%0 Journal Article
%T Fast algorithm to nonnegative tensor factorization<br>非负张量分解的快速算法
%A SHI Jia-rong
%A YANG Wei
%A JIANG Shu-yan
%A <br>史加荣
%A 杨威
%A 姜淑艳
%J 计算机应用研究
%D 2011
%I 
%X As the multi-linear extension of nonnegative matrix factorization,nonnegative tensor factorization has been successfully applied in many fields including signal processing,computer vision,data mining and neuroscience.This paper proposed a fast algorithm to nonnegative tensor factorization.Firstly,regarded a lager tensor data as the discretization of multivariate continuous function and obtained a corresponding smaller tensor data by sampling.Secondly,performed the nonnegative factorization on the small tens...
%K nonnegative tensor factorization
%K nonnegative matrix factorization
%K fast algorithm
%K sampling
%K interpolation
%K reconstruction<br>非负张量分解
%K 非负矩阵分解
%K 快速算法
%K 采样
%K 插值
%K 重构
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=FB5801A5F05F25BD65DE4DB0211D3D18&yid=9377ED8094509821&vid=D3E34374A0D77D7F&iid=59906B3B2830C2C5&sid=C1E38173F8FA9932&eid=0F93B0B154DE3772&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=0&reference_num=12