Sentence examples for matrix factorization methods from inspiring English sources

We refer the reader to Ho25 for a detailed introduction to weighted (non-negative) matrix factorization methods.

All approximations were given fast algorithms based on matrix factorization methods.

Matrix factorization methods which extract latent features of users and items by decomposing the rating matrix have achieved success in rating prediction.

It gained fame when matrix factorization methods were used in the winning submission to the Netflix prize [36].

Orthogonalization can be constructed according to [14], or efficient numerical solution for orthogonalization can be obtained by matrix factorization methods [21, 22].

The procedure of calculating coefficients of nth-degree polynomial by combined use of linear least square and matrix factorization methods through MATLAB are explained below.

Non-negative factor analysis (NMF) for example is a matrix factorization method that has been used to discriminate between two Co containing pigments in a Rembrandt painting [15] and to identify the presence of an anachronistic pigment containing Cd, Se, Ba and Zn (modern cadmium red lithopone) in forgeries of historical enamels [16].

Based on the QR matrix factorization method, the orthogonal vectors are produced using a Householder reflection that transforms the given vector into a multiple of the unit vector whose entries are all zero with the exception of the first.

In this paper, we systematically study patterns of the spatial supply of 6000 + taxicabs in Wuhan, China based on a monthly collection of their digital traces and the non-negative matrix factorization method.

We follow the approach of Schmitz and Ying (2012) on combining the nested dissection matrix factorization method with hierarchical matrices in two dimensions and extend it to the three dimensional case.

QR decomposition is a matrix factorization method (Embree 2010).