M Ali, T Mazhar, T Shahzad, YY Ghadi… - IEEE …, 2023 - ieeexplore.ieee.org
Improving software quality by proactively detecting potential defects during development is a major goal of software engineering. Software defect prediction plays a central role in …
A Alsaeedi, MZ Khan - Journal of Software Engineering and Applications, 2019 - scirp.org
An essential objective of software development is to locate and fix defects ahead of schedule that could be expected under diverse circumstances. Many software development …
R Srivastava, AK Jain - Recent Advances in Computer Science …, 2022 - ingentaconnect.com
Objective: Defects in delivered software products not only have financial implications but also affect the reputation of the organisation and lead to wastage of time and human …
K Anand, AK Jena, T Choudhary - … International Conference on …, 2022 - ieeexplore.ieee.org
Software Testing is an essential activity in the development process of a software product. A defect-free software is the need of the hour. Identifying the defects as early as possible is …
R Mohanty, V Ravi - Artificial Intelligence: Concepts, Methodologies …, 2017 - igi-global.com
The past 10 years have seen the prediction of software defects proposed by many researchers using various metrics based on measurable aspects of source code entities (eg …
M Sistaninezhad, S Rajebi, S Pouramirarsalani… - 2024 - researchsquare.com
In software development, achieving flawless software is essential for maintaining quality and reducing testing costs. Predicting software defects is a crucial aspect of enhancing software …
MS Alkhasawneh - Applied Computational Intelligence and Soft …, 2022 - Wiley Online Library
Software failure such as software defect causes billion of dollar loss every year. Software failure also affects billion of people worldwide. Inadequate software testing can cause …
E Sreedevi, S Sivakumar, SR Nayak… - International conference on …, 2023 - Springer
Software's capacity for error-free operation determines how reliable it is. Unfortunately, mistakes can happen at any stage of the software development process. Predicting software …
Software fault prediction, which aims to find and fix probable flaws before they appear in real- world settings, is an essential component of software quality assurance. This article provides …