Development of Heavy Rain Damage Prediction Model Using Machine Learning Based on Big Data

Prediction models of heavy rain damage using machine learning based on big data were developed for the Seoul Capital Area in the Republic of Korea. We used data on the occurrence of heavy rain damage from 1994 to 2015 as dependent variables and weather big data as explanatory variables. The model wa...

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Bibliographic Details
Main Authors: Changhyun Choi, Jeonghwan Kim, Jongsung Kim, Donghyun Kim, Younghye Bae, Hung Soo Kim
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Advances in Meteorology
Online Access:http://dx.doi.org/10.1155/2018/5024930