Software Reliability Prediction by Adaptive Gated Recurrent Unit‐Based Encoder‐Decoder Model With Ensemble Empirical Mode Decomposition

ABSTRACT Accurate software reliability prediction is significant to software quality assurance. However, the rapid development and evolution of modern software pose more challenges for accurate software quality assessment. With the rapid development of machine learning and intelligent algorithms, da...

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Bibliographic Details

Published in:	Software testing, verification & reliability Vol. 34; no. 8
Main Authors:	Yang, Minghao, Yang, Shunkun, Bian, Chong
Format:	Journal Article
Language:	English
Published:	Chichester Wiley Subscription Services, Inc 01.12.2024
Subjects:	Autocorrelation Coders Datasets encoder‐decoder gated recurrent unit networks ensemble empirical mode decomposition Evolutionary algorithms Machine learning prediction lag Quality assessment Quality assurance Software development Software quality Software reliability software reliability growth models software reliability prediction
ISSN:	0960-0833, 1099-1689
Online Access:	Get full text
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