A hybrid model of ARIMA and MLP with a Grasshopper optimization algorithm for time series forecastin...
A hybrid model of ARIMA and MLP with a Grasshopper optimization algorithm for time series forecasting of water quality
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Publisher
London: Nature Publishing Group UK
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English
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London: Nature Publishing Group UK
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Water quality monitoring of rivers is necessary in order to properly manage their basins so that steps can be taken to control the amount of pollutants and bring them to the allowable level. The ARIMA (autoregressive integrated moving average) model does not consider nonlinear patterns in modeling water quality components. Also, in modeling using t...
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A hybrid model of ARIMA and MLP with a Grasshopper optimization algorithm for time series forecasting of water quality
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TN_cdi_doaj_primary_oai_doaj_org_article_d97a11913f644e5da0e2c3c206669d9d
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_d97a11913f644e5da0e2c3c206669d9d
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-024-74144-7
