Prediction of Daily Dewpoint Temperature Using a Model Combining the Support Vector Machine with Firefly Algorithm

Eiman Tamah Al-Shammari; Kasra Mohammadi; Afram Keivani; Siti Hafizah Ab Hamid; Shatirah Akib; Shahaboddin Shamshirband; Dalibor Petković

doi:10.1061/(ASCE)IR.1943-4774.0001015

Prediction of Daily Dewpoint Temperature Using a Model Combining the Support Vector Machine with Firefly Algorithm

Eiman Tamah Al-Shammari
, Kasra Mohammadi
, Afram Keivani
, Siti Hafizah Ab Hamid
, Shatirah Akib
, Shahaboddin Shamshirband
, Dalibor Petković

SCEDT Engineering

Research output: Contribution to journal › Article › peer-review

Abstract

In this research work, a hybrid approach of integrating a support vector machine (SVM) with firefly algorithm (FFA) is proposed to predict daily dewpoint temperature (Tdew - See more at: http://ascelibrary.org/doi/10.1061/%28ASCE%29IR.1943-4774.0001015#sthash.G2Dewj7l.dpuf

Original language	English
Pages (from-to)	-
Journal	Journal of Irrigation and Drainage Engineering
DOIs	https://doi.org/10.1061/(ASCE)IR.1943-4774.0001015
Publication status	Published - 29 Feb 2016

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abstract = "In this research work, a hybrid approach of integrating a support vector machine (SVM) with firefly algorithm (FFA) is proposed to predict daily dewpoint temperature (Tdew - See more at: http://ascelibrary.org/doi/10.1061/\%28ASCE\%29IR.1943-4774.0001015\#sthash.G2Dewj7l.dpuf",

author = "Al-Shammari, \{Eiman Tamah\} and Kasra Mohammadi and Afram Keivani and \{Ab Hamid\}, \{Siti Hafizah\} and Shatirah Akib and Shahaboddin Shamshirband and Dalibor Petkovi{\'c}",

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AU - Al-Shammari, Eiman Tamah

AU - Mohammadi, Kasra

AU - Keivani, Afram

AU - Ab Hamid, Siti Hafizah

AU - Akib, Shatirah

AU - Shamshirband, Shahaboddin

AU - Petković, Dalibor

PY - 2016/2/29

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AB - In this research work, a hybrid approach of integrating a support vector machine (SVM) with firefly algorithm (FFA) is proposed to predict daily dewpoint temperature (Tdew - See more at: http://ascelibrary.org/doi/10.1061/%28ASCE%29IR.1943-4774.0001015#sthash.G2Dewj7l.dpuf

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DO - 10.1061/(ASCE)IR.1943-4774.0001015

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JO - Journal of Irrigation and Drainage Engineering

JF - Journal of Irrigation and Drainage Engineering

ER -

Prediction of Daily Dewpoint Temperature Using a Model Combining the Support Vector Machine with Firefly Algorithm

Abstract

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