MINDWALC: mining interpretable, discriminative walks for classification of nodes in a knowledge graph

BACKGROUND: Leveraging graphs for machine learning tasks can result in more expressive power as extra information is added to the data by explicitly encoding relations between entities. Knowledge graphs are multi-relational, directed graph representations of domain knowledge. Recently, deep learning...

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Detalles Bibliográficos
Autores principales: Vandewiele, Gilles, Steenwinckel, Bram, Turck, Filip De, Ongenae, Femke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7734719/
https://www.ncbi.nlm.nih.gov/pubmed/33317504
http://dx.doi.org/10.1186/s12911-020-01134-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7734719/
https://www.ncbi.nlm.nih.gov/pubmed/33317504
http://dx.doi.org/10.1186/s12911-020-01134-w

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