Estimating the incubated river water quality indicator based on machine learning and deep learning paradigms: BOD5 Prediction

Estimating the incubated river water quality indicator based on machine learning and deep learning paradigms: BOD5 Prediction

As an indicator measured by incubating organic material from water samples in rivers, the most typical characteristic of water quality items is biochemical oxygen demand (BOD<sub>5</sub>) concentration, which is a stream pollutant with an extreme circumstance of organic loading and contr...

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Bibliographic Details
Main Authors: Sungwon Kim, Meysam Alizamir, Youngmin Seo, Salim Heddam, Il-Moon Chung, Young-Oh Kim, Ozgur Kisi, Vijay P. Singh
Format: Article
Language:English
Published: AIMS Press 2022-09-01
Series:Mathematical Biosciences and Engineering
Subjects:
biochemical oxygen demand
wavelet transformation
deep echo state network
extreme learning machine
support vector regression
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2022595?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2022595?viewType=HTML

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