Articles with "eigenvectors adjacency" as a keyword



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Clustering Based on Eigenvectors of the Adjacency Matrix

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Published in 2018 at "International Journal of Applied Mathematics and Computer Science"

DOI: 10.2478/amcs-2018-0059

Abstract: Abstract The paper presents a novel spectral algorithm EVSA (eigenvector structure analysis), which uses eigenvalues and eigenvectors of the adjacency matrix in order to discover clusters. Based on matrix perturbation theory and properties of graph… read more here.

Keywords: adjacency matrix; eigenvectors adjacency; based eigenvectors; clustering based ... See more keywords