EvaluateXAI: A framework to evaluate the reliability and consistency of rule-based XAI techniques for software analytics tasks
MA Awal, CK Roy - Journal of Systems and Software, 2024 - Elsevier
The advancement of machine learning (ML) models has led to the development of ML-
based approaches to improve numerous software engineering tasks in software …
based approaches to improve numerous software engineering tasks in software …
Comprehensive Bibliographic Survey and Forward-looking Recommendations for Software Defect Prediction: Datasets, Validation Methodologies, Prediction …
The development of reliable software depends heavily on the effective collaboration
between teams responsible for development and testing. Despite ongoing efforts, many …
between teams responsible for development and testing. Despite ongoing efforts, many …
Software Defect Classifier Using Linear Regression And Asymmetric Correlation Heatmap
MS Mia, UT Mitasha… - 2024 Asia Pacific …, 2024 - ieeexplore.ieee.org
This paper addresses the escalating complexity of software design and the rising frequency
of defects, necessitating efficient defect analysis methods. Manual analysis becomes …
of defects, necessitating efficient defect analysis methods. Manual analysis becomes …