Results 21 to 30 of about 14,658 (182)

Hypergraph convolution and hypergraph attention [PDF]

open access: yes, 2020
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.

core   +1 more source

Super edge-magic labeling for 𝒌-uniform, complete 𝒌-uniform and complete 𝒌-uniform 𝒌-partite hypergraphs [PDF]

open access: yesSongklanakarin Journal of Science and Technology (SJST), 2021
Let 𝐻 be a hypergraph with a vertex set 𝑉 and a hyperedge set 𝐸. Generalized from the super edge-magic in a graph, we say that a hypergraph 𝐻 is super edge-magic if there is a bijection 𝑓: 𝑉 ∪ 𝐸 → {1,2,3, … , |𝑉| + |𝐸|} which satisfies: (i) there exists
Ratinan Boonklurb   +2 more
doaj   +1 more source

Automatic Software Module Partition Based on Hypergraph Model [PDF]

open access: yesJisuanji gongcheng, 2016
This paper applies the hypergraph model to design automatic software module partition algorithm.Under the hypergraph modeling,each significant class extracted from the source codes of an analyzing software system is abstracted as a vertex of a hypergraph,
WEI Xiaofeng,HU Jicheng,LUO Yong’en
doaj   +1 more source

The k-annihilating-ideal hypergraph of commutative ring

open access: yesAKCE International Journal of Graphs and Combinatorics, 2019
The concept of the annihilating-ideal graph of a commutative ring was introduced by Behboodi et. al in 2011. In this paper, we extend this concept to the hypergraph for which we define an algebraic structure called k-annihilating-ideal of a commutative ...
K. Selvakumar, V. Ramanathan
doaj   +2 more sources

Multi-order hypergraph convolutional networks integrated with self-supervised learning

open access: yesComplex & Intelligent Systems, 2023
Hypergraphs, as a powerful representation of information, effectively and naturally depict complex and non-pair-wise relationships in the real world. Hypergraph representation learning is useful for exploring complex relationships implicit in hypergraphs.
Jiahao Huang   +5 more
doaj   +1 more source

Hypergraph Turán Problems in ℓ2-Norm [PDF]

open access: yes, 2022
There are various different notions measuring extremality of hypergraphs. In this survey we compare the recently introduced notion of the codegree squared extremal function with the Turán function, the minimum codegree threshold and the uniform Turán ...
Clemen, Felix Christian   +2 more
core  

Exploring complex and heterogeneous correlations on hypergraph for the prediction of drug-target interactions

open access: yes, 2021
The continuous emergence of drug-target interaction data provides an opportunity to construct a biological network for systematically discovering unknown interactions.
Yan, C   +17 more
core   +1 more source

The treewidth of 2-section of hypergraphs [PDF]

open access: yesDiscrete Mathematics & Theoretical Computer Science, 2021
Let $H=(V,F)$ be a simple hypergraph without loops. $H$ is called linear if $|f\cap g|\le 1$ for any $f,g\in F$ with $f\not=g$. The $2$-section of $H$, denoted by $[H]_2$, is a graph with $V([H]_2)=V$ and for any $ u,v\in V([H]_2)$, $uv\in E([H]_2)$ if ...
Ke Liu, Mei Lu
doaj   +1 more source

Hypergraph+: An Improved Hypergraph-Based Task-Scheduling Algorithm for Massive Spatial Data Processing on Master-Slave Platforms

open access: yesISPRS International Journal of Geo-Information, 2016
Spatial data processing often requires massive datasets, and the task/data scheduling efficiency of these applications has an impact on the overall processing performance.
Bo Cheng, Xuefeng Guan, Huayi Wu, Rui Li
doaj   +1 more source

Multi-site Hyper-graph Convolutional Neural Networks and Application [PDF]

open access: yesJisuanji kexue, 2022
Recently,the exploitation of graph neural networks for neurological brain disorder diagnosis has attracted much attention.However,the graphs used in the existing studies are usually based on the pairwise connections of different nodes,and thus cannot ...
ZHOU Hai-yu, ZHANG Dao-qiang
doaj   +1 more source

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