@inproceedings{SisLab2188, booktitle = {The 6th International Conference on Communications and Electronics (ICCE)}, title = {Adaptive PARAFAC decomposition for third-order tensor completion}, author = {Minh Chinh Truong and Viet Dung Nguyen and Linh Trung Nguyen and Karim Abed-Meraim}, address = {Halong, Vietnam}, year = {2016}, pages = {297--301}, url = {https://eprints.uet.vnu.edu.vn/eprints/id/eprint/2188/}, abstract = {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.} }