relation: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/2188/
title: Adaptive PARAFAC decomposition for third-order tensor completion
creator: Truong, Minh Chinh
creator: Nguyen, Viet Dung
creator: Nguyen, Linh Trung
creator: Abed-Meraim, Karim
subject: Electronics and Communications
description: This paper proposed a tensor completion algorithm by tracking the Parallel Factor (PARAFAC) decomposition of incomplete third-order tensors with one dimension growing with time. The proposed algorithm first tracks a low-dimensional subspace, then updates the loading matrices of the PARAFAC decomposition. Simulation results showed that the algorithm is reliable and fast, in comparison to the state-of-the-art PARAFAC Weighted OPTimization algorithm.
date: 2016
type: Conference or Workshop Item
type: PeerReviewed
format: application/pdf
language: en
identifier: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/2188/1/07562652.pdf
identifier:   Truong, Minh Chinh and Nguyen, Viet Dung and Nguyen, Linh Trung and Abed-Meraim, Karim  (2016) Adaptive PARAFAC decomposition for third-order tensor completion.  In: The 6th International Conference on Communications and Electronics (ICCE), 27-29 July 2016, Ha Long, Vietnam.     
relation: http://dx.doi.org/10.1109/CCE.2016.7562652