In order to improve software reliability, software defect prediction is applied to the process of
software maintenance to identify potential bugs. Traditional methods of software defect …

Within Software Engineering, it is essential to build quality software. An obstacle to the after
mentioned are the defects that can be found in any phase of software development. That is …

Software defect prediction represents an area of interest in both academia and the software
industry. Thus, software defects are prevalent in software development and might generate …

Context Classification techniques of supervised machine learning have been successfully
applied to various domains of practice. When building a predictive model, there are two …

Automated reliability assessment is essential for systems that entail dynamic adaptation
based on runtime mission-specific requirements. One approach along this direction is to …

In software fault prediction systems, there are many hindrances for detecting faulty modules,
such as missing values or samples, data redundancy, irrelevance features, and correlation …

Software analysis and prediction system development is the significant and much-needed
field of software testing in software engineering. The automatic software predictors analyze …

The past 10 years have seen the prediction of software defects proposed by many
researchers using various metrics based on measurable aspects of source code entities (eg …

Software defect refers to the code error in the process of software development, which could
cause execution fault under specific conditions, resulting in failure, collapse, and high cost of …

Defect prediction can be a powerful tool to guide the use of quality assurance resources.
However, while lots of research covered methods for defect prediction as well as …