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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Bibliographic Details

Published in:	Computers, materials & continua Vol. 65; no. 1; pp. 279 - 308
Main Authors:	Zhang, Nana, Zhu, Kun, Ying, Shi, Wang, Xu
Format:	Journal Article
Language:	English
Published:	Henderson Tech Science Press 01.01.2020
Subjects:	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
Online Access:	Get full text
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