Neuro-symbolic representation learning on biological knowledge graphs

Neuro-symbolic representation learning on biological knowledge graphs

<h3>Motivation</h3><p dir="ltr">Biological data and knowledge bases increasingly rely on Semantic Web technologies and the use of knowledge graphs for data integration, retrieval and federated queries. In the past years, feature learning methods that are applicable to gra...

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Bibliographic Details
Main Author: Mona Alshahrani (3576653) (author)
Other Authors: Mohammad Asif Khan (9220790) (author), Omar Maddouri (19725331) (author), Akira R Kinjo (19725334) (author), Núria Queralt-Rosinach (3846793) (author), Robert Hoehndorf (38206) (author)
Published: 2017
Subjects:
Biological sciences
Bioinformatics and computational biology
Knowledge graphs
Data integration
Feature learning methods
Symbolic methods
Knowledge representation
Neural networks
Node embeddings
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