Software defect prediction using supervised machine learning techniques: A systematic literature review

Faseeha Matloob; Shabib Aftab; Munir Ahmad; Muhammad Adnan Khan; Areej Fatima; Muhammad Iqbal; Wesam Mohsen Alruwaili; Nouh Sabri Elmitwally

doi:10.32604/iasc.2021.017562

Software defect prediction using supervised machine learning techniques: A systematic literature review

Faseeha Matloob, Shabib Aftab, Munir Ahmad, Muhammad Adnan Khan^*, Areej Fatima, Muhammad Iqbal, Wesam Mohsen Alruwaili, Nouh Sabri Elmitwally

^*Corresponding author for this work

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

13 Citations (SciVal)

Original language	English
Pages (from-to)	403-421
Number of pages	19
Journal	Intelligent Automation and Soft Computing
Volume	29
Issue number	2
DOIs	https://doi.org/10.32604/iasc.2021.017562
Publication status	Published (VoR) - 2021

Keywords

Machine learning
Software defect prediction
Systematic literature review

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10.32604/iasc.2021.017562

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@article{4fe770cbb0934146b8a1f0d6a4cfc13d,

title = "Software defect prediction using supervised machine learning techniques: A systematic literature review",

keywords = "Machine learning, Software defect prediction, Systematic literature review",

author = "Faseeha Matloob and Shabib Aftab and Munir Ahmad and Khan, {Muhammad Adnan} and Areej Fatima and Muhammad Iqbal and Alruwaili, {Wesam Mohsen} and Elmitwally, {Nouh Sabri}",

year = "2021",

doi = "10.32604/iasc.2021.017562",

language = "English",

volume = "29",

pages = "403--421",

journal = "Intelligent Automation and Soft Computing",

issn = "1079-8587",

publisher = "Tech Science Press",

number = "2",

}

TY - JOUR

T1 - Software defect prediction using supervised machine learning techniques

T2 - A systematic literature review

AU - Matloob, Faseeha

AU - Aftab, Shabib

AU - Ahmad, Munir

AU - Khan, Muhammad Adnan

AU - Fatima, Areej

AU - Iqbal, Muhammad

AU - Alruwaili, Wesam Mohsen

AU - Elmitwally, Nouh Sabri

PY - 2021

Y1 - 2021

KW - Machine learning

KW - Software defect prediction

KW - Systematic literature review

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UR - http://www.scopus.com/inward/citedby.url?scp=85109048026&partnerID=8YFLogxK

U2 - 10.32604/iasc.2021.017562

DO - 10.32604/iasc.2021.017562

M3 - Article

AN - SCOPUS:85109048026

SN - 1079-8587

VL - 29

SP - 403

EP - 421

JO - Intelligent Automation and Soft Computing

JF - Intelligent Automation and Soft Computing

IS - 2

ER -

Software defect prediction using supervised machine learning techniques: A systematic literature review

Keywords

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