Background: Selecting a suitable feature reduction technique. when building a defect
prediction model, can be challenging. Different techniques can result in the selection of …

Software industries strive for software quality improvement by consistent bug prediction, bug
removal and prediction of fault-prone module. This area has attracted researchers due to its …

As the size of software projects becomes larger, software defect prediction (SDP) will play a
key role in allocating testing resources reasonably, reducing testing costs, and speeding up …

Identification and location of defects in software projects is an important task to improve
software quality and to reduce software test effort estimation cost. In software fault prediction …

An improved software defects prediction algorithm based on combination of Kohonen map
and hierarchical clustering is presented in this paper. The need for software reliability …

Software Fault Prediction (SFP) research has made enormous endeavor to accurately
predict fault proneness of software modules to maximize precious software test resources …

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 …

Mining software repositories is a growing research field where rich data available in the
different development software repositories, are analyzed and cross-linked to uncover useful …

Software defect prediction refers to the automatic identification of defective parts of software
through machine learning techniques. Ensemble learning has exhibited excellent prediction …

Defects occurring in software product are a universal event. Prevention of these defects in
the early stage needs more attention because early stage prevention and fixing requires …