Many sophisticated applications have been emerged in various industries due to the rapid
growth of software technologies. Especially, the business organizations utilize the services …

In the Software Engineering concept, the prediction of the software defects plays a vital role
in increasing the quality of the software systems, which is one of the most critical and …

Abstract The performance of Software Defect Prediction (SDP) models depends on the
quality of dataset used for training the models. The high dimensionality of software metric …

Software defect prediction provides development groups with observable outcomes while
contributing to industrial results and development faults predicting defective code areas can …

Software technology is developing rapidly which leads to the growth of various industries.
Now-a-days, software-based applications have been adopted widely for business purposes …

Context: Machine learning software defect prediction is a promising field of software
engineering, attracting a great deal of attention from the research community; however, its …

In software testing, automatic detection of faults and defects in software is both complex and
important. There are different techniques utilized to predict future defects. Machine learning …

Testing is considered as one of the expensive activities in software development process.
Fixing the defects during testing process can increase the cost as well as the completion …

Software is a collection of computer programs written in a programming language. Software
contains various modules which make it a complex entity and it can increase the defect …