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- W3103049964 abstract "In this paper we turn to the spectral decomposition of the Laplacian matrix. We show how the elements of the spectralmatrix for the Laplacian can be used to construct symmetric polynomials that are permutation invariants. The coefficientsof these polynomials can be used as graph features which can be encoded in a vectorial manner. We extend thisrepresentation to graphs in which there are unary attributes on the nodes and binary attributes on the edges by using thespectral decomposition of a Hermitian property matrix that can be viewed as a complex analogue of the Laplacian." @default.
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- W3103049964 date "2014-01-25" @default.
- W3103049964 modified "2023-09-27" @default.
- W3103049964 title "Laplacian Matrix In Algebraic Graph Theory" @default.
- W3103049964 hasPublicationYear "2014" @default.
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