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Domestic Journal 통계적 기법을 활용한 피해대응자원 분류 알고리즘의 연구

2015.07.30 17:10

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author Sumin Han 
2nd author  
info 한국방재학회지 
year 2014 
c DJ 
저널/학회 한국방재학회지 
group  
keyword Riverside Structure, Emergency Response, Resource Classification, Clustering Analysis, PCA 
abstract In South Korea, the damage caused by typhoons and downpour has the biggest proportions in total damage. Moreover, their damages
are biased to riverside structures. To deal with the disasters like typhoons, disaster response system that takes charge of preparation,
emergency response, and recovery attracts public attention. This study is concerned about the emergency response resource management.
This study suggests the advanced classification algorithm, which classify disaster response resources along their attributes in
dynamic situation. Classification result from suggested algorithm may support decision processes under dynamic emergency. In this
study, we arrange the information of response resources and use PCA and Clustering analysis to classify the resources. After that, we
execute the simulation study with randomly generated dataset to examine the performance of suggested algorithm. 

Download : 한수민_2014_방재학회_A_study_on_Classifying_algorithm_of_disaster_recovery_resources_using_statistical_method.zip

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