Software Defect Prediction Based on Stacked Contractive Autoencoder and Multi-objective Optimization

Software defect prediction plays an important role in software quality assurance. However, the performance of the prediction model is susceptible to the irrelevant and redundant features. In addition, previous studies mostly regard software defect prediction as a single objective optimization proble...

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Vydáno v:	Computers, materials & continua Ročník 65; číslo 1; s. 279 - 308
Hlavní autoři:	Zhang, Nana, Zhu, Kun, Ying, Shi, Wang, Xu
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Henderson Tech Science Press 01.01.2020
Témata:	Algorithms Artificial neural networks Defects Feature extraction Machine learning Multiple objective analysis Neural networks Open source software Pareto optimization Prediction models Quality assurance Software
ISSN:	1546-2226, 1546-2218, 1546-2226
On-line přístup:	Získat plný text
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