Introducing hypergraph signal processing: theoretical foundation and practical applications

HIGHLIGHTS

  • who: Introducing Hypergraph Signal Processing and colleagues from the (UNIVERSITY) have published the paper: Introducing Hypergraph Signal Processing: Theoretical Foundation and Practical Applications, in the Journal: (JOURNAL)
  • what: The authors propose a new framework of_(HGSP) based on the tensor representation to generalize the traditional graph (GSP) to tackle highorder interactions. The authors seek to establish a more general and practical HGSP framework, capable of handling arbitrary hypergraphs and naturally extending the traditional GSP concepts to handle the high-dimensional interactions. Beyond these, the authors provide several application examples of the proposed HGSP framework. The . . .

     

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