Software defect prediction has been an important research topic in the software engineering
field, especially to solve the inefficiency and ineffectiveness of existing industrial approach of …

A software defect is an error, flaw, mistake, or fault in a computer program or system that
produces incorrect or unexpected results and the process of locating defective modules in …

Software defect prediction is one of the emerging research areas of software engineering.
The prediction of defects at early stage of development process can produce high quality …

Fault prediction aims to identify whether a software module is defect-prone or not according
to metrics that are mined from software projects. These metric values, also known as …

Software fault prediction (SFP) refers to the early prediction of fault-prone modules in
software development which are susceptible to faults and incur high development cost. It is …

With the variety of different filter methods, selecting the most appropriate filter method which
gives the best performance is a difficult task. Filter rank selection and stability problems …

Defects are frequent in software systems, and they can cause a lot of issues for users.
Despite the fact that many studies have been conducted on employing software product …

In software engineering, the most demanding task is to predict soft-ware defects. Usually, for
predicting defects machine learning techniques are required. As we know in machine …

Context Several issues hinder software defect data including redundancy, correlation,
feature irrelevance and missing samples. It is also hard to ensure balanced distribution …

Abstract Software Defect Prediction (SDP) plays a vital role in the software development life
cycle as it helps identify and fix software defects. However, predicting software defects with …