Missing Data Recovery Based on Tensor-CUR Decomposition

Tensor completion is a higher way analog of matrix completion, which has proven to be a powerful tool for data analysis. In this paper, we formulate the missing data recovery problem of a three-way tensor as a tensor completion problem. We propose a novel tensor completion method based on tensor-CUR...

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Bibliographic Details
Main Authors: Lele Wang, Kun Xie, Thabo Semong, Huibin Zhou
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8096992/