Graph Neural Network Models and Applications leaf node


URI

https://openalex.org/T11273

Label

Graph Neural Network Models and Applications

Description

This cluster of papers focuses on the development, applications, and techniques related to Graph Neural Networks (GNNs) and their variants. It covers topics such as knowledge graph embedding, representation learning, network embedding, deep learning, graph convolutional networks, heterogeneous networks, relational data modeling, signal processing on graphs, and semi-supervised learning.

Implementation

@prefix oasubfields: <https://openalex.org/subfields/> .
@prefix openalex: <https://lambdamusic.github.io/openalex-hacks/ontology/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://openalex.org/T11273> a skos:Concept ;
    rdfs:label "Graph Neural Network Models and Applications"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Graph_neural_network>,
        <https://openalex.org/T11273> ;
    skos:broader oasubfields:1702 ;
    skos:definition "This cluster of papers focuses on the development, applications, and techniques related to Graph Neural Networks (GNNs) and their variants. It covers topics such as knowledge graph embedding, representation learning, network embedding, deep learning, graph convolutional networks, heterogeneous networks, relational data modeling, signal processing on graphs, and semi-supervised learning."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Graph Neural Network Models and Applications"@en ;
    openalex:cited_by_count 392682 ;
    openalex:works_count 22310 .