Internet traffic data recovery via a low-rank spatio-temporal regularized optimization approach without d-th order T-SVD

Accurate recovery of Internet traffic data can mitigate the adverse impact of incomplete data on network task processes. In this study, we propose a low-rank recovery model for incomplete Internet traffic data with a fourth-order tensor structure, incorporating spatio-temporal regularization while a...

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Bibliographic Details
Main Authors: Yuxuan Duan, Chen Ling, Jinjie Liu, Xinmin Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fams.2025.1587681/full
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