Vertex–frequency hypergraph signal processing: Analytic tools and applications

Alcebiades Dal Col

doi:10.1016/j.sigpro.2025.110277

Vertex–frequency hypergraph signal processing: Analytic tools and applications

2025-09-17

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José R. de Oliveira Neto

J

Juliano B. Lima

DOI：10.1016/j.sigpro.2025.110277

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Abstract

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• Vertex–frequency analysis tools to hypergraphs are introduced. • The graph Tikhonov regularization is extended for hypergraphs. • A method to perform semi-supervised classification of hypergraph vertices is proposed. • A novel centrality measure for hypergraph vertices is presented. • Experiments with path, squid, and random geometric hypergraphs are carried out.

Vertex–frequency hypergraph signal processing: Analytic tools and applications

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