River Stage Modeling by Combining Maximal Overlap Discrete Wavelet Transform, Support Vector Machines and Genetic Algorithm

River Stage Modeling by Combining Maximal Overlap Discrete Wavelet Transform, Support Vector Machines and Genetic Algorithm

This paper proposes a river stage modeling approach combining maximal overlap discrete wavelet transform (MODWT), support vector machines (SVMs) and genetic algorithm (GA). The MODWT decomposes original river stage time series into sub-time series (detail and approximation components). The SVM compu...

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Bibliographic Details
Main Authors: Youngmin Seo, Yunyoung Choi, Jeongwoo Choi
Format: Article
Language:English
Published: MDPI AG 2017-07-01
Series:Water
Subjects:
maximal overlap discrete wavelet transform
discrete wavelet transform
support vector machine
multilayer perceptron
genetic algorithm
daily river stage modeling
Online Access:https://www.mdpi.com/2073-4441/9/7/525

Internet

https://www.mdpi.com/2073-4441/9/7/525

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