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Jurnal Nasional Teknik Elektro dan Teknologi Informasi, 2017 High balance value of software fault prediction can help in conducting test effort, saving test costs, saving test resources, and improving software quality.
Fachrul Pralienka Bani Muhamad +2 more
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Sensors, 2021 The automatic localization of software faults plays a critical role in assisting software professionals in fixing problems quickly. Despite various existing models for fault tolerance based on static features, localization is still challenging.
Abdulaziz Alhumam
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A Novel Software Reliability Growth Model Based on Generalized Imperfect Debugging NHPP Framework
IEEE Access, 2023 Non-Homogeneous Poisson Process (NHPP) is a standard framework in the field of software reliability analysis. The core of NHPP consists in determining the Mean Value Function (MVF) of cumulative error number at a specific time slot.
Hang Luo +4 more
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Combining Spreadsheet Smells for Improved Fault Prediction
, 2018 Spreadsheets are commonly used in organizations as a programming tool for business-related calculations and decision making. Since faults in spreadsheets can have severe business impacts, a number of approaches from general software engineering have been
Hofer, Birgit +4 more
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Some conservative stopping rules for the operational testing of safety-critical software [PDF]
, 1997 Operational testing, which aims to generate sequences of test cases with the same statistical properties as those that would be experienced in real operational use, can be used to obtain quantitative measures of the reliability of software.
Littlewood, B., Wright, D.
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Using Tri-Relation Networks for Effective Software Fault-Proneness Prediction
IEEE Access, 2019 Software modules and developers are two core elements during the process of software development. Previous studies have shown that analyzing relations between 1) software modules; (2) developers; and (3) modules and developers, is critical to understand ...
Yihao Li +3 more
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Fault Persistency and Fault Prediction in Optimization of Software Release [PDF]
International Journal of Information Technology and Computer Science, 2013 This article serves two purposes: firstly, it presents an innovative methodology that increases the accuracy of fault prediction measurements. This method is based on the novel concept of "fault persistency", which enables to correct prediction metrics with a weighted value related to the module's history.
PIGHIN, Maurizio, MARZONA, Anna
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Estimating Residual Faults from Code Coverage [PDF]
, 2002 Many reliability prediction techniques require an estimate for the number of residual faults. In this paper, a new theory is developed for using test coverage to estimate the number of residual faults.
A. Pasquini, M. Lipow, W. Farr
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The problems of assessing software reliability ...When you really need to depend on it [PDF]
, 2000 This paper looks at the ways in which the reliability of software can be assessed and predicted. It shows that the levels of reliability that can be claimed with scientific justification are relatively ...
Littlewood, B.
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IEEE AccessSoftware fault prediction is a critical aspect of software engineering aimed at improving software quality and reliability. However, it faces significant challenges, including the class imbalance issue in fault data and the need for robust predictive ...
S. Kaliraj, A. M. Kishoore, V. Sivakumar
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