Electric theft detection in advanced metering infrastructure using Jaya optimized combined Kernel-Tree boosting classifier - A novel sequentially executed supervised machine learning approach

Saddam Hussain; Mohd. Wazir Mustafa; Khalil Al-Shqeerat; Bander Al-rimy; Faisal Saeed

doi:10.1049/gtd2.12386

Electric theft detection in advanced metering infrastructure using Jaya optimized combined Kernel-Tree boosting classifier - A novel sequentially executed supervised machine learning approach

Saddam Hussain, Mohd. Wazir Mustafa, Khalil Al-Shqeerat, Bander Al-rimy, Faisal Saeed

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

16 Citations (SciVal)

Original language	English
Pages (from-to)	1257-1275
Number of pages	19
Journal	IET Generation, Transmission & Distribution
Volume	16
Issue number	6
DOIs	https://doi.org/10.1049/gtd2.12386
Publication status	Published (VoR) - 11 Feb 2022

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10.1049/gtd2.12386

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@article{4fd2958dec4148cda5269ee49d7a9c5a,

title = "Electric theft detection in advanced metering infrastructure using Jaya optimized combined Kernel-Tree boosting classifier - A novel sequentially executed supervised machine learning approach",

author = "Saddam Hussain and Mustafa, \{Mohd. Wazir\} and Khalil Al-Shqeerat and Bander Al-rimy and Faisal Saeed",

year = "2022",

month = feb,

day = "11",

doi = "10.1049/gtd2.12386",

language = "English",

volume = "16",

pages = "1257--1275",

journal = "IET Generation, Transmission \& Distribution",

issn = "1350-2360",

publisher = "Wiley",

number = "6",

}

Hussain, S, Mustafa, MW, Al-Shqeerat, K, Al-rimy, B & Saeed, F 2022, 'Electric theft detection in advanced metering infrastructure using Jaya optimized combined Kernel-Tree boosting classifier - A novel sequentially executed supervised machine learning approach', IET Generation, Transmission & Distribution, vol. 16, no. 6, pp. 1257-1275. https://doi.org/10.1049/gtd2.12386

Electric theft detection in advanced metering infrastructure using Jaya optimized combined Kernel-Tree boosting classifier - A novel sequentially executed supervised machine learning approach. / Hussain, Saddam; Mustafa, Mohd. Wazir; Al-Shqeerat, Khalil et al.
In: IET Generation, Transmission & Distribution, Vol. 16, No. 6, 11.02.2022, p. 1257-1275.

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

TY - JOUR

T1 - Electric theft detection in advanced metering infrastructure using Jaya optimized combined Kernel-Tree boosting classifier - A novel sequentially executed supervised machine learning approach

AU - Hussain, Saddam

AU - Mustafa, Mohd. Wazir

AU - Al-Shqeerat, Khalil

AU - Al-rimy, Bander

AU - Saeed, Faisal

PY - 2022/2/11

Y1 - 2022/2/11

U2 - 10.1049/gtd2.12386

DO - 10.1049/gtd2.12386

M3 - Article

SN - 1350-2360

VL - 16

SP - 1257

EP - 1275

JO - IET Generation, Transmission & Distribution

JF - IET Generation, Transmission & Distribution

IS - 6

ER -

Electric theft detection in advanced metering infrastructure using Jaya optimized combined Kernel-Tree boosting classifier - A novel sequentially executed supervised machine learning approach

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