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Table 1 Network embedding models

From: Graph embedding on mass spectrometry- and sequencing-based biomedical data

Category

Publications

Non-attributed network

Shallow embeddings

[16, 17, 19, 37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53]

Graph neural networks

[54,55,56,57,58,59,60,61,62]

Attribute network

Semantic matching models

[63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78]

Translational distance models

[79,80,81,82,83,84,85]

Meta-path-based methods

[18, 86,87,88,89,90]