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 …

Recently, early prediction of software defects using the machine learning techniques has
attracted more attention of researchers due to its importance in producing a successful …

ABSTRACT A huge variety of software systems are relied upon in such domains as aviation,
healthcare, manufacturing and robotics, and therefore, h systems and that they are reliable …

Software testing using software defect prediction aims to detect as many defects as possible
in software before the software release. This plays an important role in ensuring quality and …

Software industry has stipulated the need for good quality software projects to be delivered
on time and within budget. Software defect prediction (SDP) has led to the application of …

Effective software defect prediction is a crucial aspect of software quality assurance,
enabling the identification of defective modules before the testing phase. This study aims to …

Software engineering activities comprise of several activities to ensure that the quality
product will be achieved at the end. Some of these activities are software testing, inspection …

Testing is considered as one of the expensive activities in software development process.
Fixing the defects during testing process can increase the cost as well as the completion …

Despite the fact that a number of approaches have been proposed for effective and accurate
prediction of software defects, yet most of these have not found widespread applicability. Our …

Delivering high-quality software products is a challenging task. It needs proper coordination
from various teams in planning, execution, and testing. Many software products have high …