A two-step machine learning method for casualty prediction under emergencies

Casualty prediction is meaningful to the emergency management of natural hazards and human-induced disasters. In this study, a two-step machine learning method, including classification step and regression step, is proposed to predict the number of casualties under emergencies. In the classification...

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Bibliographic Details
Main Authors: Xiaofeng Hu, Jinming Hu, Miaomiao Hou
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2022-09-01
Series:Journal of Safety Science and Resilience
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666449622000160