Results 31 to 40 of about 131,864 (294)
Software Reliability Prediction through Encoder-Decoder Recurrent Neural Networks [PDF]
International Journal of Mathematical, Engineering and Management Sciences, 2022 With the growing demand for high reliability and safety software, software reliability prediction has attracted more and more attention to identifying potential faults in software.
Chen Li +3 more
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The Empirical Study of Semi-Supervised Deep Fuzzy C-Mean Clustering for Software Fault Prediction
IEEE Access, 2018 Software fault prediction is a very consequent research topic for software quality assurance. The performance of fault prediction model depends on the features that are used to train it.
Ali Arshad +3 more
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Software Fault-Proneness Analysis based on Composite Developer-Module Networks
IEEE Access, 2021 Existing software fault-proneness analysis and prediction models can be categorized into software metrics and visualized approaches. However, the studies of the software metrics solely rely on the quantified data, while the latter fails to reflect the ...
Shou-Yu Lee +3 more
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Sensors, 2022 Software defect prediction studies aim to predict defect-prone components before the testing stage of the software development process. The main benefit of these prediction models is that more testing resources can be allocated to fault-prone modules ...
Manzura Jorayeva +3 more
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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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A comparative study of deep learning techniques in software fault prediction
Tạp chí Khoa học và Công nghệSoftware fault prediction (SFP) is an important approach in software engineering that ensures software quality and reliability. Prediction of software faults helps developers identify faulty components in software systems.
Ha Thi Minh Phuong +2 more
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RMTool, Rekayasa Persyaratan, Perangkat Lunak, UML, Pemula
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
doaj +1 more source
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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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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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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