%0 Conference Paper
%A Truong, Minh Chinh
%A Nguyen, Viet Dung
%A Nguyen, Linh Trung
%A Abed-Meraim, Karim
%B The 6th International Conference on Communications and Electronics (ICCE)
%C Ha Long, Vietnam
%D 2016
%F SisLab:2188
%P 297-301
%T Adaptive PARAFAC decomposition for third-order tensor completion
%U https://eprints.uet.vnu.edu.vn/eprints/id/eprint/2188/
%X 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.