Predicting faults in any software becomes one of the critical study fields in software
engineering. Software defect prediction in the early stages of the software development life …

To improve quality of software, fault prediction is major task which reduces time and
complexity between modules. Software faults depends mainly on faulty data which was …

One of the most active areas of research in the software engineering community is defect
prediction. The gap between data mining and software engineering must be bridged to …

Software Quality is the most important aspect of a software. Software Defect Prediction can
directly affect quality and has achieved significant popularity in last few years. Defective …

The recent developments made in the software engineering technologies has introduced the
growth of the data. In order to handle the explosive growth of the data, many software quality …

Machine Learning (ML) approaches have a great impact in fault prediction. Demand for
producing quality assured software in an organization has been rapidly increased during the …

Abstract The Software Defect Prediction (SDP) model engages in predicting defects and
bugs in the software. This model will detect and predict bugs during early stages of the …

The reliability of software depends on its ability to function without error. Unfortunately, errors
can be generated during any phase of software development. In the field of software …

An essential objective of software development is to locate and fix defects ahead of
schedule that could be expected under diverse circumstances. Many software development …

Software engineering phases and approaches have always targeted to deliver high-
performance software designed to fulfill a certain task while optimizing criteria such as …