Artificial neural network based predictive method for flood disaster

Yiming Wei; Weixuan Xu; Ying Fan; Hsien Tang Tasi

doi:10.1016/S0360-8352(02)00047-5

Artificial neural network based predictive method for flood disaster

Yiming Wei^*
, Weixuan Xu
, Ying Fan
, Hsien Tang Tasi

^*此作品的通讯作者

CAS - Institutes of Science and Development
National Sun Yat-sen University

科研成果: 期刊稿件 › 文章 › 同行评审

37 引用（Scopus）

摘要

The use of artificial neural network (ANN) based method for prediction of flood disasters was studied. An example of flood disaster area in China from 1949 to 1994 was used to demonstrate the usefulness of the method. The results showed that the use of ANN with the capacity of mapping or function approximating on the flood disaster prediction problem was simple, reliable and valid.

源语言	英语
页（从-至）	383-390
页数	8
期刊	Computers and Industrial Engineering
卷	42
期	2-4
DOI	https://doi.org/10.1016/S0360-8352(02)00047-5
出版状态	已出版 - 11 4月 2002
已对外发布	是

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@article{ec5a3287a5964ef69304e343da7fae22,

title = "Artificial neural network based predictive method for flood disaster",

abstract = "The use of artificial neural network (ANN) based method for prediction of flood disasters was studied. An example of flood disaster area in China from 1949 to 1994 was used to demonstrate the usefulness of the method. The results showed that the use of ANN with the capacity of mapping or function approximating on the flood disaster prediction problem was simple, reliable and valid.",

keywords = "Artificial neural network, Flood disaster, Predictive method",

author = "Yiming Wei and Weixuan Xu and Ying Fan and Tasi, \{Hsien Tang\}",

year = "2002",

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AU - Wei, Yiming

AU - Xu, Weixuan

AU - Fan, Ying

AU - Tasi, Hsien Tang

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Y1 - 2002/4/11

N2 - The use of artificial neural network (ANN) based method for prediction of flood disasters was studied. An example of flood disaster area in China from 1949 to 1994 was used to demonstrate the usefulness of the method. The results showed that the use of ANN with the capacity of mapping or function approximating on the flood disaster prediction problem was simple, reliable and valid.

AB - The use of artificial neural network (ANN) based method for prediction of flood disasters was studied. An example of flood disaster area in China from 1949 to 1994 was used to demonstrate the usefulness of the method. The results showed that the use of ANN with the capacity of mapping or function approximating on the flood disaster prediction problem was simple, reliable and valid.

KW - Artificial neural network

KW - Flood disaster

KW - Predictive method

UR - https://www.scopus.com/pages/publications/0037061487

U2 - 10.1016/S0360-8352(02)00047-5

DO - 10.1016/S0360-8352(02)00047-5

M3 - 文章

AN - SCOPUS:0037061487

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VL - 42

SP - 383

EP - 390

JO - Computers and Industrial Engineering

JF - Computers and Industrial Engineering

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Artificial neural network based predictive method for flood disaster

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