Machine Learning Methods for Better Water Quality Prediction

Ali Najah Ahmed; Faridah Binti Othman; Haitham Abdulmohsin Afan; Rusul Khaleel Ibrahim; Chow Ming Fai; Md Shabbir Hossain; Mohammad Ehteram; Ahmed Elshafie

doi:10.1016/j.jhydrol.2019.124084

Machine Learning Methods for Better Water Quality Prediction

Ali Najah Ahmed, Faridah Binti Othman, Haitham Abdulmohsin Afan, Rusul Khaleel Ibrahim, Chow Ming Fai, Md Shabbir Hossain, Mohammad Ehteram, Ahmed Elshafie

School of Energy, Geoscience, Infrastructure and Society

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

465 Citations (Scopus)

3572 Downloads (Pure)

Original language	English
Article number	124084
Journal	Journal of Hydrology
Volume	578
Early online date	27 Aug 2019
DOIs	https://doi.org/10.1016/j.jhydrol.2019.124084
Publication status	Published - Nov 2019

Keywords

Machine learning
WDT-ANFIS
Water quality parameters

ASJC Scopus subject areas

Water Science and Technology

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10.1016/j.jhydrol.2019.124084

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© 2019 Published by Elsevier B.V.
Accepted author manuscript, 5.57 MBLicence: CC BY-NC-ND

Cite this

@article{1127b39f2d284038b1b5e9095c5917cb,

title = "Machine Learning Methods for Better Water Quality Prediction",

keywords = "Machine learning, WDT-ANFIS, Water quality parameters",

author = "{Najah Ahmed}, Ali and {Binti Othman}, Faridah and {Abdulmohsin Afan}, Haitham and {Khaleel Ibrahim}, Rusul and {Ming Fai}, Chow and Hossain, {Md Shabbir} and Mohammad Ehteram and Ahmed Elshafie",

year = "2019",

month = nov,

doi = "10.1016/j.jhydrol.2019.124084",

language = "English",

volume = "578",

journal = "Journal of Hydrology",

issn = "0022-1694",

publisher = "Elsevier B.V.",

}

TY - JOUR

T1 - Machine Learning Methods for Better Water Quality Prediction

AU - Najah Ahmed, Ali

AU - Binti Othman, Faridah

AU - Abdulmohsin Afan, Haitham

AU - Khaleel Ibrahim, Rusul

AU - Ming Fai, Chow

AU - Hossain, Md Shabbir

AU - Ehteram, Mohammad

AU - Elshafie, Ahmed

PY - 2019/11

Y1 - 2019/11

KW - Machine learning

KW - WDT-ANFIS

KW - Water quality parameters

UR - http://www.scopus.com/inward/record.url?scp=85071728690&partnerID=8YFLogxK

U2 - 10.1016/j.jhydrol.2019.124084

DO - 10.1016/j.jhydrol.2019.124084

M3 - Article

SN - 0022-1694

VL - 578

JO - Journal of Hydrology

JF - Journal of Hydrology

M1 - 124084

ER -

Machine Learning Methods for Better Water Quality Prediction

Keywords

ASJC Scopus subject areas

Access to Document

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