eprintid: 2188
rev_number: 7
eprint_status: archive
userid: 17
dir: disk0/00/00/21/88
datestamp: 2016-12-17 16:20:23
lastmod: 2016-12-17 16:21:58
status_changed: 2016-12-17 16:20:23
type: conference_item
metadata_visibility: show
creators_name: Truong, Minh Chinh
creators_name: Nguyen, Viet Dung
creators_name: Nguyen, Linh Trung
creators_name: Abed-Meraim, Karim
creators_id: linhtrung@vnu.edu.vn
title: Adaptive PARAFAC decomposition for third-order tensor completion
ispublished: pub
subjects: ECE
divisions: fac_fet
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.
date: 2016
date_type: published
official_url: http://dx.doi.org/10.1109/CCE.2016.7562652
full_text_status: public
pres_type: lecture
place_of_pub: Halong, Vietnam
pagerange: 297-301
event_title: The 6th International Conference on Communications and Electronics (ICCE)
event_location: Ha Long, Vietnam
event_dates: 27-29 July 2016
event_type: conference
refereed: TRUE
citation:   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.     
document_url: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/2188/1/07562652.pdf