Geometric graphs from data to aid classification tasks with Graph Convolutional Networks.

Qian, Yifan; Expert, Paul; Panzarasa, Pietro; Barahona, Mauricio

Qian, Yifan; Expert, Paul; Panzarasa, Pietro; Barahona, Mauricio.

Afiliação

Qian Y; School of Business and Management, Queen Mary University of London, London, UK.
Expert P; Global Digital Health Unit, School of Public Health, Imperial College London, London, UK.
Panzarasa P; World Research Hub Initiative, Tokyo Institute of Technology, Tokyo, Japan.
Barahona M; School of Business and Management, Queen Mary University of London, London, UK.

Patterns (N Y) ; 2(4): 100237, 2021 Apr 09.

Article em En | MEDLINE | ID: mdl-33982027

Palavras-chave

Graph Convolutional Networks; Graph Neural Networks; classification tasks; data science; geometric deep learning; graph construction; graph sparsification; graph theory; machine learning; network science

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2021 Tipo de documento: Article