A trustworthy hybrid model for transparent software defect prediction: SPAM-XAI

Mohd Mustaqeem; Suhel Mustajab; Mahfooz Alam; Fathe Jeribi; Shadab Alam; Mohammed Shuaib

doi:10.1371/journal.pone.0307112

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Open Access

Peer-reviewed

Research Article

A trustworthy hybrid model for transparent software defect prediction: SPAM-XAI

Mohd Mustaqeem,

Roles Conceptualization, Data curation, Formal analysis, Writing – original draft

Affiliation Department of Computer Science, Aligarh Muslim University, Aligarh, India

https://orcid.org/0000-0001-5055-5969

⨯
Suhel Mustajab,

Roles Formal analysis, Methodology, Resources, Supervision, Writing – review & editing

Affiliation Department of Computer Science, Aligarh Muslim University, Aligarh, India
⨯
Mahfooz Alam ,

Roles Conceptualization, Formal analysis, Methodology, Writing – original draft

* E-mail: fjeribi@jazanu.edu.sa (FJ); mahfoozalam.amu@gmail.com (MA)

Affiliation Department of Computer Science, Aligarh Muslim University, Aligarh, India

https://orcid.org/0000-0003-0668-9796

⨯
Fathe Jeribi ,

Roles Formal analysis, Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing

* E-mail: fjeribi@jazanu.edu.sa (FJ); mahfoozalam.amu@gmail.com (MA)

Affiliation Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, Saudi Arabia

https://orcid.org/0000-0002-8511-8002

⨯
Shadab Alam,

Roles Formal analysis, Project administration, Resources, Supervision, Writing – review & editing

Affiliation Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, Saudi Arabia

https://orcid.org/0000-0003-0504-4515

⨯
Mohammed Shuaib

Roles Formal analysis, Methodology, Validation, Visualization, Writing – review & editing

Affiliation Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, Saudi Arabia
⨯

A trustworthy hybrid model for transparent software defect prediction: SPAM-XAI

Mohd Mustaqeem,
Suhel Mustajab,
Mahfooz Alam,
Fathe Jeribi,
Shadab Alam,
Mohammed Shuaib

Published: July 11, 2024
https://doi.org/10.1371/journal.pone.0307112

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