Prioritizing Human Microbe-Disease Associations Utilizing a Node-Information-Based Link Propagation Method
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2972283
Abstract: Growing evidence shows that microbes in human body and body surface play critical roles in the development of many human diseases. Predicting the underlying associations between diseases and microbes is essential for deeply understanding the… read more here.
Keywords: node information; human microbe; microbe disease; disease ... See more keywords
A knowledge graph embedding model based attention mechanism for enhanced node information integration
Sign Up to like & getrecommendations! Published in 2024 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.1808
Abstract: The purpose of knowledge embedding is to extract entities and relations from the knowledge graph into low-dimensional dense vectors, in order to be applied to downstream tasks, such as connection prediction and intelligent classification. Existing… read more here.
Keywords: knowledge; node information; attention mechanism; model ... See more keywords