Dual water choices: the assessment of the influential factors on water sources choices using unsupervised machine learning market basket analysis

Dual water choices: the assessment of the influential factors on water sources choices using unsupervised machine learning market basket analysis

An unsupervised machine learning model of association rule known as market basket analysis is proposed in this study to analyze the influence of various socio-economic factors on the choice of the water source. Data of 51 socio-economic factors collected from 295 individuals living in 65 households...

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Bibliographic Details
Main Authors: Tiyasha, Tiyasha, Bhagat, Suraj Kumar, Fituma, Firaol, Tung, Tran Minh, Shahid, Shamsuddin, Yaseen, Zaher Mundher
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2021
Subjects:
TA Engineering (General). Civil engineering (General)
Online Access:http://eprints.utm.my/id/eprint/95505/1/ShamsuddinShahid2021_DualWaterChoicestheAssessment.pdf
http://eprints.utm.my/id/eprint/95505/
http://dx.doi.org/10.1109/ACCESS.2021.3124817
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Institution: Universiti Teknologi Malaysia
Language: English

Internet

http://eprints.utm.my/id/eprint/95505/1/ShamsuddinShahid2021_DualWaterChoicestheAssessment.pdf
http://eprints.utm.my/id/eprint/95505/
http://dx.doi.org/10.1109/ACCESS.2021.3124817

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