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Table 8 Scoring Function of Graph Embedding Algorithms

From: Mining on Alzheimer’s diseases related knowledge graph to identity potential AD-related semantic triples for drug repurposing

Model

Scoring type

Scoring function

TransE

Distance function

-\(\Vert \mathbf {h+r-t} \Vert\)

ComplEx

Bilinear function

\(Re(h^{T}(diag(r))\bar{t})\)

DistMult

Bilinear function

\(h^{T} Re(diag(r))t\)

  1. The triples appeared in table, with relevant evidence from PubMed with studies earlier than 1/1/2019 are marked in bold
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BMC Bioinformatics

ISSN: 1471-2105

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