Purpose Software fault prediction is an important concept that can be applied at an early
stage of the software life cycle. Effective prediction of faults may improve the reliability and …

Abstract Fault prediction in Service Oriented Architecture (SOA) based systems is one of the
important tasks to minimize the computation cost and time of the software system …

Software fault prediction models are used to predict faulty modules at the very early stage of
software development life cycle. Predicting fault proneness using source code metrics is an …

Software fault prediction is an important activity to make software quality assurance (SQA)
process more efficient, economic and targeted. Most of earlier works related to software fault …

Software quality assurance (SQA) is a vital and foremost important task to build robust
software and to ensure that the developed software meets the standardized quality …

Abstract Machine-learning techniques are used to find the defect, fault, ambiguity, and bad
smell to accomplish quality, maintainability, and reusability in software. Software fault …

This paper provides a systematic review of previous software fault prediction studies with a
specific focus on metrics, methods, and datasets. The review uses 74 software fault …

Context: Software fault prediction has been an important research topic in the software
engineering field for more than 30 years. Software defect prediction models are commonly …

In the software industry, web applications are crucial and are frequently updated to comply
with standards or to include new capabilities. However, even while testing ensures quality …

The importance of software testing to quality assurance cannot be overemphasized. The
estimation of a module's fault-proneness is important for minimizing cost and improving the …