Automated program and software defect root cause analysis using machine learning techniques

Automated program and software defect root cause analysis using machine learning techniques

For the automated root cause analysis (ARCA) method and simplified RCA technique, their empirical assessment is presented in this study. A focus group meeting is a foundation for the target problem identification in the ARCA technique. This is compared to earlier RCA methodologies which rely on prob...

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Bibliographic Details
Main Authors: C. Anjali, Julia Punitha Malar Dhas, J. Amar Pratap Singh
Format: Article
Language:English
Published: Taylor & Francis Group 2023-10-01
Series:Automatika
Subjects:
Software defect prediction (SDP)
machine learning
RCA
problem prevention
naïve Bayes
Online Access:https://www.tandfonline.com/doi/10.1080/00051144.2023.2225344

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