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HGCPep: Hypergraph Deep Learning Identifies Cancer-associated Non-coding Peptides. [PDF]

open access: yesGenomics Proteomics Bioinformatics
Long W   +5 more
europepmc   +1 more source

Hypergraph convolution and hypergraph attention [PDF]

open access: yesPattern Recognition, 2021
Recently, graph neural networks have attracted great attention and achieved prominent performance in various research fields. Most of those algorithms have assumed pairwise relationships of objects of interest. However, in many real applications, the relationships between objects are in higher-order, beyond a pairwise formulation.
Song Bai, Feihu Zhang
exaly   +4 more sources
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The matching polynomials of hypergraphs and weighted hypergraphs

Discrete Mathematics, Algorithms and Applications, 2022
Let [Formula: see text] be the set of the connected [Formula: see text]-uniform linear hypergraphs with [Formula: see text] vertices, where [Formula: see text]. The matching polynomial of a hypergraph [Formula: see text] is denoted by [Formula: see text], where [Formula: see text]. Several properties on the roots of [Formula: see text] are derived. We
Jia-Wen Yang, Wen-Huan Wang
openaire   +2 more sources

Flows on hypergraphs

Mathematical Programming, 1997
We consider the capacitated minimum cost flow problem on directed hypergraphs. We define spanning hypertrees so generalizing the spanning tree of a standard graph, and show that, like in the standard and in the generalized minimum cost flow problems, a correspondence exists between bases and spanning hypertrees. Then, we show that, like for the network
CAMBINI, RICCARDO   +2 more
openaire   +4 more sources

Sequence Hypergraphs

2016
We introduce sequence hypergraphs by extending the concept of a directed edge (from simple directed graphs) to hypergraphs. Specifically, every hyperedge of a sequence hypergraph is defined as a sequence of vertices (imagine it as a directed path). Note that this differs substantially from the standard definition of directed hypergraphs.
Böhmová, Katerina   +4 more
openaire   +5 more sources

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