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On the spectrum of directed uniform and non-uniform hypergraphs
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Here, we suggest a method to represent general directed uniform and non-uniform hypergraphs by different connectivity tensors. We show many results on spectral properties of undirected hypergraphs also hold for general directed uniform hypergraphs. Our representation of a connectivity tensor will be very useful for the further development in spectral theory of directed hypergraphs. At the end, we have also introduced the concept of weak* irreducible hypermatrix to better explain connectivity of a directed hypergraph.
Forward citations
Cited by 2 Pith papers
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A Framework for Directed Hypergraph Signal Processing via tensor t-SVD
DHGSP extends graph signal processing to directed hypergraphs via t-SVD, defining adjacency tensor, shift operator, and t-DHGFT, outperforming baselines in traffic denoising.
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Spectral Theory of Hypergraphs: A Survey
A survey of hypergraph spectral theory via tensors, compiling known bounds, characteristic polynomials, and Turán-type results without new mathematical contributions.
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