Results 11 to 20 of about 9,947 (259)
Inteligencia Artificial, 2021 The ongoing development of computer systems requires massive software projects. Running the components of these huge projects for testing purposes might be a costly process; therefore, parameter estimation can be used instead.
Mohammad Alshayeb +1 more
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Analysis of Feature Selection Methods in Software Defect Prediction Models
IEEE Access, 2023 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 achieving this goal.
Misbah Ali +6 more
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Error-Type—A Novel Set of Software Metrics for Software Fault Prediction
IEEE Access, 2023 In software development, identifying software faults is an important task. The presence of faults not only reduces the quality of the software, but also increases the cost of development life cycle.
Khoa Phung +2 more
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Examining the Predictive Capability of Advanced Software Fault Prediction Models – An Experimental Investigation Using Combination Metrics [PDF]
e-Informatica Software Engineering Journal, 2022 Background: Fault prediction is a key problem in software engineering domain. In recent years, an increasing interest in exploiting machine learning techniques to make informed decisions to improve software quality based on available data has been ...
Pooja Sharma, Amrit Lal Sangal
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Evaluation of Classifiers in Software Fault-Proneness Prediction [PDF]
Journal of Artificial Intelligence and Data Mining, 2017 Reliability of software counts on its fault-prone modules. This means that the less software consists of fault-prone units the more we may trust it. Therefore, if we are able to predict the number of fault-prone modules of software, it will be possible ...
F. Karimian, S. M. Babamir
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Cross-Project Defect Prediction: A Literature Review
IEEE Access, 2022 Background: Software defect prediction models aim at identifying the potential faulty modules of a software project based on historical data collected from previous versions of the same project.
Sourabh Pal, Alberto Sillitti
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Explaining software fault predictions to spreadsheet users
Journal of Systems and Software, 2022 A variety of automated software fault prediction techniques was proposed in recent years, in particular for the important class of spreadsheet programs. Software fault prediction techniques commonly create ranked lists of "suspicious'' program statements for developers to inspect.
Adil Mukhtar +3 more
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Engineering Science and Technology, an International Journal, 2020 Software development projects require a critical and costly testing phase to investigate efficiency of the resultant product. As the size and complexity of project increases, manual prediction of software defects becomes a time consuming and costly task.
Fatih Yucalar +3 more
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The Effect of Environmental Metrics on Software Fault Prediction
International Journal of Software Engineering and Knowledge Engineering, 2022 In this study, besides the software metrics, the environmental metrics such as experience of software engineer, similar project experience, size of the project, programming language, time spent on analysis and development are also explored to see whether they also affect the results of software fault prediction and what would be the success rates. The
Merve Odabasi, Ensar Gul
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Software Fault-Freeness and Reliability Predictions [PDF]
, 2013 Many software development practices aim at ensuring that software is correct, or fault-free. In safety critical applications, requirements are in terms of probabilities of certain behaviours, e.g. as associated to the Safety Integrity Levels of IEC 61508.
Strigini, L., Povyakalo, A. A.
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