Developing software applications has become more perplexing nowadays due to the huge
usage of software applications. Under such circumstances, developing software without …

Software defect prediction (SDP) plays an important role in improving software quality and
reliability while reducing software maintenance cost. The problem in the field of SDP is how …

Software defects are a critical issue in software development that can lead to system failures
and cause significant financial losses. Predicting software defects is a vital aspect of …

An increasing number of defects in software, damages the quality and reliability of that
software. The detection of defective instances is becoming increasingly important, and …

To improve the software quality, the software is generally tested to find out any bugs or a
simple reliability test. A reliable software defect checking mechanism is a leading research …

In the field of early prediction of software defects, various techniques have been developed
such as data mining techniques, machine learning techniques. Still early prediction of …

Currently, the cost to detect and solve software defects is a heavy burden on software
projects. So, it is significant to predict software defects at the earlier stages of the software …

Software defect prediction (SDP) models are widely used to identify the defect-prone
modules in the software system. SDP model can help to reduce the testing cost, resource …

Software defect prediction plays an increasingly critical role in emerging software systems.
However, existing software defect prediction approaches typically suffer from low accuracy …

Machine learning (ML) is becoming increasingly important as a research tool due to its
various frameworks and learning approaches. With the ever‐increasing scale of software …