Zobrazeno 1 - 10
of 14 184
pro vyhledávání: '"Software defect"'
Software defect prediction is a critical aspect of software quality assurance, as it enables early identification and mitigation of defects, thereby reducing the cost and impact of software failures. Over the past few years, quantum computing has ris
Externí odkaz:
http://arxiv.org/abs/2412.07698
Predicting software defects early in the development process not only enhances the quality and reliability of the software but also decreases the cost of development. A wide range of machine learning techniques can be employed to create software defe
Externí odkaz:
http://arxiv.org/abs/2410.16469
Autor:
Hesamolhokama, Mohsen, Shafiee, Amirahmad, Ahmaditeshnizi, Mohammadreza, Fazli, Mohammadamin, Habibi, Jafar
Ensuring software quality remains a critical challenge in complex and dynamic development environments, where software defects can result in significant operational and financial risks. This paper proposes an innovative framework for software defect
Externí odkaz:
http://arxiv.org/abs/2412.07927
Software defect prediction models can assist software testing initiatives by prioritizing testing error-prone modules. In recent years, in addition to the traditional defect prediction model approach of predicting defects from class, modules, etc., J
Externí odkaz:
http://arxiv.org/abs/2411.05230
Software defect prediction (SDP) aims to identify high-risk defect modules in software development, optimizing resource allocation. While previous studies show that dependency network metrics improve defect prediction, most methods focus on code-base
Externí odkaz:
http://arxiv.org/abs/2410.19550
Accurate early prediction of software defects is essential to maintain software quality and reduce maintenance costs. However, the field of software defect prediction (SDP) faces challenges such as class imbalances, high-dimensional feature spaces, a
Externí odkaz:
http://arxiv.org/abs/2410.10046
Publikováno v:
Application Research of Computers / Jisuanji Yingyong Yanjiu. Nov2024, Vol. 41 Issue 11, p3420-3425. 6p.
Autor:
Sultan, Md. Fahim, Karim, Tasmin, Shaon, Md. Shazzad Hossain, Wardat, Mohammad, Akter, Mst Shapna
In software, a vulnerability is a defect in a program that attackers might utilize to acquire unauthorized access, alter system functions, and acquire information. These vulnerabilities arise from programming faults, design flaws, incorrect setups, a
Externí odkaz:
http://arxiv.org/abs/2411.17621
For predicting software defects at an early stage, researchers have proposed just-in-time defect prediction (JIT-DP) to identify potential defects in code commits. The prevailing approaches train models to represent code changes in history commits an
Externí odkaz:
http://arxiv.org/abs/2410.12107
Publikováno v:
International Journal of Web Information Systems, 2024, Vol. 20, Issue 6, pp. 621-638.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/IJWIS-07-2024-0200