Rashid Naseem

A New Binary Similarity Measure Based on Integration of the Strengths of Existing Measures: Application to Software Clustering

2016 · Advances in intelligent systems and computing

Different binary similarity measures have been explored with different agglomerative hierarchical clustering approaches for software clustering, to make the software systems understandable and manageable. Similarity measures have strengths and weakness that results in improving and …

Investigating Tree Family Machine Learning Techniques for a Predictive System to Unveil Software Defects

2020 · Complexity

Software defects prediction at the initial period of the software development life cycle remains a critical and important assignment. Defect prediction and correctness leads to the assurance of the quality of software systems and has …

Bug Prioritization Using Average One Dependence Estimator

2023 · Intelligent Automation & Soft Computing

Automation software need to be continuously updated by addressing software bugs contained in their repositories. However, bugs have different levels of importance; hence, it is essential to prioritize bug reports based on their severity and …