Over the last decade automated predictive models have become very popular in a wide
range of software engineering research areas, including software requirements, software …

Articles from International Transaction Journal of Engineering, Management, & Applied
Sciences & Technologies (ITJEMAST). ITJEMAST publishes a wide spectrum of research …

The author hereby declares that this dissertation has not been submitted, either in the same
or in a different form, to this or to any other university for obtaining a PhD degree. The author …

Is there a statistical difference between Naive Bayes and Random Forest in terms of recall, f-
measure, and precision for predicting software defects? By utilizing systematic literature …

O ciclo de vida de desenvolvimento de software abrange a etapa de teste de software, uma
atividade rigorosa e custosa. Para obter sistemas de software confiáveis e de qualidade …

Software reliability is a paramount determinant of software quality. In this research paper, we
delve into utilizing Genetic Algorithms (GAs) for feature selection and classification. We …

Software testing is a time-consuming and costly task, as it involves testing all software
modules. To minimize the cost and effort of software testing, automatic defect detection can …

Software fault prediction (SFP) plays a crucial role in the software engineering field by
allocating testing resources reasonably, reducing testing costs, and adhering to software …

The main problem in producing high accuracy software defect prediction is if the data set
has an imbalance class and dichotomous characteristics. The imbalanced class problem …

Software defect prediction is an essential activity for software quality assurance. Various
researchers have developed a large number of models for software defect prediction based …