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

617 Citations (Scopus)

4205 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

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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.",

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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 - https://www.scopus.com/pages/publications/85071728690

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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