Explainable deep learning for software defect prediction: a residual-shuffle network approach with SHAP and LIME

International Journal of Data Science and Analytics 2026

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Authors: Samira Keramat Talatapeh, Mohammad Reza Ebrahimi Dishabi, Hamed Pezeshki, Halimeh Madadi
DOI: 10.1007/s41060-025-00987-6
Cited by: 1
References: 23

Fields of Study & Subjects

Software Engineering Research Explainable Artificial Intelligence (XAI) Software Engineering Techniques and Practices

Publication details

Journal / source
International Journal of Data Science and Analytics
Publisher
Springer Science and Business Media LLC
Volume
22
Issue
1
Publication date
12 January 2026
Language
EN