relation: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/2190/
title: Fast tensor decompositions for big data processing
creator: Nguyen, Viet Dung
creator: Abed-Meraim, Karim
creator: Nguyen, Linh Trung
subject: Electronics and Communications
description: Tensors, as a natural extension of matrices, and their decompositions provide important tools in many disciplines such as psychometrics, signal processing, data communication, computer vision, and machine learning. The main objective of this paper is to briefly review several recent state-of-the-art approaches for large-scale tensor data which is a crucial part of big data. Moreover, we also introduce our own contributions on this topic.
date: 2016-10
type: Conference or Workshop Item
type: PeerReviewed
format: application/pdf
language: en
identifier: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/2190/1/07764776.pdf
identifier:   Nguyen, Viet Dung and Abed-Meraim, Karim and Nguyen, Linh Trung  (2016) Fast tensor decompositions for big data processing.  In: 9th International Conference on Advanced Technologies for Communications (ATC), 12-14 October 2016, Hanoi, Vietnam.     
relation: http://dx.doi.org/10.1109/ATC.2016.7764776