S. (2017b). "Development of heavy rain damage prediction function using principal component analysis and logistic regression model." Journal of the Korean Society of Hazard Mitigation, Vol. 17, No. 6, pp. 159-166 (in Korean).DOI
4 
Choi, C. H., Park, K. H., Park, H. K., Lee, M. J., Kim, J. S. and Kim, H. S. (2017c). "Development of heavy rain damage prediction function for public facility using machin learning." Journal of the Korean Society of Hazard Mitigation, Vol. 17, No. 6, pp. 443-450 (in Korean).DOI
5 
Choo, T. H., Kwak, K. S., Ahn, S. H., Yang, D. U. and Son, J. K. (2017). "Development for the function of wind wave damage estimation at the western coastal zone based on disaster statistics." Journal of the Korea Academia-Industrial cooperation Society, Vol. 18, No. 2, pp. 14-22 (in Korean).
6 
Furquim, G., Pessin, G., Faiçal, B. S., Mendiondo, E. M. and Ueyama, J. (2016). "Improving the accuracy of a flood forecasting model by means of machine learning and chaos theory." Neural computing and applications, Vol. 27, No. 5, pp. 1129-1141.DOI
7 
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8 
Jeong, J. H. and Lee, S. H. (2014). "Estimating the direct economic damages from heavy snowfall in Korea." Journal of climate research, Vol. 9, No. 2, pp. 125-139.DOI
9 
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10 
Kim, J. H. Kim, T. G. and Lee, B. R. (2017a). "An analysis of typhoon damage pattern type and development of typhoon damage forecasting function." Journal of the Korean Society of Hazard Mitigation, Vol. 17, No. 2, pp. 339-347 (in Korean).DOI
11 
Kim, J. S., Choi, C. H., Kim, D. H., Lee, M. J. and Kim, H. S. (2017b). "Development of heavy rain damage prediction function using artificial neural network and multiple regression model." Journal of the Korean Society of Hazard Mitigation, Vol. 17, No. 6, pp. 73-80 (in Korean).DOI
12 
Kim, J. S., Choi, C. H., Lee, J. S. and Kim, H. S. (2017c). "Damage prediction using heavy rain risk assessment : (2) Development of heavy rain damage prediction function." Journal of Korean Society of Hazard Mitigation, Vol. 17, No. 2, pp. 371-379 (in Korean).DOI
13 
Kwon, S. H., Lee, J. W. and Chung, G. H. (2017). "Snow damages estimation using artificial neural network and multiple regression analysis." Journal of the Korean Society of Hazard Mitigation, Vol. 17, No. 2, pp. 315-325 (in Korean).DOI
14 
Lee, J. S., Eo, G., Choi, C. H., Jung, J. W. and Kim, H. S. (2016). "Development of rainfall-flood damage estimation function using nonlinear regression equation." Journal of the Korean Society of Disaster Information, Vol. 12, No. 1, pp. 74-88 (in Korean).DOI
15 
Lee, S. I. (2012). "A study on damage scale prediction by rainfall and wind velocity with typhoon. master's thesis." Sunchon National University.
16 
Mandal, S., Saha, D. and Banerjee, T. (2005). "A neural network based prediction model for flood in a disaster management system with sensor networks." In Intelligent sensing and information processing, Proc. of 2005 international conference, pp. 78-82.DOI
17 
Mendelsohn, R. and Saher, G. (2011) "The global impact of climate change on extreme events." World Bank.
18 
Munich, R. (2002). "Winter storms in europe: analysis of 1990 losses and future loss potentials."
19 
Oh, Y. R. and Chung, G. H. (2017). "Estimation of snow damage and proposal of snow damage threshold based on historical disaster data." Journal of the Korean Society of Civil Engineers, Vol. 37, No. 2, pp. 325-331.DOI
20 
Pielke, R. A. and Downton, M. W. (2000). "Precipitation and damaging floods: trends in the united states, 1932-97." Journal of Climate, Vol. 13, No. 20, pp. 3625-3637.DOI
21 
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