Context Software maintainability is one of the fundamental quality attributes of software
engineering. The accurate prediction of software maintainability is a significant challenge for …

Software maintainability predicts changes or failures that may occur in software after it has
been deployed. Since it deals with the degree to which an application may be understood …

Software defect prediction is an active research area in software engineering. Accurate
prediction of software defects assists software engineers in guiding software quality …

Context: Code smell detection is the process of identifying code pieces that are poorly
designed and implemented. Recently more research has been directed towards machine …

During the software development process, prediction of the number of faults in software
modules can be more helpful instead of predicting the modules being faulty or non-faulty …

Software fault prediction using different techniques has been done by various researchers
previously. It is observed that the performance of these techniques varied from dataset to …

Several classification techniques have been investigated and evaluated earlier for the
software fault prediction. These techniques have produced different prediction accuracy for …

Background: Software product maintainability prediction (SPMP) is an important task to
control software maintenance activity, and many SPMP techniques for improving software …

During maintenance, software systems undergo continuous correction and enhancement
activities due to emerging faults, changing environments, and evolving requirements …

The shear strength of reinforced concrete (RC) beams is critical in the design of structural
members. Develo** an effective mathematical method for accurately estimating shear …