Sentence examples for matrix similarity matrix from inspiring English sources

The algorithm transforms the affinity matrix (similarity matrix) into Laplacian matrix of the graph and then finds the eigenvector and eigenvalue from the matrix.

This analysis was performed using the bioinformatics tool MatInspector version 8.0 (Genomatix®) using " plants" as matrix group, " 0.85" as the value for the similarity of the main bases that constitute each cis-acting element (core similarity), and " Optimized +1" as the value for the similarity matrix (similarity matrix) [ 96].

Based on the binary matrix, similarity matrixes were calculated using Jaccard's and Dice's coefficients [ 23, 24].

From this data, 64 × 64 probability matrices and similarity score matrices ("1-codon PAM") were computed.

a Correlation matrix ρ. b Similarity matrix W in terms of shared κ-nearest neighbor (κ=15).

Various methods exist for extracting the segment boundaries from a similarity matrix or a distance matrix.

Based on the user similarity matrix and item similarity matrix deduced from the similarity propagation approach, this section proposes a hybrid collaborative filtering approach based on the score prediction graph (SPGraph).

SPGraph: SPGraph is an isomorphic undigraph with weight generated by the nearest neighbor selection in the user similarity matrix and the item similarity matrix.

We construct a matrix called similarity matrix of the order n-1 by n for a given set of n documents or components or patterns by applying hybrid XOR function.

We then scrambled the activities and using the scrambled similarity matrix recalculated the SALI matrix, repeating this N times.

Unlike the lower approximation, we will consider now the notion of similarity matrix instead of dissimilarity matrix.