Sentence examples for single value decomposition from inspiring English sources

We saw a broad range of approaches, from generalised boosted methods to random forests, single value decomposition to matrix factorisation and collaborative filtering, with no one class of model outperforming all the others.

Dr. Sirovich applied his two yardsticks -- information theory and single value decomposition -- to the Warren court for two periods when its composition was unchanged, from 1959 to 1961 and from 1967 to 1969.

A new approach based on the single value decomposition technique has been developed to derive the compatibility matrix required in the force method.

A single value decomposition (SVD) based controller applicable only to 2×2 systems is extended to achieve robust control for general multivariable control systems.

The equilibrium matrix is generated automatically through the finite element analysis while the compatibility matrix is obtained directly using the displacement deformation relations and the single value decomposition (SVD) technique.

TRULLO [13] is model proposed for assigning initial trust value using single value decomposition.

These can be written using a single-value decomposition in which A is written as the product of an m × n matrix U, an m × m diagonal matrix V, and the transpose of an m × m orthogonal matrix W. The matrix U contains columns of orthonormal eigenvectors, called the principal components, and V is a diagonal matrix that contains the eigenvalues.

The obtained system matrix is oftentimes symmetric, which allows this high-dimensional system to be decomposed into a set of single-dimensional systems using its singular value decomposition.

New basis (intermediate representation or singular value decomposition representation) for the single-particle and two-particle Green's functions is introduced.

Second, temperature control tray locations are obtained according to the sensitivity criterion and singular value decomposition (SVD) analysis and the single-end control structure is effective based on the feed composition sensitivity analysis.

Because the proposed method does not demand the eigenvalue decomposition of the force density matrix or the singular value decomposition of the equilibrium matrix, an initial single integral feasible self-stress mode for cable strut structures can be effectively obtained.